Postdoctoral Researchers:
Graduate Students
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PhD candidate, Fall 2017 –
MS, Imperial College London
ME, USTC
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PhD candidate, Fall 2017 –
ME, Southeast Univ
BE, Southeast Univ
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PhD candidate, Fall 2018 –
BS, CUHK
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PhD candidate, Fall 2018 –
BE, Fudan Univ
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PhD candidate, Fall 2018 –
BS, XDU
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PhD student, Fall 2019 –
BE, SUSTech
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PhD student, Fall 2019 –
BS, Peking Univ
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MPhil student, Fall 2019 –
BS, CUHK
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PhD student, Fall 2020 –
MS, HKUST
BS, Zhejiang Univ
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PhD student, Fall 2020 –
BS, CUHK
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PhD student, Fall 2020 –
MS, CAS
BS, XDU
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PhD student, Fall 2020 –
BS, Zhejiang Univ
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PhD student, Fall 2020 –
BS, UESTC
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PhD student, Fall 2020 –
BS, HUST
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Visitors/Research Assistants (and some students working with me)
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| Ziyang Yu | Mar 2019 | – | | MPhil @HKU |
| Shuxiang Hu | Jul 2019 | – | | MS @DUT |
| Guojin Chen | Sep 2019 | – | | MS @CUHK |
| Xufeng Yao | Sep 2019 | – | | MS @CUHK |
| Hongduo Liu | Oct 2019 | – | | BS @UESTC |
| Xiaodong Wang | Jan 2020 | – | | PhD @Fudan Univ |
| Yifeng Xiao | Jan 2020 | – | | BS @Fudan Univ |
| Miaodi Su | Jan 2020 | – | | BS @Fuzhou Univ |
| Yuxiao Qu | Mar 2020 | – | | BS @CUHK |
| Junpeng Wang | Mar 2020 | – | | MS @USTC |
| Arjun Rao | May 2020 | – | | BS @CUHK |
| Licheng Zong | May 2020 | – | | BS @XJTU |
| Hongzhong Shen | Jun 2020 | – | | Lecturer @FJNU |
| Jianwang Zhai | Jul 2020 | – | | PhD @Tsinghua Univ |
| Junzhe Cai | Jul 2020 | – | | PhD @Fudan Univ
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2020 Faculty Summer Research Program
| Yizhan Huang | “DNN Heterogeneous Computing Optimization” |
| Yuxiao Qu | “DNN Heterogeneous Computing Optimization” |
| Jiajie Xiong | “DNN Heterogeneous Computing Optimization” |
| Ruxuan Li | “Exploring Graph Neural Networks”
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2020-21 CMSC 5720/5721 Projects
2020-21 Final Year Projects
| BYU2001 | Honglian Huang | “Exploring Graph Neural Networks” |
| BYU2003 | WONG Kai-Long Colin & LEE Tsz-Kin Ken | “Few-shot learning on object detections” |
| BYU2004 | Brian Choy | “Gate Sizing Acceleration”
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Internal Information
Alumni
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PhD 2020
“Intelligent VLSI Design for Manufacturability”
-> Postdoc @CUHK
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PhD 2020
“Methodologies for Efficient Hardware Design Automation and Hardware-Friendly Learning”
-> Senior Researcher @Huawei
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Research Assistants
| Qi Xu | Sep 2017 | – | Nov 2017 | PhD @USTC | -> Lecturer @Hefei Univ of Technology |
| Yibo Lin | Jun 2016 | – | Aug 2016 | PhD @UT Austin | -> Assistant Professor@Peking Univ |
| Wenqian Zhao | Mar 2020 | – | Jun 2020 | BS @CUHK | -> PhD @CUHK |
| Chen Bai | Oct 2019 | – | Jun 2020 | BS @UESTC | -> PhD @CUHK |
| Binwu Zhu | Oct 2019 | – | Jun 2020 | BS @Zhejiang Univ | -> PhD @CUHK |
| Siting Liu | Oct 2019 | – | Jun 2020 | BS @HUST | -> PhD @CUHK |
| Shuhe Li | May 2017 | – | May 2020 | BS @CUHK | -> MS @CUHK -> Baidu |
| Asfandyar Khan | Nov 2019 | – | Feb 2020 | Lecturer @Hazara University | |
| Shenghao Guo | Aug 2019 | – | Dec 2019 | MS @Southeast Univ | |
| Bin Duan | Aug 2019 | – | Dec 2019 | MS @Southeast Univ | |
| Leiming Wang | May 2019 | – | Nov 2019 | BS @CUHK | -> MS @NYU |
| Chenrui Zhang | Jul 2019 | – | Oct 2019 | BS @Zhejiang Univ | -> MS @Rice Univ |
| Dongyue Wu | Jul 2019 | – | Aug 2019 | BS @HUST | -> PhD @HUST |
| Linyi Wang | Apr 2019 | – | Jul 2019 | MS @HKUST | -> PhD @Zhejiang Univ |
| Zhili Liu | Sep 2018 | – | May 2019 | MS @CUHK | -> Huawei -> PhD @HKUST |
| Hao Wu | Sep 2018 | – | May 2019 | MS @CUHK | -> Tencent -> PhD @CUHK |
| Boxun Xu | Mar 2019 | – | May 2019 | BS @UESTC | -> MS @UMich |
| Zihao Deng | May 2018 | – | Feb 2019 | BS @CUHK | -> PhD @UT Austin |
| Yingbo Zhang | May 2018 | – | Dec 2018 | BS @CUHK | -> MS @Yale Univ |
| Yunpeng Ding | Jul 2018 | – | Oct 2018 | BS @Nanjing Univ | -> PhD @UCLA |
| Tianhua Zhang | May 2018 | – | Sep 2018 | BS @CUHK | -> MS @CUHK |
| Fenglei Jin | May 2018 | – | Sep 2018 | BS @CUHK | -> MS @HKUST |
| Jiamin Chen | May 2017 | – | Oct 2017 | BS @CUHK | -> PhD @CUHK |
| Yujie Li | Jul 2017 | – | Sep 2017 | BS @Zhejiang Univ | -> MS @USC -> Uber |
| Tinghuan Chen | Mar 2017 | – | May 2017 | MS @Southeast Univ | -> PhD @CUHK |
| Fengxian Jiao | May 2016 | – | Sep 2016 | MS @Tsinghua Univ | -> Startup |
| Luyang Luo | Jun 2016 | – | Aug 2016 | BS @CUHK | -> PhD @CUHK |
| Haoyu Yang | Mar 2016 | – | Jun 2016 | MS @Tianjin Univ | -> PhD @CUHK |
| Yuzhe Ma | Mar 2016 | – | May 2016 | BE @Sun Yat-Sen Univ | -> PhD @CUHK
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Selected CMSC 5720/5721 Projects
| 2019-20 | Xufeng Yao | “Learning to Surpass Teachers for Domain Adaptation” |
| 2019-20 | Guojin Chen | “High Accuracy DL-Based OPC With Deep Lithography Simulator” |
| 2019-20 | Kit Fung | “Parallel Programming on Multiple Row Height Global Legalization” |
| 2018-19 | Zhili Liu | “Speeding Up Neural Architecture Search Using Accuracy Curve Modelling” |
| 2018-19 | Hao Wu | “Deep Learning with Application in VLSI Layout”
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Selected Summer Research Projects
| 2019 | Wen Chen | “Layout Pattern Generation via Deep Neural Networks” |
| 2018 | Zihao Deng | “A High Performance GAN based OPC Engine” |
| 2018 | Fenglei Jin | “Speed Up Neural Network Inference” (Faculty Best Poster Award) |
| 2018 | Yingbo Zhang | “Neural Network Design Space Exploration” |
| 2017 | Jiamin Chen | “Active Learning Model Based on Gaussian Process Prediction Uncertainty for Adder Design Space Exploration” |
| 2017 | Shuhe Li | “Optical Proximity Correction using GAN” |
| 2017 | Wei Li | “Sparse-sparse Convolution Acceleration in Deep Convolutional Neural Network” (Faculty Best Poster Award) |
| 2017 | Yajun Lin | “Deep Learning Method for Hotspot Detection” |
| 2016 | Luyang Luo | “Deep Learning for VLSI Layout Hotspot Detection”
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Selected Final Year Projects
| BYU1901 | Ali Ahad Mukhida, Mudit Chaudhary | “Revisiting Object Detection Model” |
| BYU1902 | Tsan-Yeung Liu | “Neural Network Compression” |
| BYU1903 | Lok-Yin Chow, Mandy Yuk-Man Hong | “Neural Architecture Search” |
| BYU1904 | Wen Chen, Shifan Zhang | “Layout Pattern Generation via Deep Neural Networks” |
| BYU1801 | Kevin Chan, Jack Chi-Wai Ng | “Speedup Neural Network Inference” |
| BYU1802 | Roy Hok-Lai Szeto, Jason Tsz-Hin Tsang | “Speedup Neural Network using FPGA” |
| BYU1803 | Sibin Zhang, Jiahao Geng | “Neural Network Design Space Exploration” |
| BYU1804 | Nelson Chak-Hong Chan | “Deep Learning with application in VLSI Layout” |
| BYU1701 | Jeon-Cheol Su | “Load Prediction of Power Generators Using Semi-Supervised Learning” |
| BYU1703 | Zizhen Wang, Yin-Lai Cheng | “Object Detection in 2018 System Design Contest” |
| BYU1704 | Qian Sun, Shen Yan | “NVDLA Open Source Project” |
| BYU1602 | Yige Zhang, Ziyang Feng | “Routing Congestion Estimation for Large-Scale Heterogeneous FPGAs Using Machine Learning” |
| BYU1604 | King-Sang Ng, Tsz-Kin Chan | “An FPGA Implementation of VLSI Hotspot Detection”
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