XIAOMING CHEN

ASSOCIATE PROFESSOR

​Center for Intelligent Computing Systems

Institute of Computing Technology, Chinese Academy of Sciences

DAMO Academy Young Fellow

 

陈晓明

副研究员(副教授),硕士生导师

中国科学院计算技术研究所,智能计算机研究中心

达摩院青橙学者

 

E-mail: chenxiaoming [at] ict [dot] ac [dot] cn

Office phone: 010-62600797

招生信息

   
招生专业
081201-计算机系统结构
招生方向
深度学习软硬件设计,计算机体系结构,电路与系统,集成电路设计自动化,计算存储一体化,非易失存储,硬件安全

AWARDS

2019. 2018 Excellent Researcher in Institute of Computing Techonology

          计算所优秀员工

2019. Joining the Youth Innovation Promotion Association CAS

          入选中国科学院青年创新促进会

2018. Joining the Young Elite Scientists Sponsorship Program of China Association for Science and Technology/CCF Young ELite Scientists Development Plan

          入选中国科协青年人才托举工程(CCF推荐3位)/CCF青年人才发展计划

2018. DAMO Academy Young Fellow Award

          首届达摩院青橙奖(全国9人获奖)

2016. 2015 EDAA Outstanding Dissertation Award, awarded by the European Design and Automation Association

          2015年度欧洲设计自动化学会优秀博士论文,迄今中国大陆博士唯一获奖者

2014. Tsinghua University Outstanding Ph.D. Dissertation Award

          清华大学优秀博士学位论文

2014. Excellent Graduate Student of Beijing

          北京市优秀毕业生

2014. Best Paper Nomination, ASP-DAC 2014

          ASP-DAC'14最佳论文奖提名

2013. National Scholarship

          国家奖学金

2012. Young Scholarship Award for Distinguished Doctoral Candidates, awarded by Ministry of Education of China

          教育部博士研究生学术新人奖

2012. Best Paper Nomination, ASP-DAC 2012

          ASP-DAC'12最佳论文奖提名

2009. Tsinghua University Outstanding B.S. Thesis Award

          清华大学优秀本科毕业设计论文

2009. Best Paper Nomination, ISLPED 2009

          ISLPED'09最佳论文奖提名,中国大陆首次

2005. Silver Medal, Chinese Mathematical Olympiad (CMO, National Final Competition) 2005

          2005年中国数学奥林匹克(全国决赛)银牌,全国第45名,保送清华大学

2004. First Prize, ranked 2nd in Jiangsu Province, National High School Mathematics Competition 2004

          2004年全国高中数学联赛一等奖,江苏省第2名

RESEARCH SUMMARY

My research interests include deep learning systems and computer-aided design for integrated circuits and systems (emerging memories and applications, hardware security, parallel sparse solver, GPU architecture, and reliable circuit design). I received the 2015 EDAA Outstanding Ph.D. Dissertation Award. All of my researches are published in world's top journals and conferences.

I have developed a parallel sparse solver named NICSLU which is well suited for SPICE-style circuit simulation applications. NICSLU can be downloaded from https://github.com/chenxm1986/nicslu. NICSLU has been proved to be a high-performance solver in actual circuit simulations by several leading EDA companies.

EDUCATION

2009/09-2014/07, Tsinghua University

Ph.D. in Electronic Engineering, Advisor: Prof. Huazhong Yang and Prof. Yu Wang


2005/09-2009/07, Tsinghua University

B.S. in Electronic Engineering


2002/09-2005/07, 江苏省木渎高级中学

WORK EXPERIENCE

2017/11-now, Institute of Computing Technology, Chinese Academy of Sciences

Associate Professor, Master's Supervisor


2016/09-2017/10, University of Notre Dame

Full-Time Visiting Assistant Professor in Computer Science and Engineering. Work with Prof. X. Sharon Hu


2014/10-2016/08, Carnegie Mellon University

Postdoc Research Associate in Electrical and Computer Engineering. Work with Prof. Xin Li

PUBLICATIONS

Click here for my Google scholar page

 

BOOKS

[B1] Xiaoming Chen, Yu Wang, Huazhong Yang, "Parallel Sparse Direct Solver for Integrated Circuit Simulation", Springer International Publishing, 1st edition, Feb. 2017. 136 pages.

 

JOURNAL ARTICLES

[J22] (alphabetical order) Xiaoming Chen, Suman Datta, X. Sharon Hu, Matthew Jerry, Ann Franchesca Laguna, Kai Ni, Michael Niemier, Dayane Reis, Xiaoyu Sun, Panni Wang, Xunzhao Yin, Shimeng Yu, "The Impact of Ferroelectric FETs on Digital and Analog Circuits and Architectures", IEEE Design & Test (IEEE D&T).

[J21] Shichang Zhang, Ying Wang, Xiaoming Chen, Yinhe Han, Yujie Wang, Xiaowei Li, "Thread: Towards fine-grained precision reconfiguration in variable-precision neural network accelerator", IEICE Electronics Express.

[J20] Bosheng Liu, Xiaoming Chen*, Yinhe Han*, Jiajun Li, Haobo Xu, Xiaowei Li, "Accelerating DNN-based 3D Point Cloud Processing for Mobile Robotics", SCIENCE CHINA Information Sciences.

[J19] Sheng Xu, Xiaoming Chen, Ying Wang, Yinhe Han, Xuehai Qian, Xiaowei Li, "PIMSim: A Flexible and Detailed Processing-in-Memory Simulator", IEEE Computer Architecture Letters (CAL), vol. 18, no. 1, pp. 6-9, 1 Jan.-June 2019.

[J18] Xiaoming Chen, Kai Ni, Michael Niemier, Yinhe Han, Suman Datta, Xiaobo Sharon Hu, "Power and Area Efficient FPGA Building Blocks Based on Ferroelectric FETs", IEEE Transactions on Circuits and Systems I: Regular Papers (IEEE TCAS-I), vol. 66, no. 5, pp. 1780-1793, May 2019. (Top Journal)

[J17] Xunzhao Yin, Xiaoming Chen, Michael Niemier, Xiaobo Sharon Hu, "Ferroelectric FETs Based Nonvolatile Logic-in-Memory Circuits", IEEE Transactions on Very Large Scale Integration Systems (IEEE TVLSI), vol. 27, no. 1, pp. 159-172, Jan. 2019.

[J16] Xiaoming Chen, Danny Ziyi Chen, Yinhe Han, Xiaobo Sharon Hu, "moDNN: Memory Optimal Deep Neural Network Training on Graphics Processing Units", IEEE Transactions on Parallel and Distributed Systems (IEEE TPDS), vol. 30, no. 3, pp. 646-661, March 2019. (CCF A)

[J15] Yang Liu, Xiaoming Chen, Dileep Kadambi, Ajinkya Bari, Xin Li, Shiyan Hu, Pingqiang Zhou, "Dependable Visual Light Based Indoor Localization with Automatic Anomaly Detection for Location Based Service of Mobile Cyber-Physical Systems", ACM Transactions on Cyber-Physical Systems (ACM TCPS), vol.3, no.1, 17 pages, Aug 2018.

[J14] Xiaoming Chen, Qiaoyi Liu, Song Yao, Jia Wang, Qiang Xu, Yu Wang, Yongpan Liu, Huazhong Yang, "Hardware Trojan Detection in Third-Party Digital Intellectual Property Cores by Multi-Level Feature Analysis", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol.37, no.7, pp.1370-1383, July 2018. (CCF A)

[J13] Yuzhi Wang, Anqi Yang, Xiaoming Chen, Pengjun Wang, Yu Wang, Huazhong Yang, "A Deep Learning Approach for Blind Drift Calibration of Sensor Networks", IEEE Sensors Journal, vol.17, no.13, pp.4158-4171, July 2017.

[J12] Xiaoming Chen, Lin Wang, Yu Wang, Yongpan Liu, Huazhong Yang, "A General Framework for Hardware Trojan Detection in Digital Circuits by Statistical Learning Algorithms", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol.36, no.10, pp.1633-1646, Oct. 2017. (CCF A)

[J11] Xiaoming Chen, Lin Wang, Boxun Li, Yu Wang, Xin Li, Yongpan Liu, Huazhong Yang, "Modeling Random Telegraph Noise as a Randomness Source and its Application in True Random Number Generation", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol.35, no.9, pp.1435-1448, Sep. 2016. (CCF A)

[J10] Xiaoming Chen, Boxun Li, Yu Wang, Yongpan Liu, Huazhong Yang, "A Unified Methodology for Designing Hardware Random Number Generators Based on Any Probability Distribution", IEEE Transactions on Circuits and Systems II (IEEE TCAS-II), vol.63, no.8, pp.783-787, Aug. 2016.

[J9] Yuzhi Wang, Anqi Yang, Zhan Li, Xiaoming Chen, Pengjun Wang, Huazhong Yang, "Blind Drift Calibration of Sensor Networks using Signal Space Projection and Sparse Bayesian Learning", IEEE Sensors Journal, vol.16, no.16, pp.6249-6260, Aug., 2016.

[J8] Yu Wang, Song Yao, Shuai Tao, Xiaoming Chen, Yuchun Ma, Yiyu Shi, Huazhong Yang, "HS3DPG: Hierarchical Simulation for 3D P/G Network", IEEE Transactions on Very Large Scale Integration Systems (IEEE TVLSI), vol.23, no.10, pp.2307-2311, Oct. 2015.

[J7] Xiaoming Chen, Ling Ren, Yu Wang, Huazhong Yang, "GPU-Accelerated Sparse LU Factorization for Circuit Simulation with Performance Modeling", IEEE Transactions on Parallel and Distributed Systems (IEEE TPDS), vol.26, no.3, pp.786-795, March 2015. (CCF A)

[J6] Xiaoming Chen, Yu Wang, Yu Cao, Yuan Xie, Huazhong Yang, "Assessment of Circuit Optimization Techniques under NBTI", IEEE Design & Test (IEEE D&T), vol.30, no.6, pp.40-49, Dec. 2013.

[J5] Xiaoming Chen, Hong Luo, Yu Wang, Yu Cao, Yuan Xie, Yuchun Ma, Huazhong Yang, "Evaluation and Mitigation of Performance Degradation under Random Telegraph Noise for Digital Circuits", IET Circuits, Devices & Systems (IET CDS), vol.7, no.5, pp.273-282, Sep. 2013.

[J4] Xiaoming Chen, Yu Wang, Huazhong Yang, "NICSLU: An Adaptive Sparse Matrix Solver for Parallel Circuit Simulation", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol.32, no.2, pp.261-274, Feb. 2013. (CCF A)

[J3] Xiaoming Chen, Yu Wang, Yu Cao, Yuchun Ma, Huazhong Yang, "Variation-Aware Supply Voltage Assignment for Simultaneous Power and Aging Optimization", IEEE Transactions on Very Large Scale Integration Systems (IEEE TVLSI), vol.20, no.11, pp.2143-2147, Nov. 2012.

[J2] Xiaoming Chen, Wei Wu, Yu Wang, Hao Yu, Huazhong Yang, "An EScheduler-Based Data Dependence Analysis and Task Scheduling for Parallel Circuit Simulation", IEEE Transactions on Circuits and Systems II (IEEE TCAS-II), vol.58, no.10, pp.702-706, Oct. 2011.

[J1] Yu Wang, Xiaoming Chen, Wenping Wang, Yu Cao, Yuan Xie, Huazhong Yang, "Leakage Power and Circuit Aging Cooptimization by Gate Replacement Techniques", IEEE Transactions on Very Large Scale Integration Systems (IEEE TVLSI), vol.19, no.4, pp.615-628, April 2011.


CONFERENCE PROCEEDINGS

[C43] Xiaoyu Zhang, Xiaoming Chen*, Yinhe Han, "FeMAT: Exploring In-Memory Processing in Multifunctional FeFET-based Memory Array", in 2019 37th International Conference on Computer Design (ICCD'19). [long, acceptance rate: 23.8%]

[C42] Bosheng Liu, Xiaoming Chen*, Yinhe Han*, Ying Wang, Jiajun Li, Haobo Xu, Xiaowei Li, "Search-free Accelerator for Sparse Convolutional Neural Networks", in 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC'20).

[C41] Wenshuo Li, Xuefei Ning, Guangjun Ge, Xiaoming Chen, Yu Wang, Huazhong Yang, "FTT-NAS: Discovering Fault-Tolerant Neural Architecture", in 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC'20).

[C40] Hanbo Sun, Zhenhua Zhu, Yi Cai, Xiaoming Chen, Yu Wang, Huazhong Yang, "An Energy-Efficient Quantized and Regularized Training Framework For Processing-In-Memory Accelerators", in 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC'20).

[C39] Shulin Zeng, Hanbo Sun, Yu Xing, Xuefei Ning, Yi Shan, Xiaoming Chen, Yu Wang, Huazhong Yang, "Black Box Search Space Profiling for Accelerator-Aware Neural Architecture Search", in 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC'20).

[C38] Zhenhua Zhu, Mingyuan Ma, Jialong Liu, Liying Xu, Xiaoming Chen, Yuchao Yang, Yu Wang, Huazhong Yang, "A General Logic Synthesis Framework for Memristor-based Logic Design", in 2019 International Conference On Computer Aided Design (ICCAD'19).

[C37] Yi Cai, Xiaoming Chen, Lu Tian, Yu Wang, Huazhong Yang, "Enabling Secure in-Memory Neural Network Computing by Sparse Fast Gradient Encryption", in 2019 International Conference On Computer Aided Design (ICCAD'19).

[C36] Xiaoming Chen, Longxiang Yin, Bosheng Liu, Yinhe Han, "Merging Everything (ME): A Unified FPGA Architecture Based on Logic-in-Memory Techniques", in 2019 56th Design Automation Conference (DAC'19)(CCF A)

[C35] Sheng Xu, Xiaoming Chen, Ying Wang, Yinhe Han, Xiaowei Li, "CuckooPIM: An Efficient and Less-blocking Coherence Mechanism for Processing-in-Memory Systems", in 2019 24th Asia and South Pacific Design Automation Conference (ASP-DAC'19).

[C34] Bosheng Liu, Xiaoming Chen, Ying Wang, Yinhe Han, Jiajun Li, Haobo Xu, Xiaowei Li, "Addressing the Issue of Processing Element Under-Utilization in General-Purpose Systolic Deep Learning Accelerators", in 2019 24th Asia and South Pacific Design Automation Conference (ASP-DAC'19).

[C33] Tianshu Wei, Xiaoming Chen, Xin Li, Qi Zhu, "Model-based and Data-driven Approaches for Building Automation and Control", in 2018 International Conference On Computer Aided Design (ICCAD'18).

[C32] Zhenhua Zhu, Jilan Lin, Ming Cheng, Lixue Xia, Hanbo Sun, Xiaoming Chen, Yu Wang, Huazhong Yang, "Mixed Size Crossbar based RRAM CNN Accelerator with Overlapped Mapping Method", in 2018 International Conference On Computer Aided Design (ICCAD'18).

[C31] Shiqi Lian, Yinhe Han, Xiaoming Chen, Ying Wang, Hang Xiao, "Dadu-P: A Scalable Accelerator for Robot Motion Planning in a Dynamic Environment", in 2018 Design Automation Conference (DAC'18). (CCF A)

[C30] Yi Cai, Yujun Lin, Lixue Xia, Xiaoming Chen, Song Han, Yu Wang, Huazhong Yang, "Long Live TIME: Improving Lifetime for Training-In-Memory Engines by Structured Gradient Sparsification", in 2018 Design Automation Conference (DAC'18). (CCF A)

[C29] Xiaoming Chen, Michael Niemier, Xiaobo Sharon Hu, "Nonvolatile Lookup Table Design Based on Ferroelectric Field-Effect Transistors", in 2018 International Symposium on Circuits and Systems (ISCAS'18).

[C28] (alphabetical order) Ahmedullah Aziz, Evelyn T Breyer, An Chen, Xiaoming Chen, Suman Datta, Sumeet Kumar Gupta, Xiaobo Sharon Hu, Adrian Ionescu, Matthew Jerry, Thomas Mikolajick, Halid Mulaosmanovic, Kai Ni, Michael Niemier, Ian O'Connor, Atanu Saha, Stefan Slesazeck, Sandeep Krishna Thirumala, Xunzhao Yin, "Computing with Ferroelectric FETs: Devices, Models, Systems, and Applications", in 2018 21th Design, Automation, and Test in Europe (DATE'18). [Invited paper]

[C27] Xiaoming Chen, Danny Z. Chen, Xiaobo Sharon Hu, "moDNN: Memory Optimal DNN Training on GPUs", in 2018 21th Design, Automation, and Test in Europe (DATE'18). [long, acceptance rate: 23.7%]

[C26] Xiaoming Chen, Xunzhao Yin, Michael Niemier, Xiaobo Sharon Hu, "Design and Optimization of FeFET-based Crossbars for Binary Convolution Neural Networks", in 2018 21th Design, Automation, and Test in Europe (DATE'18). [long, acceptance rate: 23.7%]

[C25] Jilan Lin, Lixue Xia, Zhenhua Zhu, Hanbo Sun, Yi Cai, Hui Gao, Ming Cheng, Xiaoming Chen, Yu Wang, Huazhong Yang, "Rescuing Memristor-based Computing with Non-linear Resistance Levels", in 2018 21th Design, Automation, and Test in Europe (DATE'18). [long, acceptance rate: 23.7%]

[C24] Xiaoming Chen, Jianxu Chen, Danny Z. Chen, Xiaobo Sharon Hu, "Optimizing Memory Efficiency for Convolution Kernels on Kepler GPUs", in 2017 54th Design Automation Conference (DAC'17), pp.1-6, June 18-22, 2017. [acceptance rate: 160/676=23.7%] (CCF A)

[C23] Xiaoming Chen, Qiaoyi Liu, Yu Wang, Qiang Xu, Huazhong Yang, "Low-Overhead Implementation of Logic Encryption Using Gate Replacement Techniques", in 2017 18th International Symposium on Quality Electronic Design (ISQED'17), pp.257-263, March 14-15, 2017.

[C22] Xiaoming Chen, Xin Li, Sheldon X.-D. Tan, "Overview of Cyber-Physical Temperature Estimation in Smart Buildings: From Modeling to Measurements", in 2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), pp.251-256, April 10-14, 2016.

[C21] Xiaoming Chen, Xin Li, "Virtual Temperature Measurement for Smart Buildings via Bayesian Model Fusion", in 2016 49th International Symposium on Circuits and Systems (ISCAS'16), pp.950-953, May 22-25, 2016.

[C20] Xiaoming Chen, Lixue Xia, Yu Wang, Huazhong Yang, "Sparsity-Oriented Sparse Solver Design for Circuit Simulation", in 2016 19th Design, Automation, and Test in Europe (DATE'16), pp.1580-1585, March 14-18, 2016. [long, acceptance rate: 199/829=24%]

[C19] Xiaoming Chen, Xin Li, Sheldon X.-D. Tan, "From Robust Chip to Smart Building: CAD Algorithms and Methodologies for Uncertainty Analysis of Building Performance", in 2015 33th International Conference on Computer Aided Design (ICCAD'15), pp.457-464, Nov. 2-6, 2015. [Invited paper]

[C18] Xiaoming Chen, David Bromberg, Xin Li, Lawrence Pileggi, Gabriela Hug, "A Robust and Efficient Power Series Method for Tracing PV Curves", in 2015 47th North American Power Symposium (NAPS'15), pp.1-6, Oct. 4-6, 2015.

[C17] Song Yao, Xiaoming Chen, Jie Zhang, Qiaoyi Liu, Jia Wang, Qiang Xu, Yu Wang, Huazhong Yang, "FASTrust: Feature Analysis for Third-Party IP Trust Verification", in 46th International Test Conference 2015 (ITC'15), pp.1-10, Oct 6-8, 2015.

[C16] Gushu Li, Xiaoming Chen, Guangyu Sun, Hank Hoffmann, Yongpan Liu, Yu Wang, Huazhong Yang, "A STT-RAM-based Low-Power Hybrid Register File for GPGPUs", in 2015 52nd Annual Design Automation Conference (DAC '15), pp.103:1-103:6, June 7-11, 2015. [acceptance rate: 162/789=20.5%] (CCF A)

[C15] Xiaoming Chen, Yu Wang, Huazhong Yang, "A Fast Parallel Sparse Solver for SPICE-based Circuit Simulators", in 2015 18th Design, Automation, and Test in Europe (DATE'15), pp.205-210, March 9-13, 2015. [long, acceptance rate: 205/915=22.4%]

[C14] Xiaoming Chen, Yu Wang, Yun Liang, Yuan Xie, Huazhong Yang, "Run-Time Technique for Simultaneous Aging and Power Optimization in GPGPUs", in 2014 51st Design Automation Conference (DAC'14), pp.168:1-168:6, June 1-5, 2014. [acceptance rate: 174/787=22.1%] (CCF A)

[C13] Song Yao, Xiaoming Chen, Yu Wang, Yuchun Ma, Yuan Xie, Huazhong Yang, "Efficient Region-aware P/G TSV Planning for 3D ICs", in 2014 15th International Symposium on Quality Electronic Design (ISQED'14), pp.171-178, March 3-5, 2014.

[C12] Xiaoming Chen, Yu Wang, Yu Cao, Huazhong Yang, "Statistical Analysis of Random Telegraph Noise in Digital Circuits", in 2014 19th Asia and South Pacific Design Automation Conference (ASP-DAC'14), pp.161-166, Jan. 21-23, 2014. [Best paper nomination, 13 out of 343 submissions] [acceptance rate: 108/343=31.5%]

[C11] Xiaoming Chen, Du Su, Yu Wang, Huazhong Yang, "Nonzero Pattern Analysis and Memory Access Optimization in GPU-based Sparse LU Factorization for Circuit Simulation", in Proceedings of the 3rd Workshop on Irregular Applications: Architectures and Algorithms (IA3 '13, SC'13 workshop), pp.8:1-8:8, Nov. 2013.

[C10] Shuai Tao, Xiaoming Chen, Yu Wang, Yuchun Ma, Yiyu Shi, Hui Wang, Huazhong Yang, "HS3DPG: Hierarchical simulation for 3D P/G network", in 2013 18th Asia and South Pacific Design Automation Conference (ASP-DAC'13), pp.509-514, Jan. 22-25, 2013. [acceptance rate: 97/311=31.2%]

[C9] Ling Ren, Xiaoming Chen, Yu Wang, Chenxi Zhang, Huazhong Yang, "Sparse LU factorization for parallel circuit simulation on GPU", in 2012 49th Design Automation Conference (DAC'12), pp.1125-1130, June 3-7, 2012. [acceptance rate: 164/741=22.1%] (CCF A)

[C8] Xiaoming Chen, Yu Wang, Huazhong Yang, "Parallel Circuit Simulation on Multi/Many-core Systems", in 2012 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum (IPDPSW'12), pp.2530-2533, May 21-25, 2012. [Student travel award]

[C7] Xiaoming Chen, Yu Wang, Huazhong Yang, "An adaptive LU factorization algorithm for parallel circuit simulation", in 2012 17th Asia and South Pacific Design Automation Conference (ASP-DAC'12), pp.359-364, Jan. 30-Feb. 2, 2012. [Best paper nomination, 12 out of 288 submissions] [acceptance rate: 98/288=34%]

[C6] Wei Wu, Yi Shan, Xiaoming Chen, Yu Wang, Huazhong Yang, "FPGA Accelerated Parallel Sparse Matrix Factorization for Circuit Simulations", in 7th International Symposium on Applied Reconfigurable Computing (ARC'11), pp.302-315, March 23-25, 2011.

[C5] Hong Luo, Xiaoming Chen, Jyothi Velamala, Yu Wang, Yu Cao, Vikas Chandra, Yuchun Ma, Huazhong Yang, "Circuit-level delay modeling considering both TDDB and NBTI", in 2011 12th International Symposium on Quality Electronic Design (ISQED'11), pp.1-8, March 14-16, 2011.

[C4] Xiaoming Chen, Yu Wang, Yu Cao, Yuchun Ma, Huazhong Yang, "Variation-aware supply voltage assignment for minimizing circuit degradation and leakage", in 2009 14th international symposium on low power electronics and design (ISLPED'09), pp.39-44. [Best paper nomination, 7 out of 208 submissions] [acceptance rate: 52/208=25%]

[C3] Yan Xu, Weichen Liu, Yu Wang, Jiang Xu, Xiaoming Chen, Huazhong Yang, "On-line MPSoC Scheduling Considering Power Gating Induced Power/Ground Noise", in 2009 IEEE Computer Society Annual Symposium on VLSI (ISVLSI'09), pp.109-114, May 13-15, 2009.

[C2] Yu Wang, Xiaoming Chen, Wenping Wang, Yu Cao, Yuan Xie, Huazhong Yang, "Gate replacement techniques for simultaneous leakage and aging optimization", in 2009 Design, Automation & Test in Europe Conference & Exhibition (DATE'09), pp.328-333, April 20-24, 2009. [acceptance rate: 226/965=23.4%]

[C1] Yu Wang, Xiaoming Chen, Wenping Wang, Varsha Balakrishnan, Yu Cao, Yuan Xie, Huazhong Yang, "On the efficacy of input Vector Control to mitigate NBTI effects and leakage power", in 2009 10th International Symposium on Quality Electronic Design (ISQED'09), pp.19-26, March 16-18, 2009.

 

OTHERS

A chapter of a technical book informally published by AMD (in Chinese): 任令、陈晓明、张晨曦,“基于GPU的稀疏矩阵LU分解 (Sparse LU Factorization on AMD GPUs)”,OpenCL异构编程案例精选,AMD中国开发合作与解决方案部

A Chinese article for solving a mathematical problem when I was in high school : 一道国家集训队选拔考试题的简证,中等数学2005年第8期(High-school Mathematics, no.8, 2005)

STUDENTS

Current Students

Longxiang Yin, Postdoc. Logic-in-memory

    尹龙祥,博士后,研究方向:存内计算

Bosheng Liu, PhD candidate. DNN accelerator

    刘博生,博士生,研究方向:深度神经网络加速器

Zhenyu Quan, PhD candidate. DNN benchmark

    全振宇,博士生,研究方向:深度神经网络基准测试

Yuxin Yang, MS student. Robot accelerator

    杨雨昕,硕士生,研究方向:机器人加速器

Tao Song, MS student. Logic-in-memory

    宋涛,硕士生,研究方向:存内计算

Xiaoyu Zhang, MS student. Logic-in-memory

    张啸宇,硕士生,研究方向:存内计算

Liang Yan, PhD student. Processing-in-memory

    闫亮,博士生,研究方向:存内计算

 

Left But Never Forgotten

Shiqi Lian, PhD, now engineer @ Meituan

    连世奇,博士,现美团研发人员

Sheng Xu, PhD, now Assistant Professor @ Anhui Normal University

    徐晟,博士,现安徽师范大学助理教授

 

Past Students @ Tsinghua University

Song Yao, now Senior Director @ AI Department, DeePhi, Xilinx

    姚颂,现赛灵思深鉴科技人工智能业务高级总监

Ling Ren, PhD @ MIT, now Assistant Professor @ UIUC

    任令,马萨诸塞理工学院(麻省理工学院)博士,现伊利诺伊-厄巴纳香槟大学助理教授

Qiaoyi Liu, now PhD student @ Stanford University

    刘乔祎,现斯坦福大学博士研究生

Gushu Li, now PhD student @ UCSB

    李谷澍,现加州圣塔巴巴拉大学博士研究生

Shuai Tao, now engineer @ Tencent

    陶帅,现腾讯工程师

Xin Li, now engineer @ DeePhi

    李鑫,现深鉴科技工程师

Guohui Wu, now engineer @ ???

    吴国辉,现???公司工程师

SERVICES

Organization Committee Member of

ASP-DAC 2020


Member of

IEEE

CCF

CCF professional committee on fault-tolerant computing

 

Technical Program Committee Member of

ICCAD 2019

VLSID 2019 & 2020

ASP-DAC 2019

AsianHOST 2018 & 2019

ISVLSI 2018 & 2019

CAD/CG 2015 & 2017

DAC PhD Forum 2015-2019

China Fault Tolerant Computing Conference 2019

 

Session Chair of

ASP-DAC 2019

 

Journal Reviewer of

ACM Journal on Emerging Technologies in Computing Systems (ACM JETC)

ACM Transactions on Cyber-Physical Systems (ACM TCPS)

IEEE Transactions on Circuits and Systems I (IEEE TCAS-I)

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD)

IEEE Transactions on Very Large Scale Integration Systems (IEEE TVLSI)

IEEE Transactions on Big Data (IEEE TBD)

IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT)

IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS)

IEEE Access

IEEE Design & Test (IEEE D&T)

IEEE Journal on Emerging and Selected Topics in Circuits and Systems (IEEE JETCAS)

Transactions on Design Automation of Electronic Systems (TODAES)

IET Cyber-Physical Systems: Theory & Applications (IET CPS)

IET Software

International Journal of Electronics and Communications

Journal of Circuits, Systems and Computers (JCSC)

Integration, the VLSI journal

Soft Computing

Elsevier Microelectronics Reliability

Sensors

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

 

Conference Reviewer of

DAC, ASP-DAC, ICCAD, DATE, ISQED, ISLPED, ICCD, etc.