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| ====== Research Interests ====== | ====== Research Interests ====== | ||
| * **Machine learning, social computing, neural networks, web intelligence, data mining, information retrieval, plagiarism detection, multimedia information processing** | * **Machine learning, social computing, neural networks, web intelligence, data mining, information retrieval, plagiarism detection, multimedia information processing** | ||
| - | * Natural language processing, Q&A, key phrase summarization, sentiment analysis, etc. | ||
| * Graph neural networks, graph embedding, knowledge graph, etc. | * Graph neural networks, graph embedding, knowledge graph, etc. | ||
| - | * AI and graph applications in medicine, e.g., protein folding, data mining of health records, medical knowledge graph, etc. | + | * Natural language processing, Q&A, key phrase summarization, sentiment analysis, etc. |
| + | * Federated learning and related topics in security and privacy, robustness, etc. | ||
| + | * AI and graph applications in medicine, e.g., protein folding, data mining of health records, medical knowledge graphs, etc. | ||
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| - | <color red>**Multiple Positions Available (December 2021)**</color> | + | <color red>**Multiple Positions Available (January 2023)**</color> |
| - | * Looking for qualified **PhD candidates** interested in graph neural networks, knowledge graphs, machine learning, NLP, social computing, AI, data mining, or related fields to start in August 2022. | + | * Looking for qualified **PhD candidates** interested in graph neural networks, machine learning, NLP, federated learning, social computing, AI, data mining, or related fields to start in August 2023. |
| - | * Looking for experienced **programmers/software engineers/web developers** to work in front-end and back-end web development projects involving AI, education, and related projects. Please see this [[https://keep.edu.hk/en/careers|link]] for more information on various engineering positions available. | + | * Looking for experienced **programmers/software engineers/web developers** to work in front-end and back-end web development projects involving AI, education, and related projects. Please see this [[https://keep.edu.hk/en/careers|link]] for more information on various engineering positions. |
| - | * Post 1: [[https://cuhk.taleo.net/careersection/cu_career_non_teach/jobdetail.ftl?job=210000UW&tz=GMT%2B08%3A00&tzname=Asia%2FHong_Kong|Assistant Computer Officer (carrying the job title of ‘Software Engineer’) - (210000UW)]] | + | /* * Post 1: [[https://cuhk.taleo.net/careersection/cu_career_non_teach/jobdetail.ftl?job=210000UW&tz=GMT%2B08%3A00&tzname=Asia%2FHong_Kong|Assistant Computer Officer (carrying the job title of ‘Software Engineer’) - (210000UW)]] |
| * Post 2: [[https://cuhk.taleo.net/careersection/cu_career_non_teach/jobdetail.ftl?job=210000UV&tz=GMT%2B08%3A00&tzname=Asia%2FHong_Kong|Computer Technician II (carrying the job title of ‘Analyst Programmer’ or ‘Full Stack Developer’) - (210000UV)]] | * Post 2: [[https://cuhk.taleo.net/careersection/cu_career_non_teach/jobdetail.ftl?job=210000UV&tz=GMT%2B08%3A00&tzname=Asia%2FHong_Kong|Computer Technician II (carrying the job title of ‘Analyst Programmer’ or ‘Full Stack Developer’) - (210000UV)]] | ||
| * Post 3: [[https://cuhk.taleo.net/careersection/cu_career_non_teach/jobdetail.ftl?job=210000UX&tz=GMT%2B08%3A00&tzname=Asia%2FHong_Kong|Computer Technician II (carrying the job title of ‘Educational Technology Specialist’) - (210000UX)]] | * Post 3: [[https://cuhk.taleo.net/careersection/cu_career_non_teach/jobdetail.ftl?job=210000UX&tz=GMT%2B08%3A00&tzname=Asia%2FHong_Kong|Computer Technician II (carrying the job title of ‘Educational Technology Specialist’) - (210000UX)]] | ||
| + | * */ | ||
| ** For Interested PhD Candidates ** | ** For Interested PhD Candidates ** | ||
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| - | <color red>**Postgraduate Studentship**. We are always looking for excellent postgraduate students who are energetic, creative, analytical, hard working, and well-grounded in mathematics to join our group to work on machine learning and social computing related projects.\\ Send an [[king@cse.cuhk.edu.hk|email]] with your interests and resume.</color> | + | <color red>**Postgraduate Studentship**. I am always looking for excellent postgraduate students who are energetic, creative, analytical, hard-working, independent, and well-grounded in mathematics to join our group to work on machine learning and social computing-related projects.\\ Send an [[king@cse.cuhk.edu.hk|email]] with your interests and resume.</color> |
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| + | ====== Recent Accepted Publications ====== | ||
| + | - Yankai Chen, Yaming Yang, Yujing Wang, Jing Bai, Xiangchen Song, and Irwin King. Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Personalized Recommendation, ICDE 2022, May 9-12, 2022, Kuala Lumpur, Malaysia | ||
| + | - Zixing Song and Irwin King. Hierarchical Heterogeneous Graph Attention Network for Syntax-Aware Summarization, AAAI 2022, February 22-March 1, 2022, Vancouver, Canada | ||
| + | - Jingjing Li, Zichao Li, Tao Ge, Irwin King, and Michael Lyu. Text Revision by On-the-Fly Representation Optimization, AAAI 2022, February 22-March 1, 2022, Vancouver, Canada | ||
| + | - Yankai Chen, Menglin Yang, Yingxue Zhang, Mengchen Zhao, Ziqiao Meng, Jianye Hao, and Irwin King. Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation, February 21-25, 2022, Phoenix, AZ | ||
| ====== Recognition, Achievements, and Events ====== | ====== Recognition, Achievements, and Events ====== | ||
| * CUHK's Computer Science discipline has been ranked #10 Best Global Universities for Computer Science by the US News and World Report [[https://www.usnews.com/education/best-global-universities/computer-science|URL1]] [[https://www.facebook.com/CUHKofficial/posts/3010515512598405|URL2]] | * CUHK's Computer Science discipline has been ranked #10 Best Global Universities for Computer Science by the US News and World Report [[https://www.usnews.com/education/best-global-universities/computer-science|URL1]] [[https://www.facebook.com/CUHKofficial/posts/3010515512598405|URL2]] | ||
| + | * Leading researcher in AI, Machine Learning & Mining, Natural Language Processing, and Web & Information Retrieval in CUHK by CSRanking [[http://csrankings.org/#/fromyear/2000/toyear/2021/index?ai&mlmining&nlp&ir&hk|URL]] | ||
| * Honorable Mentions in 2021 AI 2000 Most Influential Scholars in AAAI/IJCAI and Data Mining [[https://www.aminer.cn/ai2000|URL]] | * Honorable Mentions in 2021 AI 2000 Most Influential Scholars in AAAI/IJCAI and Data Mining [[https://www.aminer.cn/ai2000|URL]] | ||
| * Honorable Mentions in 2020 AI 2000 Most Influential Scholars in AAAI/IJCAI and Data Mining [[https://www.cpr.cuhk.edu.hk/en/press/cuhk-engineering-scholars-recognised-by-inclusion-in-ai-2000-most-influential-scholar-annual-list/|URL]] | * Honorable Mentions in 2020 AI 2000 Most Influential Scholars in AAAI/IJCAI and Data Mining [[https://www.cpr.cuhk.edu.hk/en/press/cuhk-engineering-scholars-recognised-by-inclusion-in-ai-2000-most-influential-scholar-annual-list/|URL]] | ||
