周平强

1. Qu YC(曲原辰);Ma Y(马郁);Zhou PQ(周平强)#, A Speed- and Energy-Driven Holistic Training Framework for Sparse CNN Accelerators, 2023 DESIGN, AUTOMATION AND TEST IN EUROPE CONFERENCE (DATE), Apr 2023,

2. Li, Yang;Zhou, Pingqiang#, Fast and Accurate NoC Latency Estimation for Application-Specific Traffics Via Machine Learning, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II: EXPRESS BRIEFS, 2023, 1-1

3. Zhou, Jindong;Chen, Yuyang;Jing, Youliang;Zhou, Pingqiang#, The study of TSV-induced and strained silicon-enhanced stress in 3D-ICs, INTEGRATION, Jan 2023, 88:196-202

4. Ma, Yu;Zheng, Linfeng;Zhou, Pingqiang#, A Mapping Method Tolerating SAF and Variation for Memristor Crossbar Array Based Neural Network Inference on Edge Devices, ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 25 Feb 2023, 19(2)

5. Li Y(李扬);Zhou PQ(周平强)#, Fast NoC Router Latency Estimation Using Machine Learning, CHINA SEMICONDUCTOR TECHNOLOGY INTERNATIONAL CONFERENCE (CSTIC), May 2023,

6. Ziwen Li;Yu Ma;Pingqiang Zhou#, A Hybrid Training Framework for Speeding UP the Inference Process of Spiking Neural Networks, CHINA SEMICONDUCTOR TECHNOLOGY INTERNATIONAL CONFERENCE, 2023,

7. Zhang, Huifan;Jing, Youliang;Zhou, Pingqiang#, Machine Learning Based Device Modeling and Performance Optimization for FinFETs, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II: EXPRESS BRIEFS, 23 Nov 2022, 70(4)

8. Liu, Yuan;Dong, Jinxin;Zhou, Pingqiang#, Defending against Adversarial Attacks in Deep Learning with Robust Auxiliary Classifiers Utilizing Bit-plane Slicing, ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, Jul 2022, 18(3)

9. Zhang, Chengrui;Ma, Yu;Zhou, Pingqiang#, Thermal-Aware Layout Optimization and Mapping Methods for Resistive Neuromorphic Engines, PROCEEDINGS OF THE ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE, ASP-DAC, 2022, 2022-January:50-55

10. Qu YC(曲原辰);Wang L(王璐);Zhou PQ(周平强);Xu QF(徐庆富)#, Two-Stage Energy Efficiency Optimization of Switched-Capacitor Converters for IoT Systems, 2022 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), Nov 2022,

11. Jing, Youliang;Zhou, Jindong;Zhou, Pingqiang#, Parasitic Capacitance Modeling of Si-Bulk FinFET-Based pMOS, IEEE TRANSACTIONS ON ELECTRON DEVICES, Oct 2021, 68(10):4819-4825

12. Ma, Yu;Zheng, Linfeng;Zhou, Pingqiang#, Tolerating Stuck-at Fault and Variation in Resistive Edge Inference Engine via Weight Mapping, PROCEEDINGS OF THE ACM GREAT LAKES SYMPOSIUM ON VLSI, GLSVLSI, 22 Jun 2021, 313-318

13. Zhang Chenguang(张晨光);Zhou Pingqiang#, A Quantized Training Framework for Robust and Accurate ReRAM-based Neural Network Accelerators, THE 26TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE (ASP-DAC 2021), Jan 2021, pp. 43 - 48

14. Ma Y(马郁);Zhou PQ(周平强)#, Efficient Techniques for Training the Memristor-based Spiking Neural Networks Targeting Better Speed, Energy and Lifetime, PROCEEDINGS OF THE 26TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE, Jan 2021,

15. Dong, Jinxin;Zhou, Pingqiang#, Detecting Adversarial Examples Utilizing Pixel Value Diversity, 2021 ASIAN HARDWARE ORIENTED SECURITY AND TRUST SYMPOSIUM (ASIANHOST), Dec 2021,

16. Ma, Yu;Zhang, Chengrui;Zhou, Pingqiang#, Efficient Techniques for Extending Service Time for Memristor-based Neural Networks, 2021 IEEE ASIA PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS (APCCAS 2021) & 2021 IEEE CONFERENCE ON POSTGRADUATE RESEARCH IN MICROELECTRONICS AND ELECTRONICS (PRIMEASIA 2021), 2021,

17. Zheng, Linfeng;Zhou, Pingqiang#, Optimizing the Energy Efficiency of Switched-Capacitor Converters in Multiprocessor System-on-Chips with a Preset DVFS Policy, CHINA SEMICONDUCTOR TECHNOLOGY INTERNATIONAL CONFERENCE, 2021,

18. Jindong Zhou;Youliang Jing;Pingqiang Zhou#, The Study of TSV-Induced and Strained Silicon-Enhanced Stress in 3D-IC, CHINA SEMICONDUCTOR TECHNOLOGY INTERNATIONAL CONFERENCE (CSTIC) 2021, Mar 2021,

19. Wang, Leilei;Wang, Lu;Zhuo, Cheng;Zhou, Pingqiang#, Early-Stage Planning of Switched-Capacitor Converters in a Heterogeneous Chip, IEEE ACCESS, 2020, 8:85900-85911

20. Yajun,Yang;Zhang,Chen;Yuan,Liu;Tsung-Yi,Ho;Yier,Jin;Pingqiang,Zhou#, How Secure Is Split Manufacturing in Preventing Hardware Trojan?, ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, Mar 2020, 25(2):1-23

21. Zheng, Linfeng;Zhao, Hui;Gao, Wei;Zhou, Pingqiang#, An Input-Sensitive Dynamic Power Modeling Methodology for AI Chips in Black-Box Form, INTERNATIONAL CONFERENCE ON SOLID-STATE & INTEGRATED CIRCUIT TECHNOLOGY, 2020,

22. Yuan,Liu;Pingqiang,Zhou#, Defending Against Adversarial Attacks in Deep Learning with Robust Auxiliary Classifiers Utilizing Bit Plane Slicing, ASIAN HARDWARE ORIENTED SECURITY AND TRUST SYMPOSIUM (ASIANHOST), Dec 2020,

23. Zhang Chengrui(张呈瑞);Zhou Pingqiang(周平强)#, Improved Hierarchical IR Drop Analysis in Homogeneous Circuits, 2020 IEEE 15TH INTERNATIONAL CONFERENCE ON SOLID-STATE & INTEGRATED CIRCUIT TECHNOLOGY (ICSICT), Nov 2020,

24. Qu YC(曲原辰);Zhou PQ(周平强)#, An improved design of hybrid integrated voltage regulator based on DLDO and SCVR, 2020 IEEE 15TH INTERNATIONAL CONFERENCE ON SOLID-STATE & INTEGRATED CIRCUIT TECHNOLOGY (ICSICT), Dec 2020,

25. Gao, Wei;Zhou, Pingqiang#, Customized High Performance and Energy Efficient Communication Networks for AI Chips, IEEE ACCESS, 2019, 7(99):69434-69446

26. Liu, Yang;Chen, Xiaoming;Kadambi, Dileep;Bari, Ajinkya;Li, Xin;Hu, Shiyan;Zhou, Pingqiang#, 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, Jan 2019, 3(1)

27. Wang, Lu;Wang, Leilei;Shang, Dejia;Zhuo, Cheng;Zhou, Pingqiang#, Optimizing the Energy Efficiency of Power Supply in Heterogeneous Multicore Chips with Integrated Switched-Capacitor Converters, 2019 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE), 2019, 836-841

28. Gao, Wei;Qian, Zhiliang;Zhou, Pingqiang#, Reliability- and performance-driven mapping for regular 3D NoCs using a novel latency model and Simulated Allocation, INTEGRATION-THE VLSI JOURNAL, Mar 2019, 65:351-361

29. Wang, Leilei;Zhuo, Cheng;Zhou, Pingqiang#, Run-time demand estimation and modulation of on-chip decaps at system level for leakage power reduction in multicore chips, INTEGRATION-THE VLSI JOURNAL, Mar 2019, 65:322-330

30. Cai, Xiangwei;Yin, Jieming;Zhou, Pingqiang#, An orchestrated NoC prioritization mechanism for heterogeneous CPU-GPU systems, INTEGRATION-THE VLSI JOURNAL, Mar 2019, 65:344-350

31. Yu Ma;Dingcheng Jia;Huifan Zhang;Ruoyu Wang;Pingqiang Zhou#, A Compact Memory Structure based on 2T1R Against Single-Event Upset in RRAM Arrays, 2019 IEEE 13TH INTERNATIONAL CONFERENCE ON ASIC (ASICON), Oct 2019, 1-4

32. Yu Ma;Dingcheng Jia;Wei Gao;Pingqiang Zhou#, Addressing Aging Issues in Heterogeneous Three-Dimensional Integrated Circuits, 2019 IEEE 13TH INTERNATIONAL CONFERENCE ON ASIC (ASICON), Oct 2019, 1-4

33. Yu Ma;Linfeng Zheng;Pingqiang Zhou#, CoDRAM: A Novel Near Memory Computing Framework with Computational DRAM, 2019 IEEE 13TH INTERNATIONAL CONFERENCE ON ASIC (ASICON), Oct 2019, 1-4

34. Jia, Dingcheng;Zhou, Pingqiang#, EFFECTIVE ACTIVATING COMPENSATION LOGIC FOR DRAMS IN 3D-ICS, 2019 CHINA SEMICONDUCTOR TECHNOLOGY INTERNATIONAL CONFERENCE (CSTIC), 2019,

35. Li, Yaguang;Zhuo, Cheng;Zhou, Pingqiang#, A Cross-Layer Framework for Temporal Power and Supply Noise Prediction, IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2018, PP(99):1

36. Yaguang Li;Cheng Zhuo;Zhou PQ(周平强)#, A system level framework for on-line supply noise prediction, THE ACM/EDAC/IEEE DESIGN AUTOMATION CONFERENCE, 2018,

37. Zhang, Jiuxin;Zhou, Pingqiang#, Integrating Low-Resolution Surveillance Camera and Smartphone Inertial Sensors for Indoor Positioning, 2018 IEEE/ION POSITION, LOCATION AND NAVIGATION SYMPOSIUM (PLANS), 2018, 410-416

38. Leilei Wang;Pingqiang Zhou#, An improved leakage-driven runtime decap modulation algorithm for microprocessors, 2018 CHINA SEMICONDUCTOR TECHNOLOGY INTERNATIONAL CONFERENCE (CSTIC), Mar 2018, 1-3

39. Liu, Xiaochen;Sun, Shupeng;Li, Xin;Qian, Haifeng;Zhou, Pingqiang#, Machine Learning for Noise Sensor Placement and Full-Chip Voltage Emergency Detection, IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, Mar 2017, 36(3):421-434

40. Li, Yaguang;Zhuo, Cheng;Zhou PQ(周平强)#, A system level framework for online supply noise prediction, INTERNATIONAL WORKSHOP ON DESIGN AUTOMATION FOR ANALOG AND MIXED-SIGNAL CIRCUITS, 2017,

41. Li, Yaguang;Zhou, Pingqiang#, An Outlier Detection Method and its Application to Multicore-Chip Power Estimation, 2017 IEEE 12TH INTERNATIONAL CONFERENCE ON ASIC (ASICON), 2017, 2017-October:460-463

42. Zhou PQ(周平强);Liao, Kai#, A study about task-based DVFS policy, PROCEEDINGS OF THE IEEE INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN AND COMPUTER GRAPHICS, 2016,

43. Zhou, Pingqiang#, Design and CAD of Noise Sensors for On-Die Supply Voltage Emergency Detection, 2016 13TH IEEE INTERNATIONAL CONFERENCE ON SOLID-STATE AND INTEGRATED CIRCUIT TECHNOLOGY (ICSICT), 2016, 593-596

44. Wang, Leilei;Zhou, Pingqiang#, LEAKAGE POWER REDUCTION IN MULTICORE CHIPS VIA ONLINE DECAP MODULATION, 2016 CHINA SEMICONDUCTOR TECHNOLOGY INTERNATIONAL CONFERENCE (CSTIC), 2016,

45. Zhou, Pingqiang;Paul, Ayan;Kim, Chris H.;Sapatnekar, Sachin S.#, Distributed On-Chip Switched-Capacitor DC-DC Converters Supporting DVFS in Multicore Systems, IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, Sep 2014, 22(9):1954-1967

46. Zhou, Pingqiang#, DESIGN AND OPTIMIZATION OF ON-CHIP VOLTAGE REGULATORS FOR HIGH PERFORMANCE APPLICATIONS, 2014 12TH IEEE INTERNATIONAL CONFERENCE ON SOLID-STATE AND INTEGRATED CIRCUIT TECHNOLOGY (ICSICT), 2014,

47. Liu, Xiaochen;Sun, Shupeng;Zhou, Pingqiang;Li, Xin;Qian, Haifeng#, A Statistical Methodology for Noise Sensor Placement and Full-Chip Voltage Map Generation, 2015 52ND ACM/EDAC/IEEE DESIGN AUTOMATION CONFERENCE (DAC), 2015, 2015-June

48. Ma, Yu;Zhou, Pingqiang#, Efficient Techniques for Training the Memristor-based Spiking Neural Networks Targeting Better Speed, Energy and Lifetime, PROCEEDINGS OF THE ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE, ASP-DAC, 18 Jan 2021, 390-395

49. Rao, Chaolin;Wu, Qing;Zhou, Pingqiang;Yu, Jingyi;Zhang, Yuyao;Lou, Xin#, An Energy-Efficient Accelerator for Medical Image Reconstruction From Implicit Neural Representation, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 01 Dec 2022,

50. Zhang, Chenguang;Zhou, Pingqiang#, A Quantized Training Framework for Robust and Accurate ReRAM-based Neural Network Accelerators, PROCEEDINGS OF THE ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE, ASP-DAC, 18 Jan 2021, 43-48

51. Li Y(李扬);Zhou PQ(周平强)#, Fast and Accurate NoC Latency Estimation for Application-Specific Traffics Using Machine Learning, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II: EXPRESS BRIEFS, May 2023,

52. Zhang, Huifan;Jing, Youliang;Zhou, Pingqiang#, Machine Learning-Based Device Modeling and Performance Optimization for FinFETs, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II: EXPRESS BRIEFS, 01 Apr 2023, 70(4):1585-1589