Graduate Students

 

Hao Geng

PhD candidate, Fall 2017 –
MS, Imperial College London
ME, USTC

 

Tinghuan Chen

PhD candidate, Fall 2017 –
ME, Southeast Univ
BE, Southeast Univ

 

Ran Chen

PhD candidate, Fall 2018 –
BS, CUHK

 

Lu Zhang

PhD candidate, Fall 2018 –
BE, Fudan Univ

 

Qi Sun

PhD candidate, Fall 2018 –
BS, XDU

 

Wanli Chen

PhD student, Fall 2019 –
BE, SUSTech

 

Zhuolun (Leon) He

PhD student, Fall 2019 –
BS, Peking Univ

 

Peiyu Liao

PhD student, Fall 2020 –
MS, HKUST
BS, Zhejiang Univ

 

Wenqian Zhao

PhD student, Fall 2020 –
BS, CUHK

 

Yang Bai

PhD student, Fall 2020 –
MS, CAS
BS, XDU

 

Binwu Zhu

PhD student, Fall 2020 –
BS, Zhejiang Univ

 

Chen Bai

PhD student, Fall 2020 –
BS, UESTC

 

Siting Liu

PhD student, Fall 2020 –
BS, HUST

 

Yuxuan Zhao

PhD student, Fall 2021 –
BS, Zhejiang Univ
HKPFS

 

Hongduo Liu

PhD student, Fall 2021 –
BS, UESTC

 

Guojin Chen

PhD student, Fall 2021 –
MS, CUHK
BS, HUST

 

Xufeng Yao

PhD student, Fall 2021 –
MS, CUHK
BS, Fudan Univ

 

Xinyun Zhang

PhD student, Fall 2021 –
MS, HKUST
BS, XJTU

 

Ziyang Yu

PhD student, Fall 2021 –
MPhil, HKU
BS, USTC

 

Ziyi Wang

PhD student, Fall 2021 –
BS, Fudan Univ

Visitors/Research Assistants (and some students working with me)

Shuxiang Hu Jul 2019 MS @DUT
Hongzhong Shen Jun 2020 Lecturer @FJNU
Jianwang Zhai Jul 2020 PhD @Tsinghua Univ
Chen Wu Jul 2021 BS @Nanjing Univ
Shixin Chen Jul 2021 BS @Nanjing Univ
Yiheng Chen Jul 2021 BS @USTC
Zhenhua Feng Jul 2021 MS @DUT


2021 Faculty Summer Research Program

Jerry Ruijie Wang ICDAR-Industry OCR
Haoran Xu ICDAR-Industry OCR
Junjie Xie ICDAR-Robust Reading Challenge on Large- scale Street
Yuan Pu ICDAR-Robust Reading Challenge on Large- scale Street
Mengyuan Zhao ICDAR-Robust Reading Challenge on Large- scale Street
Chirui Chang ICDAR-Scanned Receipt OCR
Yue Yu ICDAR-Scanned Receipt OCR


2021-21 Final Year Projects

BYU2101 Ruijie Wang, Haoran Xu ICDAR-Industry OCR
BYU2102 LEI Ka Hong ICDAR-Robust Reading Challenge on Large-scale Street
BYU2103 Alebyary Yousif Mahmoud Abdalaziz ICDAR-Scanned Receipt OCR
BYU2104 Ka-Chun LI Object Detection Deployment on GPU Platform


Internal Information


Alumni

 

Wei Li

MPhil 2021
Irregular Deep Data Embedding and Learning
-> PhD @CMU

 

Haoyu Yang

PhD 2020
Intelligent VLSI Design for Manufacturability
-> Postdoc @CUHK -> Cadence -> nVIDIA

 

Yuzhe Ma

PhD 2020
Methodologies for Efficient Hardware Design Automation and Hardware-Friendly Learning
-> Senior Researcher @Huawei


Research Assistants

 

Qi Xu

Sep 2017 – Nov 2017, PhD @USTC
-> Lecturer @HUT -> Associate Professor @USTC

 

Yibo Lin

Jun 2016 – Aug 2016, PhD @UT Austin
-> Assistant Professor@Peking Univ

Ziyang Yu Mar 2019 Jul 2021 MPhil @HKU -> PhD @CUHK
Guojin Chen Sep 2019 Jul 2021 MS @CUHK -> PhD @CUHK
Ruxuan Li Oct 2020 Mar 2021 BS @CUHK
Xiaodong Wang Jan 2020 Dec 2020 PhD @Fudan Univ
Junzhe Cai Jul 2020 Dec 2020 PhD @Fudan Univ
Yifeng Xiao Jan 2020 Dec 2020 BS @Fudan Univ -> PhD @USC
Junpeng Wang Mar 2020 Nov 2020 MS @USTC -> PhD @USTC
Miaodi Su Jan 2020 Nov 2020 BS @Fuzhou Univ -> MS @Fuzhou Univ
Arjun Rao May 2020 Sep 2020 BS @CUHK
Xufeng Yao Sep 2019 Aug 2020 MS @CUHK -> SmartMore -> PhD @CUHK
Hongduo Liu Oct 2019 Aug 2020 BS @UESTC -> SmartMore -> PhD @CUHK
Yuxiao Qu Mar 2020 Aug 2020 BS @CUHK
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 -> Hazara University
Shenghao Guo Aug 2019 Dec 2019 MS @Southeast Univ -> ByteDance
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 -> ByteDance -> eBay
Tinghuan Chen Mar 2017 May 2017 MS @Southeast Univ -> PhD @CUHK
Fengxian Jiao May 2016 Sep 2016 MS @Tsinghua Univ -> Startup -> ByteDance
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


Selected CMSC 5720/5721 Projects

2020-21 Lu Yin Exploring Graph Neural Networks
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


Selected Summer Research Projects

2020 Yizhan Huang DNN Heterogeneous Computing
2020 Yuxiao Qu Hierarchical DNN Accelerator Design
2020 Ruxuan Li ColorGCN: Robust Graph Coloring by Graph Convolution Networks
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


Selected 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
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