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Tianshi Chen 0002
Person information
- affiliation: Cambricon Technologies, Beijing, China
- affiliation: Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China
- affiliation (PhD 2010): University of Science and Technology of China, Department of Computer Science and Technology, Hefei, China
Other persons with the same name
- Tianshi Chen 0001
— Chinese University of Hong Kong, School of Data Science, Hong Kong (and 4 more)
- Tianshi Chen 0003 — Zhengzhou University, School of Information and Engineering, China
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2020 – today
- 2024
- [j44]Husheng Han
Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(1): 366-379 (2024) - [c40]Huang Lei, Jiaming Guo, Guanhua He, Xishan Zhang, Rui Zhang, Shaohui Peng, Shaoli Liu, Tianshi Chen:
Ex3: Automatic Novel Writing by Extracting, Excelsior and Expanding. ACL (1) 2024: 9125-9146 - [c39]Shuyao Cheng, Pengwei Jin, Qi Guo, Zidong Du, Rui Zhang, Xing Hu, Yongwei Zhao, Yifan Hao, Xiangtao Guan, Husheng Han, Zhengyue Zhao, Ximing Liu, Xishan Zhang, Yuejie Chu, Weilong Mao, Tianshi Chen, Yunji Chen:
Automated CPU Design by Learning from Input-Output Examples. IJCAI 2024: 3843-3853 - [c38]Weihao Kong, Yifan Hao, Qi Guo, Yongwei Zhao, Xinkai Song, Xiaqing Li, Mo Zou, Zidong Du, Rui Zhang, Chang Liu, Yuanbo Wen, Pengwei Jin, Xing Hu, Wei Li, Zhiwei Xu, Tianshi Chen:
Cambricon-D: Full-Network Differential Acceleration for Diffusion Models. ISCA 2024: 903-914 - [i16]Huang Lei, Jiaming Guo, Guanhua He, Xishan Zhang, Rui Zhang, Shaohui Peng, Shaoli Liu, Tianshi Chen:
Ex3: Automatic Novel Writing by Extracting, Excelsior and Expanding. CoRR abs/2408.08506 (2024) - [i15]Zhongkai Yu, Shengwen Liang, TianYun Ma, Yunke Cai, Ziyuan Nan, Di Huang, Xinkai Song, Yifan Hao, Jie Zhang, Tian Zhi, Yongwei Zhao, Zidong Du, Xing Hu, Qi Guo, Tianshi Chen:
Cambricon-LLM: A Chiplet-Based Hybrid Architecture for On-Device Inference of 70B LLM. CoRR abs/2409.15654 (2024) - 2023
- [c37]Jun Bi, Qi Guo, Xiaqing Li, Yongwei Zhao, Yuanbo Wen, Yuxuan Guo, Enshuai Zhou, Xing Hu, Zidong Du, Ling Li, Huaping Chen, Tianshi Chen:
Heron: Automatically Constrained High-Performance Library Generation for Deep Learning Accelerators. ASPLOS (3) 2023: 314-328 - [c36]Hongrui Guo
Cambricon-U: A Systolic Random Increment Memory Architecture for Unary Computing. MICRO 2023: 424-437 - [c35]Xinkai Song
Cambricon-R: A Fully Fused Accelerator for Real-Time Learning of Neural Scene Representation. MICRO 2023: 1305-1318 - [i14]Shuyao Cheng, Pengwei Jin, Qi Guo, Zidong Du, Rui Zhang, Yunhao Tian, Xing Hu, Yongwei Zhao, Yifan Hao, Xiangtao Guan, Husheng Han, Zhengyue Zhao, Ximing Liu, Ling Li, Xishan Zhang, Yuejie Chu, Weilong Mao, Tianshi Chen, Yunji Chen:
Pushing the Limits of Machine Design: Automated CPU Design with AI. CoRR abs/2306.12456 (2023) - 2022
- [j43]Yuanbo Wen
Enabling One-Size-Fits-All Compilation Optimization for Inference Across Machine Learning Computers. IEEE Trans. Computers 71(9): 2313-2326 (2022) - [j42]Chang Liu
Rethinking the Importance of Quantization Bias, Toward Full Low-Bit Training. IEEE Trans. Image Process. 31: 7006-7019 (2022) - [c34]Yifan Hao, Yongwei Zhao, Chenxiao Liu, Zidong Du, Shuyao Cheng, Xiaqing Li, Xing Hu, Qi Guo, Zhiwei Xu, Tianshi Chen:
Cambricon-P: A Bitflow Architecture for Arbitrary Precision Computing. MICRO 2022: 57-72 - [i13]Husheng Han, Xing Hu, Kaidi Xu, Pucheng Dang, Ying Wang, Yongwei Zhao, Zidong Du, Qi Guo, Yanzhi Yang, Tianshi Chen:
Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks. CoRR abs/2208.09195 (2022) - 2021
- [c33]Yongwei Zhao, Chang Liu, Zidong Du, Qi Guo, Xing Hu, Yimin Zhuang, Zhenxing Zhang, Xinkai Song, Wei Li, Xishan Zhang, Ling Li, Zhiwei Xu, Tianshi Chen:
Cambricon-Q: A Hybrid Architecture for Efficient Training. ISCA 2021: 706-719 - [c32]Zhixing Du, Rui Zhang, Ming Chang, Xishan Zhang, Shaoli Liu, Tianshi Chen, Yunji Chen:
Distilling Object Detectors with Feature Richness. NeurIPS 2021: 5213-5224 - [i12]Zhixing Du, Rui Zhang, Ming Chang, Xishan Zhang, Shaoli Liu, Tianshi Chen, Yunji Chen:
Distilling Object Detectors with Feature Richness. CoRR abs/2111.00674 (2021) - 2020
- [j41]Xi Zeng
Addressing Irregularity in Sparse Neural Networks Through a Cooperative Software/Hardware Approach. IEEE Trans. Computers 69(7): 968-985 (2020) - [j40]Yongwei Zhao
Machine Learning Computers With Fractal von Neumann Architecture. IEEE Trans. Computers 69(7): 998-1014 (2020) - [j39]Shengyuan Zhou
ParaML: A Polyvalent Multicore Accelerator for Machine Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(9): 1764-1777 (2020) - [c31]Di Huang, Xishan Zhang, Rui Zhang, Tian Zhi, Deyuan He, Jiaming Guo, Chang Liu, Qi Guo, Zidong Du, Shaoli Liu, Tianshi Chen, Yunji Chen:
DWM: A Decomposable Winograd Method for Convolution Acceleration. AAAI 2020: 4174-4181 - [i11]Di Huang, Xishan Zhang, Rui Zhang, Tian Zhi, Deyuan He, Jiaming Guo, Chang Liu, Qi Guo, Zidong Du, Shaoli Liu, Tianshi Chen, Yunji Chen:
DWM: A Decomposable Winograd Method for Convolution Acceleration. CoRR abs/2002.00552 (2020)
2010 – 2019
- 2019
- [j38]Xuda Zhou
Addressing Sparsity in Deep Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(10): 1858-1871 (2019) - [c30]Yongwei Zhao, Zidong Du, Qi Guo, Shaoli Liu, Ling Li, Zhiwei Xu, Tianshi Chen, Yunji Chen
Cambricon-F: machine learning computers with fractal von neumann architecture. ISCA 2019: 788-801 - 2018
- [j37]Jinhua Tao, Zidong Du, Qi Guo, Huiying Lan
BenchIP: Benchmarking Intelligence Processors. J. Comput. Sci. Technol. 33(1): 1-23 (2018) - [j36]Yunji Chen
An Instruction Set Architecture for Machine Learning. ACM Trans. Comput. Syst. 36(3): 9:1-9:35 (2018) - [c29]Xuda Zhou, Zidong Du, Qi Guo, Shaoli Liu, Chengsi Liu, Chao Wang, Xuehai Zhou, Ling Li, Tianshi Chen, Yunji Chen
Cambricon-S: Addressing Irregularity in Sparse Neural Networks through A Cooperative Software/Hardware Approach. MICRO 2018: 15-28 - 2017
- [j35]Jinhua Tao, Shi Qiu, Shaoli Liu, Tianshi Chen, Rui Mao:
Stealth-ACK: stealth transmissions of NoC acknowledgements. Sci. China Inf. Sci. 60(9): 92102 (2017) - [j34]Zhen Li, Yuqing Wang, Tian Zhi, Tianshi Chen:
A survey of neural network accelerators. Frontiers Comput. Sci. 11(5): 746-761 (2017) - [j33]Tao Luo, Shaoli Liu, Ling Li, Yuqing Wang, Shijin Zhang, Tianshi Chen, Zhiwei Xu, Olivier Temam, Yunji Chen
DaDianNao: A Neural Network Supercomputer. IEEE Trans. Computers 66(1): 73-88 (2017) - [j32]Zidong Du
An Accelerator for High Efficient Vision Processing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(2): 227-240 (2017) - [j31]Yubin Xia, Yutao Liu, Haibing Guan, Yunji Chen
Secure Outsourcing of Virtual Appliance. IEEE Trans. Cloud Comput. 5(3): 390-404 (2017) - [c28]Jinhong Zhou, Shaoli Liu, Qi Guo, Xuda Zhou, Tian Zhi, Dao-Fu Liu, Chao Wang, Xuehai Zhou, Yunji Chen
TuNao: A High-Performance and Energy-Efficient Reconfigurable Accelerator for Graph Processing. CCGrid 2017: 731-734 - [i10]Jinhua Tao, Zidong Du, Qi Guo, Huiying Lan, Lei Zhang, Shengyuan Zhou, Cong Liu, Hai-Feng Liu, Shan Tang, Allen Rush, Willian Chen, Shaoli Liu, Yunji Chen, Tianshi Chen:
BENCHIP: Benchmarking Intelligence Processors. CoRR abs/1710.08315 (2017) - 2016
- [j30]Yunji Chen
DianNao family: energy-efficient hardware accelerators for machine learning. Commun. ACM 59(11): 105-112 (2016) - [j29]Deheng Qian
Iterative Point Matching via multi-direction geometric serialization and reliable correspondence selection. Neurocomputing 197: 171-183 (2016) - [j28]Deheng Qian, Tianshi Chen, Hong Qiao:
Geodesic-like features for point matching. Neurocomputing 218: 401-410 (2016) - [j27]Qi Guo, Tianshi Chen, Yunji Chen
Accelerating Architectural Simulation Via Statistical Techniques: A Survey. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(3): 433-446 (2016) - [j26]Shaoli Liu, Tianshi Chen, Ling Li, Xiaoxue Feng, Zhiwei Xu, Haibo Chen, Frederic T. Chong
IMR: High-Performance Low-Cost Multi-Ring NoCs. IEEE Trans. Parallel Distributed Syst. 27(6): 1700-1712 (2016) - [c27]Shaoli Liu, Zidong Du, Jinhua Tao, Dong Han, Tao Luo, Yuan Xie, Yunji Chen
Cambricon: An Instruction Set Architecture for Neural Networks. ISCA 2016: 393-405 - [c26]Shijin Zhang, Zidong Du, Lei Zhang, Huiying Lan
Cambricon-X: An accelerator for sparse neural networks. MICRO 2016: 20:1-20:12 - 2015
- [j25]Yunji Chen
Deterministic Replay: A Survey. ACM Comput. Surv. 48(2): 17:1-17:47 (2015) - [j24]Tianshi Chen, Zidong Du, Ninghui Sun, Jia Wang, Chengyong Wu, Yunji Chen
A High-Throughput Neural Network Accelerator. IEEE Micro 35(3): 24-32 (2015) - [j23]Tianshi Chen, Qi Guo, Olivier Temam, Yue Wu, Yungang Bao, Zhiwei Xu, Yunji Chen
Statistical Performance Comparisons of Computers. IEEE Trans. Computers 64(5): 1442-1455 (2015) - [j22]Jun He
On the Easiest and Hardest Fitness Functions. IEEE Trans. Evol. Comput. 19(2): 295-305 (2015) - [j21]Tianshi Chen, Shijin Zhang, Shaoli Liu, Zidong Du, Tao Luo, Yuan Gao, Junjie Liu, Dongsheng Wang, Chengyong Wu, Ninghui Sun, Yunji Chen
A Small-Footprint Accelerator for Large-Scale Neural Networks. ACM Trans. Comput. Syst. 33(2): 6:1-6:27 (2015) - [j20]Qi Guo, Tianshi Chen, Zhi-Hua Zhou, Olivier Temam, Ling Li, Depei Qian, Yunji Chen
Robust Design Space Modeling. ACM Trans. Design Autom. Electr. Syst. 20(2): 18:1-18:22 (2015) - [j19]Shaoli Liu, Tianshi Chen, Ling Li, Xi Li, Mingzhe Zhang, Chao Wang, Haibo Meng, Xuehai Zhou, Yunji Chen
FreeRider: Non-Local Adaptive Network-on-Chip Routing with Packet-Carried Propagation of Congestion Information. IEEE Trans. Parallel Distributed Syst. 26(8): 2272-2285 (2015) - [c25]Dao-Fu Liu, Tianshi Chen, Shaoli Liu, Jinhong Zhou, Shengyuan Zhou, Olivier Temam, Xiaobing Feng, Xuehai Zhou, Yunji Chen
PuDianNao: A Polyvalent Machine Learning Accelerator. ASPLOS 2015: 369-381 - [c24]Xiaochun Zhang, Qi Guo, Yunji Chen
HERMES: a fast cross-ISA binary translator with post-optimization. CGO 2015: 246-256 - [c23]Zidong Du, Robert Fasthuber, Tianshi Chen, Paolo Ienne, Ling Li, Tao Luo, Xiaobing Feng, Yunji Chen
ShiDianNao: shifting vision processing closer to the sensor. ISCA 2015: 92-104 - [c22]Zidong Du, Daniel D. Ben-Dayan Rubin
Neuromorphic accelerators: a comparison between neuroscience and machine-learning approaches. MICRO 2015: 494-507 - 2014
- [j18]Yue Wu, Yunji Chen
An Elastic Architecture Adaptable to Various Application Scenarios. J. Comput. Sci. Technol. 29(2): 227-238 (2014) - [j17]Yi-Xiao Yin, Yunji Chen
Prevention from Soft Errors via Architecture Elasticity. J. Comput. Sci. Technol. 29(2): 247-254 (2014) - [j16]Qi Guo, Tianshi Chen, Yunji Chen
Pre-Silicon Bug Forecast. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33(3): 451-463 (2014) - [c21]Tianshi Chen, Zidong Du, Ninghui Sun, Jia Wang, Chengyong Wu, Yunji Chen
DianNao: a small-footprint high-throughput accelerator for ubiquitous machine-learning. ASPLOS 2014: 269-284 - [c20]Tianshi Chen, Qi Guo, Ke Tang, Olivier Temam, Zhiwei Xu, Zhi-Hua Zhou, Yunji Chen
ArchRanker: A ranking approach to design space exploration. ISCA 2014: 85-96 - [c19]Yunji Chen
DaDianNao: A Machine-Learning Supercomputer. MICRO 2014: 609-622 - 2013
- [j15]Qi Guo, Tianshi Chen, Yunji Chen
Microarchitectural design space exploration made fast. Microprocess. Microsystems 37(1): 41-51 (2013) - [j14]Yunji Chen
Deterministic Replay Using Global Clock. ACM Trans. Archit. Code Optim. 10(1): 1:1-1:28 (2013) - [j13]Yunji Chen
LDet: Determinizing Asynchronous Transfer for Postsilicon Debugging. IEEE Trans. Computers 62(9): 1732-1744 (2013) - [j12]Weishan Dong, Tianshi Chen, Peter Tiño
Scaling Up Estimation of Distribution Algorithms for Continuous Optimization. IEEE Trans. Evol. Comput. 17(6): 797-822 (2013) - [j11]Ling Li, Shaoli Liu, Yunji Chen
Motion Estimation Without Integer-Pel Search. IEEE Trans. Image Process. 22(4): 1340-1353 (2013) - [j10]Tianshi Chen, Yunji Chen
Effective and efficient microprocessor design space exploration using unlabeled design configurations. ACM Trans. Intell. Syst. Technol. 5(1): 20:1-20:18 (2013) - 2012
- [j9]Wei Liu, Tianshi Chen, Peng Wang
Pose Estimation for 3D Workpiece Grasping in Industrial Environment Based on Evolutionary Algorithm. J. Intell. Robotic Syst. 68(3-4): 293-306 (2012) - [j8]Weiwu Hu, Yunji Chen
Linear Time Memory Consistency Verification. IEEE Trans. Computers 61(4): 502-516 (2012) - [j7]Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao
A large population size can be unhelpful in evolutionary algorithms. Theor. Comput. Sci. 436: 54-70 (2012) - [j6]Yunji Chen
Program Regularization in Memory Consistency Verification. IEEE Trans. Parallel Distributed Syst. 23(11): 2163-2174 (2012) - [c18]Tianshi Chen, Yunji Chen
Statistical performance comparisons of computers. HPCA 2012: 399-410 - [c17]Dao-Fu Liu, Qi Guo, Tianshi Chen, Ling Li, Yunji Chen
Performance Prediction for Reconfigurable Processor. HPCC-ICESS 2012: 1352-1359 - [c16]Tianshi Chen, Yunji Chen
BenchNN: On the broad potential application scope of hardware neural network accelerators. IISWC 2012: 36-45 - [c15]Yunji Chen
An Elastic Architecture Adaptable to Millions of Application Scenarios. NPC 2012: 188-195 - [i9]Jun He, Tianshi Chen:
A General Analysis of Evolutionary Algorithms for Hard and Easy Fitness Functions. CoRR abs/1203.6286 (2012) - [i8]Lei Li, Tianshi Chen, Yunji Chen, Ling Li, Ruiyang Wu:
RepTFD: Replay Based Transient Fault Detection. CoRR abs/1206.2132 (2012) - [i7]Shaoli Liu, Yunji Chen, Tianshi Chen, Ling Li, Chao Lu:
Global Adaptive Routing Algorithm Without Additional Congestion Propagation Network. CoRR abs/1208.0384 (2012) - [i6]Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao:
A Large Population Size Can Be Unhelpful in Evolutionary Algorithms. CoRR abs/1208.2345 (2012) - 2011
- [j5]Weiwu Hu, Yan-Ping Gao, Tianshi Chen, Jun-Hua Xiao:
The Godson Processors: Its Research, Development, and Contributions. J. Comput. Sci. Technol. 26(3): 363-372 (2011) - [c14]Ke Tang, Rui Wang, Tianshi Chen:
Towards Maximizing the Area Under the ROC Curve for Multi-Class Classification Problems. AAAI 2011: 483-488 - [c13]Qi Guo, Tianshi Chen, Haihua Shen, Yunji Chen
Empirical design bugs prediction for verification. DATE 2011: 161-166 - [c12]Shaoli Liu, Ling Li, Yunji Chen
Video Encoding without Integer-Pel Motion Estimation. DCC 2011: 469 - [c11]Qi Guo, Tianshi Chen, Yunji Chen, Zhi-Hua Zhou, Weiwu Hu, Zhiwei Xu:
Effective and Efficient Microprocessor Design Space Exploration Using Unlabeled Design Configurations. IJCAI 2011: 1671-1677 - [c10]Lei Li, Tianshi Chen, Yunji Chen
Brief announcement: program regularization in verifying memory consistency. SPAA 2011: 265-266 - [i5]Tianshi Chen, Yunji Chen, Ke Tang, Guoliang Chen, Xin Yao:
The Impact of Mutation Rate on the Computation Time of Evolutionary Dynamic Optimization. CoRR abs/1106.0566 (2011) - [i4]Qi Guo, Yunji Chen, Tianshi Chen, Ling Li:
Efficient Deterministic Replay Using Complete Race Detection. CoRR abs/1107.2003 (2011) - [i3]Jun He, Tianshi Chen:
Population Scalability Analysis of Abstract Population-based Random Search: Spectral Radius. CoRR abs/1108.4531 (2011) - [i2]Weishan Dong, Tianshi Chen, Peter Tiño, Xin Yao:
Scaling Up Estimation of Distribution Algorithms For Continuous Optimization. CoRR abs/1111.2221 (2011) - 2010
- [j4]Tianshi Chen, Jun He
Choosing selection pressure for wide-gap problems. Theor. Comput. Sci. 411(6): 926-934 (2010) - [j3]Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao
Analysis of Computational Time of Simple Estimation of Distribution Algorithms. IEEE Trans. Evol. Comput. 14(1): 1-22 (2010) - [c9]Qi Guo, Tianshi Chen, Haihua Shen, Yunji Chen
On-the-Fly Reduction of Stimuli for Functional Verification. Asian Test Symposium 2010: 448-454 - [c8]Qi Guo, Tianshi Chen, Haihua Shen, Yunji Chen
Estimating design quality of digital systems via machine learning. ICECS 2010: 623-626 - [c7]Yunji Chen
LReplay: a pending period based deterministic replay scheme. ISCA 2010: 187-197
2000 – 2009
- 2009
- [j2]Xin Yu, Ke Tang, Tianshi Chen, Xin Yao
Empirical analysis of evolutionary algorithms with immigrants schemes for dynamic optimization. Memetic Comput. 1(1): 3-24 (2009) - [j1]Tianshi Chen, Jun He
A New Approach for Analyzing Average Time Complexity of Population-Based Evolutionary Algorithms on Unimodal Problems. IEEE Trans. Syst. Man Cybern. Part B 39(5): 1092-1106 (2009) - [c6]Zai Wang, Tianshi Chen, Ke Tang, Xin Yao
A multi-objective approach to Redundancy Allocation Problem in parallel-series systems. IEEE Congress on Evolutionary Computation 2009: 582-589 - [c5]Yunji Chen
A stochastic method for controlling the scaling parameters of Cauchy mutation in fast evolutionary programming. IEEE Congress on Evolutionary Computation 2009: 1101-1107 - [c4]Tianshi Chen, Per Kristian Lehre
When is an estimation of distribution algorithm better than an evolutionary algorithm? IEEE Congress on Evolutionary Computation 2009: 1470-1477 - [c3]Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao
Rigorous time complexity analysis of Univariate Marginal Distribution Algorithm with margins. IEEE Congress on Evolutionary Computation 2009: 2157-2164 - [c2]Yunji Chen
Fast complete memory consistency verification. HPCA 2009: 381-392 - [i1]Yunji Chen, Tianshi Chen, Weiwu Hu:
Global Clock, Physical Time Order and Pending Period Analysis in Multiprocessor Systems. CoRR abs/0903.4961 (2009) - 2007
- [c1]Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao
On the analysis of average time complexity of estimation of distribution algorithms. IEEE Congress on Evolutionary Computation 2007: 453-460
Coauthor Index
[c39] [i14] [c32] [i12] [j41] [j40] [j39] [c31] [i11] [j38] [c30] [j37] [j36] [c29] [j33] [j32] [j31] [c28] [i10] [j30] [j27] [j26] [c27] [c26] [j25] [j24] [j23] [j21] [j20] [j19] [c25] [c24] [c23] [c22] [j18] [j17] [j16] [c21] [c20] [c19] [j15] [j14] [j13] [j11] [j10] [j8] [j6] [c18] [c17] [c16] [c15] [i8] [i7] [c13] [c12] [c11] [c10] [i5] [i4] [c9] [c8] [c7] [c5] [c2] [i1]
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