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2020 – today
- 2024
[j33]Zhehui Wang
, Tao Luo, Rick Siow Mong Goh, Joey Tianyi Zhou:
EDCompress: Energy-Aware Model Compression for Dataflows. IEEE Trans. Neural Networks Learn. Syst. 35(1): 208-220 (2024)- [j32]Zhehui Wang, Xiaozhe Gu, Rick Siow Mong Goh, Joey Tianyi Zhou, Tao Luo:
Efficient Spiking Neural Networks With Radix Encoding. IEEE Trans. Neural Networks Learn. Syst. 35(3): 3689-3701 (2024) - [j31]Zhehui Wang, Tao Luo, Rick Siow Mong Goh, Wei Zhang, Weng-Fai Wong:
Optimizing for In-Memory Deep Learning With Emerging Memory Technology. IEEE Trans. Neural Networks Learn. Syst. 35(11): 15306-15320 (2024) - [c24]Bin Gao, Zhehui Wang, Zhuomin He, Tao Luo, Weng-Fai Wong, Zhi Zhou:
IMI: In-memory Multi-job Inference Acceleration for Large Language Models. ICPP 2024: 752-761 - [i10]Zhehui Wang, Tao Luo, Cheng Liu, Weichen Liu, Rick Siow Mong Goh, Weng-Fai Wong:
Enabling Energy-Efficient Deployment of Large Language Models on Memristor Crossbar: A Synergy of Large and Small. CoRR abs/2410.15977 (2024) - 2023
- [c23]Neo Wei Ming, Zhehui Wang, Cheng Liu, Rick Siow Mong Goh, Tao Luo:
MA-BERT: Towards Matrix Arithmetic-only BERT Inference by Eliminating Complex Non-Linear Functions. ICLR 2023 - [c22]Ziji Zhang, Zhehui Wang, Rajesh Kamma, Sharanya Eswaran, Narayanan Sadagopan:
PATCorrect: Non-autoregressive Phoneme-augmented Transformer for ASR Error Correction. INTERSPEECH 2023: 3904-3908 - [i9]Ziji Zhang, Zhehui Wang, Rajesh Kamma, Sharanya Eswaran, Narayanan Sadagopan:
PATCorrect: Non-autoregressive Phoneme-augmented Transformer for ASR Error Correction. CoRR abs/2302.05040 (2023) - 2022
- [j30]Daniel Gerlinghoff, Zhehui Wang, Xiaozhe Gu, Rick Siow Mong Goh, Tao Luo:
E3NE: An End-to-End Framework for Accelerating Spiking Neural Networks With Emerging Neural Encoding on FPGAs. IEEE Trans. Parallel Distributed Syst. 33(11): 3207-3219 (2022) - [c21]Daniel Gerlinghoff, Zhehui Wang, Xiaozhe Gu, Rick Siow Mong Goh, Tao Luo:
A Resource-efficient Spiking Neural Network Accelerator Supporting Emerging Neural Encoding. DATE 2022: 92-95 - [i8]Daniel Gerlinghoff, Zhehui Wang, Xiaozhe Gu, Rick Siow Mong Goh, Tao Luo:
A Resource-efficient Spiking Neural Network Accelerator Supporting Emerging Neural Encoding. CoRR abs/2206.02495 (2022) - [i7]Bradley T. Wolfe, Michael J. Falato, Xinhua Zhang, Nga T. T. Nguyen-Fotiadis, J. P. Sauppe, P. M. Kozlowski, P. A. Keiter, R. E. Reinovsky, S. A. Batha, Zhehui Wang:
Machine Learning for Detection of 3D Features using sparse X-ray data. CoRR abs/2206.02564 (2022) - 2021
- [j29]Zhehui Wang, Tao Luo, Miqing Li, Joey Tianyi Zhou, Rick Siow Mong Goh, Liangli Zhen:
Evolutionary Multi-Objective Model Compression for Deep Neural Networks. IEEE Comput. Intell. Mag. 16(3): 10-21 (2021) - [j28]Kaitlin M. Anagnost, Eldred Lee, Zhehui Wang, Jifeng Liu, Eric R. Fossum:
Simulating 50 keV X-ray Photon Detection in Silicon with a Down-Conversion Layer. Sensors 21(22): 7566 (2021) - [j27]Zhehui Wang, Zhifei Wang, Jiang Xu, Jun Feng, Shixi Chen, Xuanqi Chen, Jiaxu Zhang:
Reduce Loss and Crosstalk in Integrated Silicon-Photonic Multistage Switching Fabrics Through Multichip Partition. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(1): 101-114 (2021) - [j26]Jiayi Xu, Hanqi Guo, Han-Wei Shen, Mukund Raj, Xueyun Wang, Xueqiao Xu, Zhehui Wang, Tom Peterka:
Asynchronous and Load-Balanced Union-Find for Distributed and Parallel Scientific Data Visualization and Analysis. IEEE Trans. Vis. Comput. Graph. 27(6): 2808-2820 (2021) - [i6]Zhehui Wang, Xiaozhe Gu, Rick Siow Mong Goh, Joey Tianyi Zhou, Tao Luo:
Efficient Spiking Neural Networks with Radix Encoding. CoRR abs/2105.06943 (2021) - [i5]Daniel Gerlinghoff, Zhehui Wang, Xiaozhe Gu, Rick Siow Mong Goh, Tao Luo:
E3NE: An End-to-End Framework for Accelerating Spiking Neural Networks with Emerging Neural Encoding on FPGAs. CoRR abs/2111.10027 (2021) - [i4]Zhehui Wang, Tao Luo, Rick Siow Mong Goh, Wei Zhang, Weng-Fai Wong:
Optimizing for In-memory Deep Learning with Emerging Memory Technology. CoRR abs/2112.00324 (2021) - 2020
- [j25]Peng Yang, Zhehui Wang, Zhifei Wang, Jiang Xu, Yi-Shing Chang, Xuanqi Chen, Rafael K. V. Maeda, Jun Feng:
Multidomain Inter/Intrachip Silicon Photonic Networks for Energy-Efficient Rack-Scale Computing Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(3): 626-639 (2020) - [j24]Zhifei Wang, Peng Yang, Yi-Shing Chang, Jiang Xu, Xuanqi Chen, Zhehui Wang, Jun Feng:
A Cross-Layer Optimization Framework for Integrated Optical Switches in Data Centers. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(3): 640-653 (2020) - [j23]Xuanqi Chen, Zhifei Wang, Yi-Shing Chang, Jiang Xu, Jun Feng, Peng Yang, Zhehui Wang, Luan H. K. Duong:
Modeling and Analysis of Optical Modulators Based on Free-Carrier Plasma Dispersion Effect. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(5): 977-990 (2020) - [j22]Zhehui Wang, Zhifei Wang, Jiang Xu, Yi-Shing Chang, Jun Feng, Xuanqi Chen, Shixi Chen, Jiaxu Zhang:
CAMON: Low-Cost Silicon Photonic Chiplet for Manycore Processors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(9): 1820-1833 (2020) - [j21]Haoran Li, Zhongyuan Tian, Jiang Xu, Rafael K. V. Maeda, Zhehui Wang, Zhifei Wang:
Chip-Specific Power Delivery and Consumption Co-Management for Process-Variation-Aware Manycore Systems Using Reinforcement Learning. IEEE Trans. Very Large Scale Integr. Syst. 28(5): 1150-1163 (2020) - [c20]Zhehui Wang, Huaipeng Zhang, Tao Luo, Weng-Fai Wong, Anh-Tuan Do, Paramasivam Vishnu, Wei Zhang, Rick Siow Mong Goh:
NCPower: Power Modelling for NVM-based Neuromorphic Chip. ICONS 2020: 15:1-15:7 - [i3]Jiayi Xu, Hanqi Guo, Han-Wei Shen, Mukund Raj, Xueqiao Xu, Xueyun Wang, Zhehui Wang, Tom Peterka:
Distributed Asynchronous Union-Find for Scalable Feature Tracking. CoRR abs/2003.02351 (2020) - [i2]Zhehui Wang, Tao Luo, Joey Tianyi Zhou, Rick Siow Mong Goh:
EDCompress: Energy-Aware Model Compression with Dataflow. CoRR abs/2006.04588 (2020)
2010 – 2019
- 2019
- [j20]Luan H. K. Duong, Peng Yang, Zhifei Wang, Yi-Shing Chang, Jiang Xu, Zhehui Wang, Xuanqi Chen:
Crosstalk Noise Reduction Through Adaptive Power Control in Inter/Intra-Chip Optical Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(1): 43-56 (2019) - [c19]Zhifei Wang, Jun Feng, Xuanqi Chen, Zhehui Wang, Jiaxu Zhang, Shixi Chen, Jiang Xu:
Systematic Exploration of High-Radix Integrated Silicon Photonic Switches for Datacenters. ICCAD 2019: 1-8 - [c18]Jun Feng, Zhehui Wang, Zhifei Wang, Xuanqi Chen, Shixi Chen, Jiaxu Zhang, Jiang Xu:
Scalable Low-Power High-Performance Rack-Scale Optical Network. PHOTONICS@SC 2019: 1-6 - [i1]Carleton Coffrin, James Arnold, Stephan J. Eidenbenz, Derek Aberle, John Ambrosiano, Zachary K. Baker, Sara Brambilla, Michael J. Brown, K. Nolan Carter, Pinghan Chu, Patrick Conry, Keeley Costigan, Ariane Eberhardt, David M. Fobes, Adam Gausmann, Sean N. Harris, Donovan Heimer, Marlin Holmes, Bill Junor, Csaba Kiss, Steve Linger, Rodman R. Linn, Li-Ta Lo, Jonathan MacCarthy, Omar Marcillo, Clay McGinnis, Alexander McQuarters, Eric Michalak, Arvind Mohan, Matt Nelson, Diane Oyen, Nidhi Parikh, Donatella Pasqualini, Aaron S. Pope, Reid B. Porter, Chris Rawlings, Hannah Reinbolt, Reid D. Rivenburgh, Philip Romero, Kevin Schoonover, Alexei N. Skurikhin, Daniel R. Tauritz, Dima Tretiak, Zhehui Wang, James Wernicke, Brad Wolfe, Phillip Wolfram, Jonathan Woodring:
The ISTI Rapid Response on Exploring Cloud Computing 2018. CoRR abs/1901.01331 (2019) - 2018
- [c17]Peng Yang, Zhengbin Pang, Zhifei Wang, Zhehui Wang, Min Xie, Xuanqi Chen, Luan H. K. Duong, Jiang Xu:
RSON: An inter/intra-chip silicon photonic network for rack-scale computing systems. DATE 2018: 1369-1374 - [c16]Xuanqi Chen, Zhifei Wang, Yi-Shing Chang, Jiang Xu, Peng Yang, Zhehui Wang, Luan H. K. Duong:
A Comprehensive Electro-Optical Model for Silicon Photonic Switches. ISVLSI 2018: 76-81 - 2017
- [j19]Haoran Li, Xuan Wang, Jiang Xu, Zhe Wang, Rafael K. V. Maeda, Zhehui Wang, Peng Yang, Luan H. K. Duong, Zhifei Wang:
Energy-Efficient Power Delivery System Paradigms for Many-Core Processors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(3): 449-462 (2017) - [c15]Zhe Wang, Zhongyuan Tian, Jiang Xu, Rafael K. V. Maeda, Haoran Li, Peng Yang, Zhehui Wang, Luan H. K. Duong, Zhifei Wang, Xuanqi Chen:
Modular reinforcement learning for self-adaptive energy efficiency optimization in multicore system. ASP-DAC 2017: 684-689 - [c14]Zhehui Wang, Zhengbin Pang, Peng Yang, Jiang Xu, Xuanqi Chen, Rafael K. V. Maeda, Zhifei Wang, Luan H. K. Duong, Haoran Li, Zhe Wang:
MOCA: an Inter/Intra-Chip Optical Network for Memory. DAC 2017: 86:1-86:6 - 2016
- [j18]Zhehui Wang, Jiang Xu, Peng Yang, Xuan Wang, Zhe Wang, Luan Huu Kinh Duong, Zhifei Wang, Rafael Kioji Vivas Maeda, Haoran Li:
Improve Chip Pin Performance Using Optical Interconnects. IEEE Trans. Very Large Scale Integr. Syst. 24(4): 1574-1587 (2016) - [j17]Zhehui Wang, Jiang Xu, Peng Yang, Luan Huu Kinh Duong, Zhifei Wang, Xuan Wang, Zhe Wang, Haoran Li, Rafael Kioji Vivas Maeda:
A Holistic Modeling and Analysis of Optical-Electrical Interfaces for Inter/Intra-chip Interconnects. IEEE Trans. Very Large Scale Integr. Syst. 24(7): 2462-2474 (2016) - [j16]Luan H. K. Duong, Zhehui Wang, Mahdi Nikdast, Jiang Xu, Peng Yang, Zhifei Wang, Zhe Wang, Rafael K. V. Maeda, Haoran Li, Xuan Wang, Sébastien Le Beux, Yvain Thonnart:
Coherent and Incoherent Crosstalk Noise Analyses in Interchip/Intrachip Optical Interconnection Networks. IEEE Trans. Very Large Scale Integr. Syst. 24(7): 2475-2487 (2016) - [j15]Zhe Wang, Xuan Wang, Jiang Xu, Haoran Li, Rafael K. V. Maeda, Zhehui Wang, Peng Yang, Luan H. K. Duong, Zhifei Wang:
An Adaptive Process-Variation-Aware Technique for Power-Gating-Induced Power/Ground Noise Mitigation in MPSoC. IEEE Trans. Very Large Scale Integr. Syst. 24(12): 3373-3386 (2016) - [c13]Rafael K. V. Maeda, Peng Yang, Xiaowen Wu, Zhe Wang, Jiang Xu, Zhehui Wang, Haoran Li, Luan H. K. Duong, Zhifei Wang:
JADE: a Heterogeneous Multiprocessor System Simulation Platform Using Recorded and Statistical Application Models. AISTECS@HiPEAC 2016: 8:1-8:6 - [c12]Peng Yang, Shigeru Nakamura, Kenichiro Yashiki, Zhehui Wang, Luan H. K. Duong, Zhifei Wang, Xuanqi Chen, Yuichi Nakamura, Jiang Xu:
Inter/intra-chip optical interconnection network: opportunities, challenges, and implementations. NOCS 2016: 1-8 - 2015
- [j14]Xuan Wang, Jiang Xu, Zhe Wang, Kevin J. Chen, Xiaowen Wu, Zhehui Wang, Peng Yang, Luan H. K. Duong:
An Analytical Study of Power Delivery Systems for Many-Core Processors Using On-Chip and Off-Chip Voltage Regulators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34(9): 1401-1414 (2015) - [j13]Mahdi Nikdast, Jiang Xu, Luan H. K. Duong, Xiaowen Wu, Zhehui Wang, Xuan Wang, Zhe Wang:
Fat-Tree-Based Optical Interconnection Networks Under Crosstalk Noise Constraint. IEEE Trans. Very Large Scale Integr. Syst. 23(1): 156-169 (2015) - [j12]Xuan Wang, Jiang Xu, Wei Zhang, Xiaowen Wu, Yaoyao Ye, Zhehui Wang, Mahdi Nikdast, Zhe Wang:
Actively Alleviate Power Gating-Induced Power/Ground Noise Using Parasitic Capacitance of On-Chip Memories in MPSoC. IEEE Trans. Very Large Scale Integr. Syst. 23(2): 266-279 (2015) - [j11]Xiaowen Wu, Jiang Xu, Yaoyao Ye, Xuan Wang, Mahdi Nikdast, Zhehui Wang, Zhe Wang:
An Inter/Intra-Chip Optical Network for Manycore Processors. IEEE Trans. Very Large Scale Integr. Syst. 23(4): 678-691 (2015) - [j10]Mahdi Nikdast, Jiang Xu, Luan Huu Kinh Duong, Xiaowen Wu, Xuan Wang, Zhehui Wang, Zhe Wang, Peng Yang, Yaoyao Ye, Qinfen Hao:
Crosstalk Noise in WDM-Based Optical Networks-on-Chip: A Formal Study and Comparison. IEEE Trans. Very Large Scale Integr. Syst. 23(11): 2552-2565 (2015) - [c11]Zhehui Wang, Jiang Xu, Peng Yang, Xuan Wang, Zhe Wang, Luan H. K. Duong, Zhifei Wang, Haoran Li, Rafael Kioji Vivas Maeda, Xiaowen Wu, Yaoyao Ye, Qinfen Hao:
Alleviate chip I/O pin constraints for multicore processors through optical interconnects. ASP-DAC 2015: 791-796 - [c10]Zhe Wang, Xuan Wang, Jiang Xu, Xiaowen Wu, Zhehui Wang, Peng Yang, Luan H. K. Duong, Haoran Li, Rafael Kioji Vivas Maeda, Zhifei Wang:
Adaptively tolerate power-gating-induced power/ground noise under process variations. DATE 2015: 483-488 - [c9]Luan H. K. Duong, Mahdi Nikdast, Jiang Xu, Zhehui Wang, Yvain Thonnart, Sébastien Le Beux, Peng Yang, Xiaowen Wu, Zhifei Wang:
Coherent crosstalk noise analyses in ring-based optical interconnects. DATE 2015: 501-506 - 2014
- [j9]Luan H. K. Duong, Mahdi Nikdast, Sébastien Le Beux, Jiang Xu, Xiaowen Wu, Zhehui Wang, Peng Yang:
A Case Study of Signal-to-Noise Ratio in Ring-Based Optical Networks-on-Chip. IEEE Des. Test 31(5): 55-65 (2014) - [j8]Weichen Liu, Xuan Wang, Jiang Xu, Wei Zhang, Yaoyao Ye, Xiaowen Wu, Mahdi Nikdast, Zhehui Wang:
On-chip sensor networks for soft-error tolerant real-time multiprocessor systems-on-chip. ACM J. Emerg. Technol. Comput. Syst. 10(2): 15:1-15:20 (2014) - [j7]Xiaowen Wu, Jiang Xu, Yaoyao Ye, Zhehui Wang, Mahdi Nikdast, Xuan Wang:
SUOR: Sectioned Undirectional Optical Ring for Chip Multiprocessor. ACM J. Emerg. Technol. Comput. Syst. 10(4): 29:1-29:25 (2014) - [j6]Zhehui Wang, Jiang Xu, Xiaowen Wu, Yaoyao Ye, Wei Zhang, Mahdi Nikdast, Xuan Wang, Zhe Wang:
Floorplan Optimization of Fat-Tree-Based Networks-on-Chip for Chip Multiprocessors. IEEE Trans. Computers 63(6): 1446-1459 (2014) - [j5]Mahdi Nikdast, Jiang Xu, Xiaowen Wu, Wei Zhang, Yaoyao Ye, Xuan Wang, Zhehui Wang, Zhe Wang:
Systematic Analysis of Crosstalk Noise in Folded-Torus-Based Optical Networks-on-Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33(3): 437-450 (2014) - [j4]Yaoyao Ye, Zhehui Wang, Peng Yang, Jiang Xu, Xiaowen Wu, Xuan Wang, Mahdi Nikdast, Zhe Wang, Luan H. K. Duong:
System-Level Modeling and Analysis of Thermal Effects in WDM-Based Optical Networks-on-Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33(11): 1718-1731 (2014) - [c8]Zhe Wang, Weichen Liu, Jiang Xu, Xiaowen Wu, Zhehui Wang, Bin Li, Ravi R. Iyer, Ramesh Illikkal:
A systematic network-on-chip traffic modeling and generation methodology. APCCAS 2014: 675-678 - [c7]Xuan Wang, Jiang Xu, Zhe Wang, Kevin J. Chen, Xiaowen Wu, Zhehui Wang:
Characterizing power delivery systems with on/off-chip voltage regulators for many-core processors. DATE 2014: 1-4 - [c6]Mahdi Nikdast, Luan H. K. Duong, Jiang Xu, Sébastien Le Beux, Xiaowen Wu, Zhehui Wang, Peng Yang, Yaoyao Ye:
CLAP: a crosstalk and loss analysis platform for optical interconnects. NOCS 2014: 172-173 - 2013
- [j3]Yaoyao Ye, Jiang Xu, Baihan Huang, Xiaowen Wu, Wei Zhang, Xuan Wang, Mahdi Nikdast, Zhehui Wang, Weichen Liu, Zhe Wang:
3-D Mesh-Based Optical Network-on-Chip for Multiprocessor System-on-Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32(4): 584-596 (2013) - [j2]Yaoyao Ye, Jiang Xu, Xiaowen Wu, Wei Zhang, Xuan Wang, Mahdi Nikdast, Zhehui Wang, Weichen Liu:
System-Level Modeling and Analysis of Thermal Effects in Optical Networks-on-Chip. IEEE Trans. Very Large Scale Integr. Syst. 21(2): 292-305 (2013) - [j1]Yiyuan Xie, Mahdi Nikdast, Jiang Xu, Xiaowen Wu, Wei Zhang, Yaoyao Ye, Xuan Wang, Zhehui Wang, Weichen Liu:
Formal Worst-Case Analysis of Crosstalk Noise in Mesh-Based Optical Networks-on-Chip. IEEE Trans. Very Large Scale Integr. Syst. 21(10): 1823-1836 (2013) - [c5]Xuan Wang, Jiang Xu, Wei Zhang, Xiaowen Wu, Yaoyao Ye, Zhehui Wang, Mahdi Nikdast, Zhe Wang:
Active power-gating-induced power/ground noise alleviation using parasitic capacitance of on-chip memories. DATE 2013: 1221-1224 - [c4]Yaoyao Ye, Xiaowen Wu, Jiang Xu, Mahdi Nikdast, Zhehui Wang, Xuan Wang, Zhe Wang:
System-level analysis of mesh-based hybrid optical-electronic network-on-chip. ISCAS 2013: 321-324 - 2011
- [c3]Weichen Liu, Jiang Xu, Xiaowen Wu, Yaoyao Ye, Xuan Wang, Wei Zhang, Mahdi Nikdast, Zhehui Wang:
A NoC Traffic Suite Based on Real Applications. ISVLSI 2011: 66-71 - [c2]Yaoyao Ye, Jiang Xu, Xiaowen Wu, Wei Zhang, Xuan Wang, Mahdi Nikdast, Zhehui Wang, Weichen Liu:
Modeling and Analysis of Thermal Effects in Optical Networks-on-Chip. ISVLSI 2011: 254-259 - [c1]Weichen Liu, Jiang Xu, Xuan Wang, Yu Wang, Wei Zhang, Yaoyao Ye, Xiaowen Wu, Mahdi Nikdast, Zhehui Wang:
A Hardware-Software Collaborated Method for Soft-Error Tolerant MPSoC. ISVLSI 2011: 260-265
Coauthor Index
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