Current Postdoc at ARISE Lab
URL: https://shuqing-li.github.io/
Email: sqli@link.cuhk.edu.hk

1. “Understanding the privacy-realisticness dilemma of the metaverse,” Xiaolu Zhang, Tahmid Rafi, Yuejun Guan, Shuqing Li, Michael R. Lyu, in Automated Software Engineering (ASE), vol. 32, no. 2, Article 53, 2025.
   Paper [SE]
   
   
2. “On state reverting in solidity smart contracts: Developer practices, fault categorization, and tool evaluation.,” Lu Liu, Lili Wei, Wuqi Zhang, Shuqing Li, Yifan Zhou, Yepang Liu, Shing-Chi Cheung, Michael R. Lyu, Empirical Software Engineering (EMSE), Article 141, 2025.
   Paper [SE]
   
   
3. “Combatting Front-Running in Smart Contracts: Attack Mining, Benchmark Construction and Vulnerability Detector Evaluation,” Wuqi Zhang, Lili Wei, Shing-Chi Cheung, Yepang Liu, Shuqing Li, Lu Liu, Michael R. Lyu, IEEE Transactions on Software Engineering (TSE), vol. 49, no. 6, pp. 3630-3646, 2023.
   Paper [SE]
   
   
4. “Revisiting, Benchmarking and Exploring API Recommendation: How Far are We?,” Yun Peng, Shuqing Li, Wenwei Gu, Yichen Li, Wenxuan Wang, Cuiyun Gao, Michael R. Lyu, IEEE Transactions on Software Engineering (TSE), vol. 49, no. 4, pp. 1876-1897, 2023.
   Paper [SE]
   
   

1. “90% Faster, 100% Code-Free: MLLM-Driven Zero-Code 3D Game Development,” Runxin Yang, Yuxuan Wan, Shuqing Li, Michael R. Lyu, Proceedings of the 34th ACM International Conference on the Foundations of Software Engineering (FSE-IVR2026), pp. 1381-1385, Montreal, Canada, July 5 - 9, 2026.
   Paper [SE]
   
   
2. “Look Before You Leap: Context-Sensitive GUI Grounding for Boosting Automated Extended Reality (XR) Testing,” Shuqing Li, Binchang Li, Yepang Liu, Cuiyun Gao, Jianping Zhang, Shing-Chi Cheung, Michael R. Lyu, Proceedings of the 34th ACM International Conference on the Foundations of Software Engineering (FSE2026), pp. 2858-2881, Montreal, Canada, July 5 - 9, 2026.
   Paper [SE]
   
   
3. “When Shared Worlds Break: Demystifying Defects in Multi-User Extended Reality Software Systems,” Shuqing Li, Chenran Zhang, Binchang Li, Cuiyun Gao, Michael R. Lyu, Proceedings of the 34th ACM International Conference on the Foundations of Software Engineering (FSE2026), pp. 786-809, Montreal, Canada, July 5 - 9, 2026.
   Paper [SE]
   
   
4. “3D Software Synthesis Driven by Constraint-Expressive Intermediate Representation,” Shuqing Li, Anson Y. Lam, Yun Peng, Wenxuan Wang, Michael R. Lyu., in Proceedings of the IEEE/ACM 49th International Conference on Software Engineering (ICSE2026), Published, Rio de Janeiro, Brazil, April 12-18, 2026.
   Paper [SE]
   
   
5. “RealityCraft: Automated Synthesis of Extended Reality Device Interaction Scripts from Natural Language Instructions,” Shuqing Li, Yun Peng, Yige Chen, Dingyuan Xue, Yepang Liu, Michael R. Lyu, in Proceedings of the IEEE/ACM 48th International Conference on Software Engineering (ICSE2026), Published, Rio de Janeiro, Brazil, April 12-18, 2026.
   Paper [SE]
   
   
6. “Metamorphic Testing for Audio Content Moderation Software.,” Wenxuan Wang, Yongjiang Wu, Junyuan Zhang, Shuqing Li, Yun Peng, Wenting Chen, Shuai Wang, Michael R. Lyu, in Proceedings of the 40th International Conference on Automated Software Engineering (ASE2025), pp. 2906-2918, Seoul, South Korea, November 16 - 20, 2025.
   Paper [SE]
   
   
7. “Divide-and-Conquer: Generating UI Code from Screenshots,” Yuxuan Wan, Chaozheng Wang, Yi Dong, Wenxuan Wang, Shuqing Li, Yintong Huo, Michael R. Lyu, In 33nd ACM International Conference on the Foundations of Software Engineering (FSE2025), pp. 2099-2122, Trondheim, Norway, June 23 - 27, 2025.
   Paper [SE]
   
   
8. “Extended Reality Cybersickness Assessment via User Review Analysis,” Shuqing Li, Qisheng Zheng, Cuiyun Gao, Jia Feng, Michael R. Lyu, in The 34th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA2025), pp. 1303-1325, Trondheim, Norway, June 25 - 28, 2025.
   Paper [SE]
   
   
9. “Demystifying the Privacy-Realism Dilemma in the Metaverse.,” Xiaolu Zhang, Tahmid Rafi, Yuejun Guan, Shuqing Li, Michael R. Lyu, in Proceedings of the 39th International Conference on Automated Software Engineering Workshops (ASE-W2024), pp. 245-250, Sacramento, CA, USA, October 27 - November 1, 2024.
   Paper [SE]
   
   
10. “Less Cybersickness, Please: Demystifying and Detecting Stereoscopic Visual Inconsistencies in Virtual Reality Applications,” Shuqing Li, Cuiyun Gao, Jianping Zhang, Yujia Zhang, Yepang Liu, Jiazhen Gu, Yun Peng, Michael R. Lyu, in Proceedings of the 2024 ACM International Conference on the Foundations of Software Engineering (FSE2024), pp. 2167-2189, Porto de Galinhas, Brazil, July 15 - July 19, 2024.
    Paper [SE]
    
    
11. “An Exploratory Investigation of Log Anomalies in Unmanned Aerial Vehicles,” Dinghua Wang, Shuqing Li, Guanping Xiao, Yepang Liu, Yulei Sui, Pinjia He, Michael R. Lyu, in Proceedings of the 46th IEEE/ACM International Conference on Software Engineering (ICSE2024), pp. 210:1-210:13, Lisbon, Portugal, April 14 - April 20, 2024.
    Paper [SE]
    
    
12. “Less is More? An Empirical Study on Configuration Issues in Python PyPI Ecosystem,” Yun Peng, Ruida Hu, Ruoke Wang, Cuiyun Gao, Shuqing Li, Michael R. Lyu, in Proceedings of the 46th IEEE/ACM International Conference on Software Engineering (ICSE2024), pp. 202:1-202:12, Lisbon, Portugal, April 14 - April 20, 2024.
    Paper [SE]
    
    
13. “API-Knowledge Aware Search-Based Software Testing: Where, What, and How,” Xiaoxue Ren, Xinyuan Ye, Yun Lin, Zhenchang Xing, Shuqing Li, Michael R. Lyu, in Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2023), pp. 1320-1332, San Francisco, USA, December 3 - December 9, 2023.
    Paper [SE]
    
    
14. “MTTM: Metamorphic Testing for Textual Content Moderation Software,” Wenxuan Wang, Jen-tse Huang, Weibin Wu, Jianping Zhang, Yizhan Huang, Shuqing Li, Pinjia He, Michael R. Lyu, in Proceedings of the 45th IEEE/ACM International Conference on Software Engineering (ICSE2023), pp. 2387-2399, Melbourne, Australia, May 14 - May 20, 2023.
    Paper [SE]
    
    

Current Postdoc at ARISE Lab
URL: https://yuxiaoba.github.io/
Email: yugb5@mail3.sysu.edu.cn

1. “CCISolver: End-to-End Detection and Repair of Method-Level Code-Comment Inconsistency,” Renyi Zhong, Yintong Huo, Wenwei Gu, Jinxi Kuang, Zhihan Jiang, Guangba Yu, Yichen Li, David Lo, Michael R. Lyu, IEEE Transactions on Software Engineering (TSE), Accepted for Publication, 2026.
   Paper [SE]
   
   
2. “Larger Is Not Always Better: Exploring Small Open-source Language Models in Logging Statement Generation,” Renyi Zhong, Yichen Li, Guangba Yu, Wenwei Gu, Jinxi Kuang, Yintong Huo, Michael R. Lyu, ACM Transactions on Software Engineering and Methodology (TOSEM), Accepted for Publication, 2026.
   Paper [SE]
   
   
3. “KPIRoot+: An Efficient Integrated Framework for Anomaly Detection and Root Cause Analysis in Large-Scale Cloud Systems.,” Wenwei Gu, Renyi Zhong, Guangba Yu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, Michael R. Lyu, Empirical Software Engineering (EMSE), vol. 31, no. 2, Article 28, 2026.
   Paper [SE]
   
   
4. “A Survey on Failure Analysis and Fault Injection in AI Systems,” Guangba Yu, Gou Tan, Haojia Huang, Zhenyu Zhang, Pengfei Chen, Roberto Natella, Zibin Zheng, Michael R. Lyu, In ACM Transactions on Software Engineering and Methodology (TOSEM), vol. 35, no. 1, pp. 28:1-28:42, 2026.
   Paper [SE]
   
   

1. “Freezing the Crime Scene: A State Snapshot Paradigm for Reproducible Agentic SRE Evaluation,” Guangba Yu, Yilun Wang, Michael R. Lyu, Proceedings of the 34th ACM International Conference on the Foundations of Software Engineering (FSE-IVR2026), pp. 1733-1737, Montreal, Canada, July 5 - 9, 2026.
   Paper [SE]
   
   
2. “LLMGuard: Multi-Agent Fault Diagnosis for Reliable Language-Model-as-a-Service,” Yuedong Zhong, Guangba Yu, Yujie Huang, QunChao Fu, Rui Ren, Cong Feng, Yongqiang Yang, Michael R. Lyu, in Proceedings of the 56th Annual IEEE International Conference on Dependable Systems and Networks (DSN2026), pp. 15-23, Charlotte, USA, June 22 - June 25, 2026.
   Paper [SE]
   
   
3. “PreServe: Intelligent Management for LMaaS Systems via Hierarchical Prediction,” Zhihan Jiang, Yujie Huang, Guangba Yu, Junjie Huang, Jiazhen Gu, Michael R. Lyu, in Proceedings of the IEEE/ACM 49th International Conference on Software Engineering (ICSE2026), Published, Rio de Janeiro, Brazil, April 12-18, 2026.
   ICSE 2026 Distinguished Paper Award
   Paper [SE]
   
   
4. “iKnow: an Intent-Guided Chatbot for Cloud Operations with Retrieval-Augmented Generation,” Junjie Huang, Yuedong Zhong, Guangba Yu, Zhihan Jiang, Minzhi Yan, Wenfei Luan, Tianyu Yang, Rui Ren, Michael R. Lyu, in Proceedings of the 40th International Conference on Automated Software Engineering (ASE2025), pp. 958-970, Seoul, South Korea, November 16 - 20, 2025.
   ASE 2025 Distinguished Paper Award
   Paper [SE]
   
   
5. “L4: Diagnosing Large-scale LLM Training Failures via Automated Log Analysis,” Zhihan Jiang, Junjie Huang, Guangba Yu, Zhuangbin Chen, Yichen Li, Renyi Zhong, Cong Feng, Yongqiang Yang, Michael R. Lyu, In 33nd ACM International Conference on the Foundations of Software Engineering (FSE2025), pp. 51-63, Trondheim, Norway, June 23 - 27, 2025.
   Paper [SE]
   
   
6. “COCA: Generative Root Cause Analysis for Distributed Systems with Code Knowledge,” Yichen Li, Yulun Wu, Jinyang Liu, Zhihan Jiang, Zhuangbin Chen, Guangba Yu, Michael R. Lyu, in Proceedings of the IEEE/ACM 47th International Conference on Software Engineering (ICSE2025), pp. 770-770, Ottawa, Canada, April 27 - May 3, 2025.
   Paper [SE]
   
   
7. “LLMPrism: Black-box Performance Diagnosis for Production LLM Training Platforms,” Zhihan Jiang, Rui Ren, Guangba Yu, Yulun Wu, Wenwei Gu, Yichen Li, Yujie Huang, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu, in Proceedings of the 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2025), pp. 1-7, Naples, Italy, June 23 - 26, 2025.
   Paper [SE]
   
   

Principal Engineer, Huawei, HKSAR, China
URL: https://www.jiazhengu.com/
Email: gu.jiazhen@huawei.com

1. “Scalable and Adaptive Log-based Anomaly Detection: A Synergistic Approach,” Jinyang Liu, Junjie Huang, Yintong Huo, Zhihan Jiang, Jiazhen Gu, Zhuangbin Chen, Cong Feng, Minzhi Yan, Michael R. Lyu, ACM Transactions on Software Engineering and Methodology (TOSEM), Accepted for Publication, 2026.
   Paper [SE]
   
   
2. “KPIRoot+: An Efficient Integrated Framework for Anomaly Detection and Root Cause Analysis in Large-Scale Cloud Systems.,” Wenwei Gu, Renyi Zhong, Guangba Yu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, Michael R. Lyu, Empirical Software Engineering (EMSE), vol. 31, no. 2, Article 28, 2026.
   Paper [SE]
   
   
3. “Identifying Performance Issues in Cloud Service Systems Based on Relational-Temporal Features,” Wenwei Gu, Jinyang Liu, Zhuangbin Chen, Jianping Zhang, Yuxin Su, Jiazhen Gu, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu, ACM Transactions on Software Engineering and Methodology (TOSEM), vol. 34, no. 3, pp. 1-31, 2025.
   Paper [SE]
   
   
4. “A Memory-Disaggregated Radix Tree,” Xuchuan Luo, Pengfei Zuo, Jiacheng Shen, Jiazhen Gu, Xin Wang, Michael R. Lyu, Yangfan Zhou, ACM Transactions on Storage (TOS), vol. 20, no. 3, pp. 1-41, 2024.
   Paper [DS]
   
   

1. “PreServe: Intelligent Management for LMaaS Systems via Hierarchical Prediction,” Zhihan Jiang, Yujie Huang, Guangba Yu, Junjie Huang, Jiazhen Gu, Michael R. Lyu, in Proceedings of the IEEE/ACM 49th International Conference on Software Engineering (ICSE2026), Published, Rio de Janeiro, Brazil, April 12-18, 2026.
   ICSE 2026 Distinguished Paper Award
   Paper [SE]
   
   
2. “Can User Feedback Help Issue Detection? An Empirical Study on a One-Billion-User Online Service System.,” Shuyao Jiang, Jiazhen Gu, Wujie Zheng, Yangfan Zhou, Michael R. Lyu, 2025 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM) (ESEM2025), pp. 56-67, Honolulu, HI, USA, October 2 - 3, 2025.
   Paper [SE]
   
   
3. “Cordial: Cross-row Failure Prediction Method Based on Bank-level Error Locality for HBMs,” Wenwei Gu, Jiazhen Gu, Renyi Zhong, Wenyu Zhang, Ming Li, and Michael R. Lyu, in Proceedings of the 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2025), pp. 77-83, Naples, Italy, June 23 - 26, 2025.
   Paper [SE]
   
   
4. “ADAMAS: Adaptive Domain-Aware Performance Anomaly Detection in Cloud Service Systems,” Wenwei Gu, Jiazhen Gu, Jinyang Liu, Zhuangbin Chen, Jianping Zhang, Jinxi Kuang, Cong Feng, Yongqiang Yang, and Michael R. Lyu, in Proceedings of the 47th IEEE/ACM International Conference on Software Engineering (ICSE2025), pp. 911-923, Ottawa, Canada, April 27 - May 3, 2025.
   Paper [SE]
   
   
5. “Contextualized Data-Wrangling Code Generation in Computational Notebooks,” Junjie Huang, Daya Guo, Chenglong Wang, Jiazhen Gu, Shuai Lu, Jeevana Priya Inala, Cong Yan, Jianfeng Gao, Nan Duan, Michael R. Lyu, in Proceedings of the 39th International Conference on Automated Software Engineering (ASE2024), pp. 1282-1294, Sacramento, CA, USA, October 27 - November 1, 2024.
   Paper [SE]
   
   
6. “Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis.,” Junjie Huang, Zhihan Jiang, Jinyang Liu, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Cong Feng, Hui Dong, Zengyin Yang, Michael R. Lyu, in Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering (ISSRE2024), pp. 511-522, Tsukuba, Japan, October 28-31, 2024.
   Paper [SE]
   
   
7. “KPIRoot: Efficient Monitoring Metric-based Root Cause Localization in Large-scale Cloud Systems.,” Wenwei Gu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, Michael R. Lyu, in Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering (ISSRE2024), pp. 403-414, Tsukuba, Japan, October 28-31, 2024.
   Paper [SE]
   
   
8. “A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We?,” Zhihan Jiang, Jinyang Liu, Junjie Huang, Yichen LI, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Jieming Zhu, Michael R. Lyu, in Proceedings of the 2024 ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA2024), pp. 223-234, Vienna, Austria, September 16 - September 20, 2024.
   Paper [SE]
   
   
9. “Go Static: Contextualized Logging Statement Generation,” Yichen LI, Yintong Huo, Renyi Zhong, Zhihan Jiang, Jinyang Liu, Junjie Huang, Jiazhen Gu, Pinjia He, Michael R. Lyu, in Proceedings of the 2024 ACM International Conference on the Foundations of Software Engineering (FSE2024), pp.609-630, Porto de Galinhas, Brazil, July 15 - July 19, 2024.
   Paper [SE]
   
   
10. “Less Cybersickness, Please: Demystifying and Detecting Stereoscopic Visual Inconsistencies in Virtual Reality Applications,” Shuqing Li, Cuiyun Gao, Jianping Zhang, Yujia Zhang, Yepang Liu, Jiazhen Gu, Yun Peng, Michael R. Lyu, in Proceedings of the 2024 ACM International Conference on the Foundations of Software Engineering (FSE2024), pp. 2167-2189, Porto de Galinhas, Brazil, July 15 - July 19, 2024.
    Paper [SE]
    
    
11. “LILAC: Log Parsing using LLMs with Adaptive Parsing Cache,” Zhihan Jiang, Jinyang Liu, Zhuangbin Chen, Yichen LI, Junjie Huang, Yintong Huo, Pinjia He, Jiazhen Gu, Michael R. Lyu, in Proceedings of the 2024 ACM International Conference on the Foundations of Software Engineering (FSE2024), pp.137-160, Porto de Galinhas, Brazil, July 15 - July 19, 2024.
    Paper [SE]
    
    
12. “FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems,” Junjie Huang, Jinyang Liu, Zhuangbin Chen, Zhihan Jiang, Yichen LI, Jiazhen Gu, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu, in Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP2024), pp. 392-404, Lisbon, Portugal, April 14 - April 20, 2024.
    Paper [SE]
    
    
13. “Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach,” Jinxi Kuang, Jinyang Liu, Junjie Huang, Renyi Zhong, Jiazhen Gu, Lan Yu, Rui Tan, Zengyin Yang, Michael R. Lyu, in Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP2024), pp. 369-380, Lisbon, Portugal, April 14 - April 20, 2024.
    Paper [SE]
    
    
14. “BiasAsker: Measuring the Bias in Conversational AI System,” Yuxuan Wan, Wenxuan Wang, Pinjia He, Jiazhen Gu, Haonan Bai, Michael R. Lyu, in Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2023), pp. 515-527, San Francisco, USA, December 3 - December 9, 2023.
    Paper [SE]
    
    
15. “Ditto: An Elastic and Adaptive Memory-Disaggregated Caching System,” Jiacheng Shen, Pengfei Zuo, Xuchuan Luo, Yuxin Su, Jiazhen Gu, Hao Feng, Yangfan Zhou, Michael R. Lyu, in Proceedings of the 29th Symposium on Operating Systems Principles (SOSP2023), pp. 675-691, Koblenz, Germany, October 23 - October 26, 2023.
    Paper [DS]
    
    
16. “An Image is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software,” Wenxuan Wang, Jingyuan Huang, Jen-tse Huang, Chang Chen, Jiazhen Gu, Pinjia He, Michael R. Lyu, in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023), pp. 1339-1351, Luxembourg City, Luxembourg, September 11 - September 15, 2023.
    Paper [SE]
    
    
17. “Prism: Revealing Hidden Functional Clusters from Massive Instances in Cloud Systems,” Jinyang Liu, Zhihan Jiang, Jiazhen Gu, Junjie Huang, Zhuangbin Chen, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu, in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023), pp. 268-280, Luxembourg City, Luxembourg, September 11 - September 15, 2023.
    Paper [SE]
    
    
18. “Revealing Performance Issues in Server-side WebAssembly Runtimes via Differential Testing,” Shuyao Jiang, Ruiying Zeng, Zihao Rao, Jiazhen Gu, Yangfan Zhou, Michael R. Lyu, in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023), pp. 661-672, Luxembourg City, Luxembourg, September 11 - September 15, 2023.
    Paper [SE]
    
    
19. “Validating Multimedia Content Moderation Software via Semantic Fusion,” Wenxuan Wang, Jingyuan Huang, Chang Chen, Jiazhen Gu, Jianping Zhang, Weibin Wu, Pinjia He, Michael R. Lyu, in Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA2023), pp. 576-588, Seattle, USA, July 17 - July 21, 2023.
    Paper [SE]
    
    
20. “SMART: A High-Performance Adaptive Radix Tree for Disaggregated Memory,” Xuchuan Luo, Pengfei Zuo, Jiacheng Shen, Jiazhen Gu, Xin Wang, Michael R. Lyu, Yangfan Zhou, in Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI2023), pp. 553-571, Boston, USA, July 10 - July 12, 2023.
    Paper [DS]
    
    

Assistant Professor, Zhejiang University, Hangzhou, China
URL: https://xiaoxuerens.github.io/
Email: xxren@zju.edu.cn

1. “On the Time Efficiency of Code Generated and Optimized by Large Language Models,” Yun Peng, Jun Wan, Xiaoxue Ren, Tim Menzies, Michael R. Lyu, IEEE Transactions on Software Engineering (TSE), vol. 52, no. 10, pp. 3106-3128, 2026.
   Paper [SE]
   
   
2. “API Usage Recommendation Via Multi-View Heterogeneous Graph Representation Learning,” Yujia Chen, Cuiyun Gao, Xiaoxue Ren, Yun Peng, Xin Xia, Michael R. Lyu, IEEE Transactions on Software Engineering (TSE), vol. 49, no. 5, pp. 3289-3304, 2023.
   Paper [SE]
   
   

1. “API-Knowledge Aware Search-Based Software Testing: Where, What, and How,” Xiaoxue Ren, Xinyuan Ye, Yun Lin, Zhenchang Xing, Shuqing Li, Michael R. Lyu, in Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2023), pp. 1320-1332, San Francisco, USA, December 3 - December 9, 2023.
   Paper [SE]
   
   
2. “Characterizing and Mitigating Anti-patterns of Alerts in Industrial Cloud Systems,” Tianyi Yang, Jiacheng Shen, Yuxin Su, Xiaoxue Ren, Yongqiang Yang, Michael R. Lyu, in Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2022), pp. 393-401, Baltimore, USA, June 27 - June 30, 2022.
   Paper [SE]
   
   

Associate Professor, Sheffield Hallam University
URL: https://www.linkedin.com/in/ning-katie-wang-6142526a/
Email: <https://www.linkedin.com/in/ning-katie-wang-6142526a/>

1. “Extracting and Selecting Distinctive EEG Features for Efficient Epileptic Seizure Prediction,” Ning Wang, Michael R. Lyu, IEEE Journal of Biomedical and Health Informatics (JBHI), vol. 19, no. 5, pp. 1648-1659, 2015.
   Paper [ML]
   
   

1. “An EMG Enhanced Impedance and Force Control Framework for Telerobot Operation in Space,” Ning Wang, Chenguang Yang, Michael R. Lyu, Zhijun Li, in Proceedings of the 2014 IEEE Aerospace Conference (Aerospace2014), pp. 1-10, Big Sky, USA, March 1 - March 8, 2014.
   Paper [DS]
   
   
2. “A Machine Learning Framework for Space Medicine Predictive Diagnostics with Physiological Signals,” Ning Wang, Michael R. Lyu, Chenguang Yang, in Proceedings of the 2013 IEEE Aerospace Conference (Aerospace2013), pp. 1-12, Big Sky, USA, March 2 - March 9, 2013.
   Paper [DS]
   
   
3. “Exploration of Instantaneous Amplitude and Frequency Features for Epileptic Seizure Prediction,” Ning Wang, Michael R. Lyu, in Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering (BIBE2012), pp. 292-297, Larnaca, Cyprus, November 11 - November 13, 2012.
   Paper [ML]
   
   

Researcher, University of Chinese Academy of Sciences, Beijing, China
URL: https://people.ucas.ac.cn/~0070226?language=en
Email: yiwei@iscas.ac.cn

1. “KLNK: Expanding Page Boundaries in a Distributed Shared Memory System,” Yi-Wei Ci, Michael R. Lyu, Zhan Zhang, De-Cheng Zuo, Xiao-Zong Yang, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 35, no. 9, pp. 1524-1535, 2024.
   Paper [DS]
   
   
2. “Random Priority-Based Thrashing Control for Distributed Shared Memory,” Yi-Wei Ci, Michael R. Lyu, Zhan Zhang, De-Cheng Zuo, Xiao-Zong Yang, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 31, no. 3, pp. 663-674, 2020.
   Paper [DS]
   
   

Director, Intel Labs China, Beijing, China
URL: https://www.intel.com/content/www/us/en/research/featured-researchers/jiqiang-song.html
Email: jiqiang.song@intel.com

1. “Extraction of Line Segments and Circular Arcs from Freehand Strokes Based on Segmental Homogeneity Features,” Xi-Wen Zhang, Jiqiang Song, Guozhong Dai, Michael R. Lyu, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC), vol. 36, no. 2, pp. 300-311, 2006.
   Paper [ML]
   
   
2. “A Framework for Indexing Personal Videoconference,” Jiqiang Song, Michael R. Lyu, Jenq-Neng Hwang, in Video Data Management and Information Retrieval, chao. 13, pp. 293-320, Published by Idea Group Publishing, 2005.
   Paper [ML]
   
   
3. “A Hough Transform Based Line Recognition Method Utilizing Both Parameter Space and Image Space,” Jiqiang Song, Michael R. Lyu, Pattern Recognition (PR), vol. 38, no. 4, pp. 539-552, 2005.
   Paper [MM]
   
   
4. “A Comprehensive Method for Multilingual Video Text Detection, Localization, and Extraction,” Michael R. Lyu, Jiqiang Song, Min Cai, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 15, no. 2, pp. 243-255, 2005.
   Paper [MM]
   
   
5. “Recognition of Merged Characters Based on Forepart Prediction, Necessity-Sufficiency Matching, and Character-Adaptive Masking,” Jiqiang Song, Zuo Li, Michael R. Lyu, Shijie Cai, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC), vol. 35, no. 1, pp. 2-11, 2005.
   Paper [ML]
   
   
6. “Extraction of Karyocytes and Their Components from Microscopic Bone Marrow Images Based on Regional Color Features,” Xi-Wen Zhang, Jiqiang Song, Michael R. Lyu, Shijie Cai, Pattern Recognition (PR), vol. 37, no. 2, pp. 351-361, 2004.
   Paper [MM]
   
   
7. “Effective Multiresolution Arc Segmentation: Algorithms and Performance Evaluation,” Jiqiang Song, Michael R. Lyu, Shijie Cai, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 26, no. 11, pp. 1491-1506, 2004.
   Paper [MM]
   
   

1. “A Robust Statistic Method for Classifying Color Polarity of Video Text,” Jiqiang Song, Min Cai, Michael R. Lyu, in Proceedings of the 2003 IEEE International Conference on Multimedia and Expo (ICME2003), pp. 385-388, Baltimore, USA, July 6 - July 9, 2003.
   Paper [MM]
   
   
2. “PVCAIS: A Personal Videoconference Archive Indexing System,” Jiqiang Song, Michael R. Lyu, Jenq-Neng Hwang, Min Cai, in Proceedings of the 2003 IEEE International Conference on Multimedia and Expo (ICME2003), pp. 673-676, Baltimore, USA, July 6 - July 9, 2003.
   Paper [MM]
   
   
3. “A Robust Statistic Method for Classifying Color Polarity of Video Text,” Jiqiang Song, Min Cai, Michael R. Lyu, in Proceedings of the 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2003), pp. 581-584, Hong Kong, China, April 6 - April 10, 2003.
   Paper [MM]
   
   
4. “A New Approach for Video Text Detection,” Michael R. Lyu, Jiqiang Song, Min Cai, in Proceedings of the 2002 International Conference on Image Processing (ICIP2002), pp. 117-120, Rochester, USA, September 22 - September 25, 2002.
   Paper [MM]
   
   
5. “A New Approach for Line Recognition in Large-Size Images Using Hough Transform,” Jiqiang Song, Min Cai, Michael R. Lyu, Shijie Cai, in Proceedings of the 16th International Conference on Pattern Recognition (ICPR2002), pp. 33-36, Quebec, Canada, August 11 - August 15, 2002.
   Paper [MM]
   
   
6. “Edge Color Distribution Transform: An Efficient Tool for Object Detection in Images,” Jiqiang Song, Min Cai, Michael R. Lyu, in Proceedings of the 16th International Conference on Pattern Recognition (ICPR2002), pp. 608-612, Quebec, Canada, August 11 - August 15, 2002.
   Paper [MM]
   
   
7. “Graphics Recognition from Binary Images: One Step or Two Steps,” Jiqiang Song, Min Cai, Michael R. Lyu, Shijie Cai, in Proceedings of the 16th International Conference on Pattern Recognition (ICPR2002), pp. 135-138, Quebec, Canada, August 11 - August 15, 2002.
   Paper [MM]
   
   

Professor, Harbin Institute of Technology, Harbin, China
URL: https://ieeexplore.ieee.org/author/37086990270
Email: wangwcrl@cn.ibm.com

1. “A Novel Scheme for Video Similarity Detection,” Steven C. H. Hoi, Wei Wang, Michael R. Lyu, in Proceedings of the 2nd International Conference on Image and Video Retrieval (CIVR2003), pp. 373-382, Urbana-Champaign, USA, July 24 - July 25, 2003.
   Paper [MM]
   
   
2. “Automatic Generation of Dubbing Video Slides for Mobile Wireless Environment,” Wei Wang, Michael R. Lyu, in Proceedings of the 2003 IEEE International Conference on Multimedia and Expo (ICME2003), pp. 265-268, Baltimore, USA, July 6 - July 9, 2003.
   Paper [MM]
   
   

Professor, Beijing Language and Culture University, Beijing, China
URL: https://faculty.blcu.edu.cn/zxw/en/index.htm
Email: zxw@blcu.edu.cn

1. “Extraction and Segmentation of Tables from Chinese Ink Documents Based on a Matrix Model,” Xi-Wen Zhang, Michael R. Lyu, Guozhong Dai, Pattern Recognition (PR), vol. 40, no. 7, pp. 1855-1867, 2007.
   Paper [MM]
   
   
2. “Extraction of Line Segments and Circular Arcs from Freehand Strokes Based on Segmental Homogeneity Features,” Xi-Wen Zhang, Jiqiang Song, Guozhong Dai, Michael R. Lyu, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC), vol. 36, no. 2, pp. 300-311, 2006.
   Paper [ML]
   
   
3. “Extraction of Karyocytes and Their Components from Microscopic Bone Marrow Images Based on Regional Color Features,” Xi-Wen Zhang, Jiqiang Song, Michael R. Lyu, Shijie Cai, Pattern Recognition (PR), vol. 37, no. 2, pp. 351-361, 2004.
   Paper [MM]
   
   

1. “Accurate Extraction of Human Faces and Their Components from Color Digital Images based on A Hierarchical Model,” Xi-Wen Zhang, Michael R. Lyu, in Proceedings of the 4th International Congress on Image and Signal Processing (CISP2011), Shanghai, China, October 15 - October 17, 2011.
   Paper [MM]
   
   

URL: https://www.linkedin.com/in/derek-ng-138b41265/
Email: derek331ng@gmail.com

URL: https://www.linkedin.com/in/eric-john-li-b380a2250
Email: ericjohnli404@gmail.com

1. “Competing Large Language Models in Multi-Agent Gaming Environments,” Jen-tse Huang, Eric John Li, Man Ho Lam, Tian Liang, Wenxuan Wang, Youliang Yuan, Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Michael R. Lyu, in Proceedings of the Thirteenth International Conference on Learning Representations (ICLR2025), Accepted for Publication, Singapore, Singapore, April 24 - April 28, 2025.
   Paper [ML]
   
   
2. “Apathetic or Empathetic? Evaluating LLMs' Emotional Alignments with Humans,” Jen-tse Huang, Man Ho Lam, Eric John Li, Shujie Ren, Wenxuan Wang, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu, In Advances in Neural Information Processing Systems 37 (NeurIPS2024), pp. 97053-97087, Vancouver, Canada, December 9 - December 15, 2024.
   Paper [ML]
   
   
3. “On the Reliability of Psychological Scales on Large Language Models,” Jen-tse Huang, Wenxiang Jiao, Man Ho Lam, Eric John Li, Wenxuan Wang, Michael R. Lyu, in Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. (EMNLP2024), pp. 6152-6173, Miami, USA, November 12 - November 16, 2024.
   Paper [ML]
   
   
4. “On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs,” Jen-tse Huang, Wenxuan Wang, Eric John Li, Man Ho Lam, Shujie Ren, Youliang Yuan, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu, in Proceedings of the Twelfth International Conference on Learning Representations (ICLR2024), pp. 1-24, Vienna, Austria, May 7 - May 11, 2024.
   ICLR 2024 Oral Presentation (86/7404, 1.16%)
   Paper [ML]
   
   

PhD, UIUC, Champaign, IL, USA
URL: https://zzrcxb.me/
Email: neil@zzrcxb.me

1. “Benchmarking the Capability of Symbolic Execution Tools with Logic Bombs,” Hui Xu, Zirui Zhao, Yangfan Zhou, Michael R. Lyu, IEEE Transactions on Dependable and Secure Computing (TDSC), vol. 17, no. 6, pp. 1243-1256, 2020.
   Paper [SE]
   
   

Professor, Capital University of Science and Technology, Islamabad, Pakistan
URL: https://anadeem.wordpress.com/
Email: <>

1. “A Survey of Fault Tolerant CORBA Systems,” Muhammad Fahad, Aamer Nadeem, Michael R. Lyu, in Proceedings of the 2007 Conference on the Move to Meaningful Internet Systems: CoopIS, DOA, ODBASE, GADA, and IS (OTM2007), pp. 505-521, Vilamoura, Portugal, November 25 - November 30, 2007.
   Paper [SE]
   
   
2. “An Automated Approach to Inheritance and Polymorphic Testing using a VDM++ Specification,” Aamer Nadeem, Zafar I. Malik, Michael R. Lyu, in Proceedings of the 2006 10th IEEE International Multitopic Conference (INMIC2006), pp. 224-230, Islamabad, Pakistan, December 23 - December 24, 2006.
   Paper [SE]
   
   
3. “A Framework for Inheritance Testing from VDM++ Specifications,” Aamer Nadeem, Michael R. Lyu, in Proceedings of the 12th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC2006), pp. 81-88, Riverside, USA, December 18 - December 20, 2006.
   Paper [SE]
   
   

PhD, Beijing Normal University, Beijing, China
URL:
Email: xsoar@163.com

1. “A Novel Method for Early Software Quality Prediction Based on Support Vector Machine,” Fei Xing, Ping Guo, Michael R. Lyu, in Proceedings of the 16th IEEE International Symposium on Software Reliability Engineering (ISSRE2005), pp. 213-222, Chicago, USA, November 8 - November 11, 2005.
   ISSRE 2019 30-Year Most Influential Papers
   Paper [SE]
   
   
2. “Comparison of Methods of Controlling Two Types of Error Ratio Applied to Software Reliability Prediction,” Fei Xing, Ping Guo, Michael R. Lyu, in Proceedings of the 2005 National Software and Applications Conference (NASAC2005), pp. 644-649, Nanjing, China, October 18 - October 20, 2005.
   Paper [SE]
   
   

URL: https://dblp.org/pid/96/5985.html
Email: <>

1. “An Empirical Study on Testing and Fault Tolerance for Software Reliability Engineering,” Michael R. Lyu, Zubin Huang, Sam K. S. Sze, Xia Cai, in Proceedings of the 14th IEEE International Symposium on Software Reliability Engineering (ISSRE2003), pp. 119-132, Denver, USA, November 17 - November 20, 2003.
   ISSRE 2003 Best Paper Award
   Paper [SE]
   
   

PhD, University of Washington, Seattle, WA, USA
URL: https://bbwen.github.io/
Email: bingbw@uw.edu

URL:
Email: <>

Associate Professor, National University of Defense Technology, Changsha, China
URL: https://www.learnerhub.net/#/users/110
Email: luyao08@nudt.edu.cn

Associate Researcher, Harbin Institute of Technology, Harbin, China
URL: https://homepage.hit.edu.cn/jiangyuan
Email: jiangyuan@hit.edu.cn

Professor, Beijing University of Chemical Technology, Beijing, China
URL: https://cist.buct.edu.cn/2020/0331/c8726a98733/pagem.htm
Email: zhaorl@mail.buct.edu.cn

1. “Automatic String Test Data Generation for Detecting Domain Errors,” Ruilian Zhao, Michael R. Lyu, Yinghua Min, Software Testing, Verification and Reliability (STVR), vol. 20, no. 3, pp. 209-236, 2010.
   Paper [SE]
   
   

1. “Domain Testing Based on Character String Predicate,” Ruilian Zhao, Michael R. Lyu, Yinghua Min, in Proceedings of the 12th Asian Test Symposium (ATS2003), pp. 96-101, Xi'an, China, November 17 - November 19, 2003.
   Paper [SE]
   
   
2. “A New Software Testing Approach Based on Domain Analysis of Specifications and Programs,” Ruilian Zhao, Michael R. Lyu, Yinghua Min, in Proceedings of the 14th IEEE International Symposium on Software Reliability Engineering (ISSRE2003), pp. 60-70, Denver, USA, November 17 - November 20, 2003.
   Paper [SE]
   
   
3. “Character String Predicate Based Automatic Software Test Data Generation,” Ruilian Zhao, Michael R. Lyu, in Proceedings of the 3rd International Conference on Quality Software (QSIC2003), pp. 255-262, Dallas, USA, November 6 - November 7, 2003.
   Paper [SE]
   
   

Research Professor, Eastern Institute of Technology (Ningbo), Ningbo, China
URL: https://www.eitech.edu.cn/?tid=53&p=teacher&lang=en
Email: dshuang@eitech.edu.cn

1. “Predicting Protein Interaction Sites from Residue Spatial Sequence Profile and Evolution Rate,” Bing Wang, Peng Chen, De-Shuang Huang, Jing-jing Li, Tat-Ming Lok, Michael R. Lyu, Federation of European Biochemical Societies Letters (FEBSLETT), vol. 580, no. 2, pp. 380-384, 2006.
   Paper [ML]
   
   
2. “A Novel Adaptive Sequential Niche Technique for Multimodal Function Optimization,” Jun Zhang, De-Shuang Huang, Tat-Ming Lok, Michael R. Lyu, Neurocomputing (NEUROCOMPUTING), vol. 69, no. 16-18, pp. 2396-2401, 2006.
   Paper [ML]
   
   
3. “Nonnegative Independent Component Analysis Based on Minimizing Mutual Information Technique,” Chun-Hou Zheng, De-Shuang Huang, Zhan-Li Sun, Michael R. Lyu, Tat-Ming Lok, Neurocomputing (NEUROCOMPUTING), vol. 69, no. 7-9, pp. 878-883, 2006.
   Paper [ML]
   
   
4. “Network Analysis of the Protein Chain Tertiary Structures of Heterocomplexes,” Jing-Jing Li, De-Shuang Huang, Tat-Ming Lok, Michael R. Lyu, Yi-Xue Li, Yun-Ping Zhu, Protein and Peptide Letters (PPLETT), vol. 13, no. 4, pp. 391-396, 2006.
   Paper [ML]
   
   

1. “Classification Based on Gabor Filter Using RBPNN Classification,” Zhi-kai Huang, De-Shuang Huang, Michael R. Lyu, Tat-ming Lok, in Proceedings of the 2006 International Conference on Computational Intelligence and Security (ICCIAS2006), pp. 759-762, Guangzhou, China, November 3 - November 6, 2006.
   Paper [MM]
   
   
2. “Adaptive Nearest Neighbor Classifier Based on Supervised Ellipsoid Clustering,” Guo-Jun Zhang, Ji-Xiang Du, De-Shuang Huang, Tat-Ming Lok, Michael R. Lyu, in Proceedings of the 3rd International Conference on Fuzzy Systems and Knowledge Discovery (FSKD2006), pp. 582-585, Xi'an, China, September 24 - September 28, 2006.
   Paper [ML]
   
   
3. “Spectrum Analysis Based on Windows with Variable Widths for Online Signature Verification,” Zhong-Hua Quan, De-Shuang Huang, Xiao-Lei Xia, Michael R. Lyu, Tat-Ming Lok, in Proceedings of the 18th International Conference on Pattern Recognition (ICPR2006), pp. 1122-1125, Hong Kong, China, August 20 - August 24, 2006.
   Paper [MM]
   
   
4. “A Novel Image Retrieval System Based on BP Neural Network,” Jun-Hua Han, De-Shuang Huang, Tat-Ming Lok, Michael R. Lyu, in Proceedings of the 2005 IEEE International Joint Conference on Neural Networks (IJCNN2005), pp. 2561-2564, Montreal, Canada, July 31 - August 4, 2005.
   Paper [ML]
   
   

From Chinese University of Hong Kong
URL: daidasen.github.io
Email: 1155211130@link.cuhk.edu.hk

“Test Driven Web App Development” Report Poster

From Chinese University of Hong Kong
URL:
Email: 1155233425@link.cuhk.edu.hk

“Generative AI for Physics Simulation” Report Poster

From Chinese University of Hong Kong
URL:
Email: cxyedwinter@gmail.com

“3D Animation Generation” Report Poster

From Chinese University of Hong Kong
URL: hkwxx.com
Email: wxx@hkwxx.com

“Benchmarking Spatial Intelligence and Physical Common Sense in Large Multimodal Models” Report Poster

From Chinese University of Hong Kong
URL:
Email: 1155211012@link.cuhk.edu.hk

“Benchmarking Spatial Intelligence and Physical Common Sense in Large Multimodal Models” Report Poster

From Chinese University of Hong Kong
URL: home.tscu.dev
Email: 1155210994@link.cuhk.edu.hk

“Code Refactoring” Report Poster

From Chinese University of Hong Kong
URL: https://github.com/lee492n
Email: lee492n@163.com

“Memory Failures of Agentic Systems, MOE for UI to code” Report Poster

From Sun Yat-sen University
URL: https://github.com/2ira/xinyuli.github.io/blob/main/resume_English.pdf
Email: lixy769@mail2.sysu.edu.cn

“AutoLogCapture: Generating High-Fidelity Logs for Anomaly Detection via Automated Program Synthesis” Report Poster

From Sun Yat-sen University
URL:
Email: maochx5@mail2.sysu.edu.cn

“WebAssembly and LLM for log parsing” Report Poster

From Beihang University
URL: https://asc8384.github.io/
Email: buaast@buaa.edu.cn

“Code LLM” Report Poster

From Chinese University of Hong Kong
URL: https://sharrony1.github.io
Email: 1155191375@link.cuhk.edu.hk

“Tackling with multi-user alignment issues in VR software” Report Poster

From Chinese University of Hong Kong
URL:
Email: 1155191432@link.cuhk.edu.hk

“Tackling with multi-user alignment issues in VR software” Report Poster

From Chinese University of Hong Kong
URL:
Email: 1155173880@link.cuhk.edu.hk

“Gaming Agent for VR Non-Real-Time Interactive VR Games” Report Poster

From Chinese University of Hong Kong
URL: https://www.linkedin.com/in/siu-po-wong-129b53170/
Email: bowsp03@gmail.com

“How do large language models sovle mathematic problems?” Report Poster

From Chinese University of Hong Kong
URL:
Email: 1155191560@link.cuhk.edu.hk

“How do large language models sovle mathematic problems?” Report Poster

From Chinese University of Hong Kong
URL:
Email: 1155191433@link.cuhk.edu.hk

“How do large language models sovle mathematic problems?” Report Poster

From Chinese University of Hong Kong
URL:
Email: 1155211267@link.cuhk.edu.hk

“Interpreting memorization in LLMs” Report Poster

From Chinese University of Hong Kong
URL: https://clearlove43967.github.io
Email: 1155191496@link.cuhk.edu.hk

“Get Your Best Answer in Time: Balancing Robustness and Efficiency of LRM Reasoning” Report Poster

From Chinese University of Hong Kong
URL:
Email: 1155191595@link.cuhk.edu.hk

“Get Your Best Answer in Time: Balancing Robustness and Efficiency of LRM Reasoning” Report Poster

From Chinese University of Hong Kong
URL:
Email: 1155210982@link.cuhk.edu.hk

“Towards Large Multimodal Reasoning Models” Report Poster

From Chinese University of Hong Kong
URL:
Email: yangathena22@gmail.com

“Game development with MLLM” Report Poster

1. “90% Faster, 100% Code-Free: MLLM-Driven Zero-Code 3D Game Development,” Runxin Yang, Yuxuan Wan, Shuqing Li, Michael R. Lyu, Proceedings of the 34th ACM International Conference on the Foundations of Software Engineering (FSE-IVR2026), pp. 1381-1385, Montreal, Canada, July 5 - 9, 2026.
   Paper [SE]
   
   

From Chinese University of Hong Kong
URL:
Email: 1155194526@link.cuhk.edu.hk

“3D Scene Generation with MLLMs” Report Poster

From Chinese University of Hong Kong
URL:
Email: 1155210986@link.cuhk.edu.hk

“Frontend development with MLLM” Report Poster

From Sun Yat-Sen University
URL:
Email: baoych3@mail2.sysu.edu.cn

From Sun Yat-Sen University
URL:
Email: longyd5@mail2.sysu.edu.cn

From Tsinghua University
URL:
Email: rflu@cse.cuhk.edu.hk

From Chinese University of Hong Kong
URL:
Email: bcjustin2003@proton.me

From Chinese University of Hong Kong
URL:
Email: C1506385842@163.com

1. “Data Compressibility Quantifies LLM Memorization.,” Yizhan Huang, Zhe Yang, Meifang Chen, Huang Nianchen, Jianping Zhang, Michael R. Lyu, Transactions on Machine Learning Research (TMLR), Published, 2026.
   Paper [ML]
   
   

1. “Understanding Secret Leakage Risks in Code LLMs: A Tokenization Perspective,” Meifang Chen, Zhe Yang, Huang Nianchen, Yizhan Huang, Yichen Li, Zihan Li, Michael R. Lyu, Findings of the Association for Computational Linguistics: ACL 2026 (ACL-Findings2026), pp. 108-119, San Diego, USA, July 2 - July 7, 2026.
   Paper [ML]
   
   

From Chinese University of Hong Kong
URL:
Email: dy13367795706@gmail.com

1. “Divide-and-Conquer: Generating UI Code from Screenshots,” Yuxuan Wan, Chaozheng Wang, Yi Dong, Wenxuan Wang, Shuqing Li, Yintong Huo, Michael R. Lyu, In 33nd ACM International Conference on the Foundations of Software Engineering (FSE2025), pp. 2099-2122, Trondheim, Norway, June 23 - 27, 2025.
   Paper [SE]
   
   

From Chinese University of Hong Kong
URL: https://www.linkedin.com/in/racolau0815/
Email: <>

From Chinese University of Hong Kong
URL: https://www.linkedin.com/in/linqi-liu-7340b2316/
Email: Lnlmllq607@gmail.com

1. “Where Fact Ends and Fairness Begins: Redefining AI Bias Evaluation through Cognitive Biases.,” Jen-tse Huang, Yuhang Yan, Linqi Liu, Yixin Wan, Wenxuan Wang, Kai-Wei Chang, Michael R. Lyu, Findings of the Association for Computational Linguistics: EMNLP 2025 (EMNLP2025), pp. 10974-10993, Suzhou, China, November 4 - 9, 2025.
   Paper [ML]
   
   

From Chinese University of Hong Kong
URL:
Email: suyihang201@gmail.com

1. “MedChain: Bridging the Gap Between LLM Agents and Clinical Practice with Interactive Sequence,” Jie Liu, Wenxuan Wang, Zizhan Ma, Guolin Huang, Yihang Su, Kao-Jung Chang, Haoliang Li, Linlin Shen, Michael R. Lyu, Wenting Chen, 39th Conference on Neural Information Processing Systems (NeurIPS2025), pp. 82804-82852, San Diego, USA, December 2 - 7, 2025.
   Paper [ML]
   
   
2. “Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models,” Jie Liu, Wenxuan Wang, Yihang Su, Jingyuan Huang, Yudi Zhang, Cheng-Yi Li, Wenting Chen, Xiaohan Xing, Kao-Jung Chang, Linlin Shen, Michael R. Lyu, in Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL2025), pp. 24181-24201, Vienna, Austria, July 27 - August 1, 2025.
   Paper [ML]
   
   

From Chinese University of Hong Kong
URL: https://yany-henry.me/
Email: yanyuhang2002@foxmail.com

1. “Where Fact Ends and Fairness Begins: Redefining AI Bias Evaluation through Cognitive Biases.,” Jen-tse Huang, Yuhang Yan, Linqi Liu, Yixin Wan, Wenxuan Wang, Kai-Wei Chang, Michael R. Lyu, Findings of the Association for Computational Linguistics: EMNLP 2025 (EMNLP2025), pp. 10974-10993, Suzhou, China, November 4 - 9, 2025.
   Paper [ML]
   
   

From Chinese University of Hong Kong
URL:
Email: yangzhe9666@gmail.com

1. “Data Compressibility Quantifies LLM Memorization.,” Yizhan Huang, Zhe Yang, Meifang Chen, Huang Nianchen, Jianping Zhang, Michael R. Lyu, Transactions on Machine Learning Research (TMLR), Published, 2026.
   Paper [ML]
   
   

1. “Understanding Secret Leakage Risks in Code LLMs: A Tokenization Perspective,” Meifang Chen, Zhe Yang, Huang Nianchen, Yizhan Huang, Yichen Li, Zihan Li, Michael R. Lyu, Findings of the Association for Computational Linguistics: ACL 2026 (ACL-Findings2026), pp. 108-119, San Diego, USA, July 2 - July 7, 2026.
   Paper [ML]
   
   

From Chinese University of Hong Kong
URL: https://www.hnbai.com/
Email: baihn2002@outlook.com

1. “New Job, New Gender? Measuring the Social Bias in Image Generation Models,” Wenxuan Wang, Haonan Bai, Jen-tse Huang, Yuxuan Wan, Youliang Yuan, Haoyi Qiu, Nanyun Peng, Michael R. Lyu, in Proceedings of The 32nd ACM Multimedia Conference (ACMMM2024), pp. 3781-3789, Melbourne, Australia, October 28 - November 1, 2024.
   Paper [MM]
   
   
2. “BiasAsker: Measuring the Bias in Conversational AI System,” Yuxuan Wan, Wenxuan Wang, Pinjia He, Jiazhen Gu, Haonan Bai, Michael R. Lyu, in Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2023), pp. 515-527, San Francisco, USA, December 3 - December 9, 2023.
   Paper [SE]
   
   

From Chinese University of Hong Kong
URL: https://openreview.net/profile?id=~Chang_Chen6
Email: wyxg233@gmail.com

1. “All Languages Matter: On the Multilingual Safety of LLMs,” Wenxuan Wang, Zhaopeng Tu, Chang Chen, Youliang Yuan, Jen-tse Huang, Wenxiang Jiao, Michael R. Lyu, in Findings of the Association for Computational Linguistics: ACL 2024 (ACL-Findings2024), pp. 5865-5877, Bangkok, Thailand, August 11 - August 16, 2024.
   Paper [ML]
   
   
2. “An Image is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software,” Wenxuan Wang, Jingyuan Huang, Jen-tse Huang, Chang Chen, Jiazhen Gu, Pinjia He, Michael R. Lyu, in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023), pp. 1339-1351, Luxembourg City, Luxembourg, September 11 - September 15, 2023.
   Paper [SE]
   
   
3. “Validating Multimedia Content Moderation Software via Semantic Fusion,” Wenxuan Wang, Jingyuan Huang, Chang Chen, Jiazhen Gu, Jianping Zhang, Weibin Wu, Pinjia He, Michael R. Lyu, in Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA2023), pp. 576-588, Seattle, USA, July 17 - July 21, 2023.
   Paper [SE]
   
   

From Chinese University of Hong Kong
URL:
Email: <>

1. “Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models,” Wenxuan Wang, Wenxiang Jiao, Jingyuan Huang, Ruyi Dai, Jen-tse Huang, Zhaopeng Tu, Michael R. Lyu, in Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL2024), pp. 6349-6384, Bangkok, Thailand, August 11 - August 16, 2024.
   Paper [ML]
   
   

From Chinese University of Hong Kong
URL:
Email: jingyuanhuangharvey@gmail.com

1. “Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models,” Jie Liu, Wenxuan Wang, Yihang Su, Jingyuan Huang, Yudi Zhang, Cheng-Yi Li, Wenting Chen, Xiaohan Xing, Kao-Jung Chang, Linlin Shen, Michael R. Lyu, in Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL2025), pp. 24181-24201, Vienna, Austria, July 27 - August 1, 2025.
   Paper [ML]
   
   
2. “Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models,” Wenxuan Wang, Wenxiang Jiao, Jingyuan Huang, Ruyi Dai, Jen-tse Huang, Zhaopeng Tu, Michael R. Lyu, in Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL2024), pp. 6349-6384, Bangkok, Thailand, August 11 - August 16, 2024.
   Paper [ML]
   
   
3. “An Image is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software,” Wenxuan Wang, Jingyuan Huang, Jen-tse Huang, Chang Chen, Jiazhen Gu, Pinjia He, Michael R. Lyu, in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023), pp. 1339-1351, Luxembourg City, Luxembourg, September 11 - September 15, 2023.
   Paper [SE]
   
   
4. “Validating Multimedia Content Moderation Software via Semantic Fusion,” Wenxuan Wang, Jingyuan Huang, Chang Chen, Jiazhen Gu, Jianping Zhang, Weibin Wu, Pinjia He, Michael R. Lyu, in Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA2023), pp. 576-588, Seattle, USA, July 17 - July 21, 2023.
   Paper [SE]
   
   

From Chinese University of Hong Kong
URL: https://www.linkedin.com/in/juluan-shi-979338251/
Email: a1214110899@gmail.com

1. “Identifying the Achilles' Heel: An Iterative Method for Uncovering Factual Errors in Large Language Models,” Wenxuan Wang, Yuk-Kit Chan, Zixuan Ling, Juluan Shi, Youliang Yuan, Jen-tse Huang, Yifei Zhang, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu, Findings of the Association for Computational Linguistics: ACL 2026 (ACL-Findings2026), pp. 34288-34309, San Diego, USA, July 2 - July 7, 2026.
   Paper [ML]
   
   
2. “Learning to Ask: When LLM Agents Meet Unclear Instruction.,” Wenxuan Wang, Juluan Shi, Zixuan Ling, Yuk-Kit Chan, Chaozheng Wang, Cheryl Lee, Youliang Yuan, Jen-tse Huang, Wenxiang Jiao, Michael R. Lyu, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP2025), pp. 21773-21784, Suzhou, China, November 4 - 9, 2025.
   Paper [ML]
   
   

From Harbin Institute of Technology, Shenzhen
URL: https://xin-cheng-wen.github.io/
Email: xiamenwxc@foxmail.com

From National Taiwan University
URL:
Email: <>

From National Taiwan University
URL:
Email: <>

From Sun Yat-sen University
URL: https://shanshw.github.io/
Email: shanshw@mail2.sysu.edu.cn

1. “EvLog: Identifying Anomalous Logs over Software Evolution,” Yintong Huo, Cheryl Lee, Yuxin Su, Shiwen Shan, Jinyang Liu, Michael R. Lyu, in Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering (ISSRE2023), pp. 391-402, Florence, Italy, October 9 - October 12, 2023.
   Paper [SE]
   
   

From Sun Yat-sen University
URL:
Email: <>

From Chinese University of Hong Kong
URL:
Email: <>

“Generating Adversarial Examples in Text Classification” Report Poster

From Chinese University of Hong Kong
URL:
Email: <>

“Generating Adversarial Examples in Text Classification” Report Poster

From Chinese University of Hong Kong
URL:
Email: <>

“Generating Adversarial Examples to Attack Semantic Parser” Report Poster

From Chinese University of Hong Kong
URL:
Email: <>

“Adversarial Attack Strategies On Machine Reading Comprehension Models” Report Poster

From Chinese University of Hong Kong
URL:
Email: <>

“Adversarial Attack for Semantic Parsing” Report Poster

From Chinese University of Hong Kong
URL:
Email: <>

From Chinese University of Hong Kong
URL:
Email: <>

From Sun Yat-sen University
URL:
Email: <>

From University of Washington
URL:
Email: <>

From Beijing Jiaotong University
URL:
Email: <>

1. “IntelliAd: Assisting Mobile App Developers in Measuring Ad Costs Automatically,” Cuiyun Gao, Yichuan Man, Hui Xu, Jieming Zhu, Yangfan Zhou, Michael R. Lyu, in Proceedings of the 39th International Conference on Software Engineering Companion Volume (ICSE:C2017), pp. 253-255, Buenos Aires, Argentina, May 20 - May 28, 2017.
   Paper [SE]
   
   
2. “Experience Report: Understanding Cross-Platform App Issues from User Reviews,” Yichuan Man, Cuiyun Gao, Michael R. Lyu, Jiuchun Jiang, in Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering (ISSRE2016), pp. 138-149, Ottawa, Canada, October 23 - October 27, 2016.
   Paper [SE]
   
   

From Beijing University of Posts and Telecommunications
URL:
Email: <>

From National Taiwan University
Placement: Assistant Professor, Fu Jen Catholic University, New Taipei City, Taiwan
URL: http://www.math.fju.edu.tw/en/faculty-staff/faculty-en/team/hu-yung-li-e
Email: 145299@mail.fju.edu.tw

From National Taiwan University
Placement: Senior Software Engineer, Eastern Home Shopping & Leisure Co., Ltd., Taipei City, Taiwan
URL: https://www.cakeresume.com/me/Bing.Su
Email: <>

From Sun Yat-sen University
URL:
Email: <>

From Sun Yat-sen University (Currently an Assistant Professor in the University of Utah)
URL: https://tao.aisec.world/
Email: <>

1. “MalPat: Mining Patterns of Malicious and Benign Android Apps via Permission-Related APIs,” Guanhong Tao, Zibin Zheng, Ziying Guo, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 67, no. 1, pp. 355-369, 2018.
   Paper [SE]
   
   
2. “Reliability Prediction for Internetware Applications: A Research Framework and Its Practical Use,” Zibin Zheng, Jingke Meng, Guanhong Tao, Michael R. Lyu, China Communications (ChinaCom), vol. 12, no. 12, pp. 13-20, 2015.
   Paper [SE]
   
   

From Zhejiang University
URL:
Email: <>

From Zhejiang University
URL:
Email: <>

From Zhejiang University
Placement: Senior Researcher, Waabi, Toronto, Canada
URL: https://www.cs.toronto.edu/~yuwen/
Email: yuwen.xiong.cs@gmail.com

From Xi'an Jiaotong University
Placement: Program Associate, Siemens, Portland, OR, USA
URL: https://www.linkedin.com/in/xinyu-deng/
Email: dengxinyu.china@gmail.com

From National University of Defense Technology
Placement: Associate Professor, National University of Defense Technology, Changsha, China
URL: https://ieeexplore.ieee.org/author/37529794800
Email: <>

1. “An Online Service-Oriented Performance Profiling Tool for Cloud Computing Systems,” Haibo Mi, Huaimin Wang, Yangfan Zhou, Michael R. Lyu, Hua Cai, Gang Yin, Frontiers of Computer Science (FCS), vol. 7, no. 3, pp. 431-445, 2013.
   Paper [DS]
   
   
2. “Toward Fine-Grained, Unsupervised, Scalable Performance Diagnosis for Production Cloud Computing Systems,” Haibo Mi, Huaimin Wang, Yangfan Zhou, Michael R. Lyu, Hua Cai, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 24, no. 6, pp. 1245-1255, 2013.
   Paper [DS]
   
   
3. “Localizing Root Causes of Performance Anomalies in Cloud Computing Systems by Analyzing Request Trace Logs,” Haibo Mi, Huaimin Wang, Yangfan Zhou, Michael R. Lyu, Hua Cai, Science China Information Sciences (SCIS), vol. 55, no. 12, pp. 2757-2773, 2012.
   Paper [DS]
   
   

1. “P-Tracer: Path-Based Performance Profiling in Cloud Computing Systems,” Haibo Mi, Huaimin Wang, Hua Cai, Yangfan Zhou, Michael R. Lyu, Zhenbang Chen, in Proceedings of the 36th Annual International Computer Software and Applications Conference (COMPSAC2012), pp. 509-514, Izmir, Turkey, July 16 - July 20, 2012.
   Paper [SE]
   
   

From Peking University
URL:
Email: <>

From Zhejiang University
Placement: Associate Professor, Sun Yat-sen University, Guangzhou, China
URL: https://chenliang.tech/
Email: chenliang6@mail.sysu.edu.cn

1. “Incorporating Geographical Location for Team Formation in Social Coding Sites,” Liang Chen, Yongjian Ye, Angyu Zheng, Fenfang Xie, Zibin Zheng, Michael R. Lyu, World Wide Web: Internet and Web Information Systems (WWW), vol. 23, no. 1, pp. 153-174, 2020.
   Paper [DS]
   
   
2. “Clustering Web Services to Facilitate Service Discovery,” Jian Wu, Liang Chen, Zibin Zheng, Michael R. Lyu, Zhaohui Wu, Knowledge and Information Systems (KAIS), vol. 38, no. 1, pp. 207-229, 2014.
   Paper [ML]
   
   
3. “Modeling and Exploiting Tag Relevance for Web Service Mining,” Liang Chen, Jian Wu, Zibin Zheng, Michael R. Lyu, Zhaohui Wu, Knowledge and Information Systems (KAIS), vol. 39, no. 1, pp. 153-173, 2014.
   Paper [ML]
   
   

1. “WSTRank: Ranking Tags to Facilitate Web Service Mining,” Liang Chen, Zibin Zheng, Yipeng Feng, Jian Wu, Michael R. Lyu, in Proceedings of the 10th International Conference on Service-Oriented Computing (ICSOC2012), pp. 574-581, Shanghai, China, November 12 - November 15, 2012.
   Paper [DS]
   
   

From Zhejiang University
Placement: Co-Founder & Deputy General Manager, Hangzhou Qulian Technology Co., Ltd., Hangzhou China
URL: https://www.linkedin.com/in/weiwei-qiu-8648b64a/
Email: <>

1. “Reliability-Based Design Optimization for Cloud Migration,” Weiwei Qiu, Zibin Zheng, Xinyu Wang, Xiaohu Yang, Michael R. Lyu, IEEE Transactions on Services Computing (TSC), vol. 7, no. 2, pp. 223-236, 2014.
   Paper [DS]
   
   

1. “Reputation-Aware QoS Value Prediction of Web Services,” Weiwei Qiu, Zibin Zheng, Xinyu Wang, Xiaohu Yang, Michael R. Lyu, in Proceedings of the 10th IEEE International Conference on Services Computing (SCC2013), pp. 41-48, Santa Clara, USA, June 28 - July 3, 2013.
   Paper [DS]
   
   

From Massachusetts Institute of Technology
Placement: Assistant Professor, Northeastern University, Boston, MA, USA
URL: https://www.khoury.northeastern.edu/home/lsw/
Email: lsw@ccs.neu.edu

Research & Development Specialist, Cheltenham, UK
URL: https://www.linkedin.com/in/edwardyau/
Email: <>

1. “ART: Augmented Reality Table for Interactive Trading Card Game,” Albert H. T. Lam, Kevin C. H. Chow, Edward H. H. Yau, Michael R. Lyu, in Proceedings of the 6th ACM International Conference on Virtual Reality Continuum and its Applications (VRCIA2006), pp. 357-360, Hong Kong, China, June 14 - June 17, 2006.
   Paper [MM]
   
   
2. “Automatic 3D Face Modeling Using 2D Active Appearance Models,” Jianke Zhu, Steven C. H. Hoi, Edward H. H. Yau, Michael R. Lyu, in Proceedings of the 13th Pacific Conference on Computer Graphics and Applications (PG2005), pp. 1-3, Macao, China, October 12 - October 14, 2005.
   Paper [MM]
   
   
3. “ARCADE: Augmented Reality Computing Arena for Digital Entertainment,” Michael R. Lyu, Irwin King, T.T. Wong, Edward H. H. Yau, Pat P. W. Chan, in Proceedings of the 2005 IEEE Aerospace Conference (Aerospace2005), pp. 1-9, Big Sky, USA, March 5 - March 12, 2005.
   Paper [DS]
   
   
4. “A Wireless Handheld Multi-Modal Digital Video Library Client System,” Michael R. Lyu, Jerome Yen, Edward H. H. Yau, Sam K. S. Sze, in Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR2003), pp. 231-238, Berkeley, USA, 7-Nov-03.
   Paper [MM]
   
   
5. “A Wireless Client for Accessing Multimodal Digital Video Library Systems,” Sam K. S. Sze, Michael R. Lyu, Henry K. P. Choi, Edward H. H. Yau, in Proceedings of the 12th International Conference on World Wide Web: Posters (WWW:P2003), Budapest, Hungary, May 20 - May 24, 2003.
   Paper [DS]
   
   
6. “XVIP: An XML-Based Video Information Processing System,” Edith C. H. Ngai, Pat P. W. Chan, Edward H. H. Yau, Michael R. Lyu, in Proceedings of the 26th Annual International Computer Software and Applications Conference (COMPSAC2002), pp. 173-178, Oxford, The United Kingdom, August 26 - August 29, 2002.
   Paper [SE]
   
   
7. “A Multilingual, Multimodal Digital Video Library System,” Michael R. Lyu, Edward H. H. Yau, Sam K. S. Sze, in Proceedings of the 2nd ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL2002), pp. 145-153, Portland, USA, June 14 - June 18, 2002.
   Paper [DS]
   
   
8. “iVIEW: An Intelligent Video over InternEt and Wireless Access System,” Michael R. Lyu, Sam K. S. Sze, Edward H. H. Yau, in Proceedings of the 11th international conference on World Wide Web: Alternate Track Papers & Posters (WWW:ATPP2002), pp. 1-26, Hawaii, USA, May 7 - May 11, 2002.
   Paper [DS]
   
   

Engineer, 6waves, HKSAR, China
URL: https://www.linkedin.com/in/tonywat/
Email: <>

URL:
Email: <>

Bank of China, Hong Kong, HKSAR, China
URL:
Email: sequence@netvigator.com

1. “An Empirical Study on Testing and Fault Tolerance for Software Reliability Engineering,” Michael R. Lyu, Zubin Huang, Sam K. S. Sze, Xia Cai, in Proceedings of the 14th IEEE International Symposium on Software Reliability Engineering (ISSRE2003), pp. 119-132, Denver, USA, November 17 - November 20, 2003.
   ISSRE 2003 Best Paper Award
   Paper [SE]
   
   
2. “A Wireless Handheld Multi-Modal Digital Video Library Client System,” Michael R. Lyu, Jerome Yen, Edward H. H. Yau, Sam K. S. Sze, in Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR2003), pp. 231-238, Berkeley, USA, 7-Nov-03.
   Paper [MM]
   
   
3. “A Wireless Client for Accessing Multimodal Digital Video Library Systems,” Sam K. S. Sze, Michael R. Lyu, Henry K. P. Choi, Edward H. H. Yau, in Proceedings of the 12th International Conference on World Wide Web: Posters (WWW:P2003), Budapest, Hungary, May 20 - May 24, 2003.
   Paper [DS]
   
   
4. “A Multilingual, Multimodal Digital Video Library System,” Michael R. Lyu, Edward H. H. Yau, Sam K. S. Sze, in Proceedings of the 2nd ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL2002), pp. 145-153, Portland, USA, June 14 - June 18, 2002.
   Paper [DS]
   
   
5. “iVIEW: An Intelligent Video over InternEt and Wireless Access System,” Michael R. Lyu, Sam K. S. Sze, Edward H. H. Yau, in Proceedings of the 11th international conference on World Wide Web: Alternate Track Papers & Posters (WWW:ATPP2002), pp. 1-26, Hawaii, USA, May 7 - May 11, 2002.
   Paper [DS]
   
   
6. “A Wireless XML-Based Handheld Multimodal Digital Video Library Client System,” Sam K. S. Sze, Henry K. P. Choi, Michael R. Lyu, in Proceedings of the 11th International Conference on World Wide Web: Posters (WWW:P2002), pp. 1-4, Honolulu, USA, May 7 - May 11, 2002.
   WWW 2002 Best Poster Paper Award
   Paper [DS]
   
   
7. “ATACOBOL: A COBOL Test Coverage Analysis Tool and Its Applications,” Sam K. S. Sze, Michael R. Lyu, in Proceedings of the 11th IEEE International Symposium on Software Reliability Engineering (ISSRE2000), pp. 327-335, San Jose, USA, October 8 - October 11, 2000.
   Paper [SE]
   
   

Senior Managing Consultant/Architect, IBM, HKSAR China
URL: https://www.linkedin.com/in/nicky-ng-922793197/
Email: <>

1. “ADVISE: Advanced Digital Video Information Segmentation Engine,” Nicky C. W. Ng, Michael R. Lyu, in Proceedings of the 11th International Conference on World Wide Web: Posters (WWW:P2002), pp. 1-5, Honolulu, USA, May 7 - May 11, 2002.
   Paper [DS]
   
   
2. “Video Comparison Using Tree Matching Algorithm,” Nicky C. W. Ng, Irwin King, Michael R. Lyu, in Proceedings of the 2001 International Conference on Imaging Science, Systems and Technology (CISST2001), pp. 184-190, Las Vegas, USA, June 25 - June 28, 2001.
   Paper [MM]
   
   

Director of Data Science, REMERGE - App Retargeting, Germany
URL: https://www.linkedin.com/in/jackyma/
Email: <>

1. “Design and Implementation of XML-Based Digital Video Library System,” Jacky C. K. Ma, Michael R. Lyu, in Proceedings of the 2001 International Conference on Internet Computing (IC2001), pp. 371-374, Las Vegas, USA, June 25 - June 28, 2001.
   Paper [DS]
   
   

Software Architect, PePLink Limited, UK
URL: https://www.linkedin.com/in/kennykwok/
Email: <>

1. “A Novel PAT-Tree Approach to Chinese Document Clustering,” Kenny C. L. Kwok, Michael R. Lyu, Irwin King, in Proceedings of the 2001 International Symposium on Information Systems and Engineering (ISE2001), pp. 85-91, Las Vegas, USA, June 25 - June 28, 2001.
   Paper [SE]
   
   

Principal Software Engineer, Huawei, HKSAR, China
URL: https://www.linkedin.com/in/henry-choi-03a5827/
Email: <>

1. “A Wireless Client for Accessing Multimodal Digital Video Library Systems,” Sam K. S. Sze, Michael R. Lyu, Henry K. P. Choi, Edward H. H. Yau, in Proceedings of the 12th International Conference on World Wide Web: Posters (WWW:P2003), Budapest, Hungary, May 20 - May 24, 2003.
   Paper [DS]
   
   
2. “A Wireless XML-Based Handheld Multimodal Digital Video Library Client System,” Sam K. S. Sze, Henry K. P. Choi, Michael R. Lyu, in Proceedings of the 11th International Conference on World Wide Web: Posters (WWW:P2002), pp. 1-4, Honolulu, USA, May 7 - May 11, 2002.
   WWW 2002 Best Poster Paper Award
   Paper [DS]
   
   

URL:
Email: <>

Application Lead, EDF Trading, UK
URL: https://www.linkedin.com/in/anthony-chan-68a617208/
Email: <>

1. “Securing Mobile Agents for Electronic Commerce: An Experiment,” Anthony H. W. Chan, Caris K. M. Wong, Mole T. Y. Wong, Michael R. Lyu, in Proceedings of the 16th IFIP World Computer Congress: The IFIP TC11 15th Annual Working Conference on Information Security (WCC:Sec2000), pp. 471-480, Beijing, China, August 22 - August 24, 2000.
   Paper [DS]
   
   
2. “SIAS: A Secure Shopping Information Agent System,” Anthony H. W. Chan, Mole T. Y. Wong, Caris K. M. Wong, Michael R. Lyu, in Proceedings of the Fourth International Conference on Autonomous Agents (Agents2000), pp. 257-258, Barcelona, Spain, June 3 - June 7, 2000.
   Paper [DS]
   
   
3. “Design, Implementation, and Experimentation on Mobile Agent Security for Electronic Commerce Applications,” Anthony H. W. Chan, Caris K. M. Wong, Mole T. Y. Wong, Michael R. Lyu, in Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA2000), Las Vegas, USA, June 24 - June 29, 2000.
   Paper [SE]
   
   
4. “Security Modeling and Evaluation for the Mobile Code Paradigm,” Anthony H. W. Chan, Michael R. Lyu, in Proceedings of the 5th Asian Computing Science Conference (ASIAN1999), pp. 371-372, Phuket, Thailand, December 10 - December 12, 1999.
   Paper [SE]
   
   
5. “The Mobile Code Paradigm and Its Security Issues,” Anthony H. W. Chan, Michael R. Lyu, in Proceedings of World Wide Web: Technologies and Applications for the New Millennium: The 1999 Asia Pacific Web Conference (APWeb1999), pp. 353-357, Hong Kong, China, September 27 - September 29, 1999.
   Paper [DS]
   
   

URL:
Email: <>

1. “A Comprehensive Method for Multilingual Video Text Detection, Localization, and Extraction,” Michael R. Lyu, Jiqiang Song, Min Cai, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 15, no. 2, pp. 243-255, 2005.
   Paper [MM]
   
   

1. “A Robust Statistic Method for Classifying Color Polarity of Video Text,” Jiqiang Song, Min Cai, Michael R. Lyu, in Proceedings of the 2003 IEEE International Conference on Multimedia and Expo (ICME2003), pp. 385-388, Baltimore, USA, July 6 - July 9, 2003.
   Paper [MM]
   
   
2. “PVCAIS: A Personal Videoconference Archive Indexing System,” Jiqiang Song, Michael R. Lyu, Jenq-Neng Hwang, Min Cai, in Proceedings of the 2003 IEEE International Conference on Multimedia and Expo (ICME2003), pp. 673-676, Baltimore, USA, July 6 - July 9, 2003.
   Paper [MM]
   
   
3. “A Robust Statistic Method for Classifying Color Polarity of Video Text,” Jiqiang Song, Min Cai, Michael R. Lyu, in Proceedings of the 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2003), pp. 581-584, Hong Kong, China, April 6 - April 10, 2003.
   Paper [MM]
   
   
4. “A New Approach for Video Text Detection,” Michael R. Lyu, Jiqiang Song, Min Cai, in Proceedings of the 2002 International Conference on Image Processing (ICIP2002), pp. 117-120, Rochester, USA, September 22 - September 25, 2002.
   Paper [MM]
   
   
5. “A New Approach for Line Recognition in Large-Size Images Using Hough Transform,” Jiqiang Song, Min Cai, Michael R. Lyu, Shijie Cai, in Proceedings of the 16th International Conference on Pattern Recognition (ICPR2002), pp. 33-36, Quebec, Canada, August 11 - August 15, 2002.
   Paper [MM]
   
   
6. “Edge Color Distribution Transform: An Efficient Tool for Object Detection in Images,” Jiqiang Song, Min Cai, Michael R. Lyu, in Proceedings of the 16th International Conference on Pattern Recognition (ICPR2002), pp. 608-612, Quebec, Canada, August 11 - August 15, 2002.
   Paper [MM]
   
   
7. “Graphics Recognition from Binary Images: One Step or Two Steps,” Jiqiang Song, Min Cai, Michael R. Lyu, Shijie Cai, in Proceedings of the 16th International Conference on Pattern Recognition (ICPR2002), pp. 135-138, Quebec, Canada, August 11 - August 15, 2002.
   Paper [MM]