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ORCIDQi Guo 0001
Person information
- affiliation: Chinese Academy of Sciences, Institute of Computing Technology, State Key Laboratory of Computer Architecture, Beijing, China
Other persons with the same name
- Qi Guo — disambiguation page
- Qi Guo 0002 — Microsoft, Redmond, WA, USA (and 1 more)
- Qi Guo 0003 — LinkedIn, Mountain View, CA, USA (and 1 more)
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2020 – today
- 2024
[j31]Feng Xue
, Chenji Han, Xinyu Li, Junliang Wu, Tingting Zhang, Tianyi Liu, Yifan Hao, Zidong Du, Qi Guo, Fuxin Zhang:
Tyche: An Efficient and General Prefetcher for Indirect Memory Accesses. ACM Trans. Archit. Code Optim. 21(2): 30 (2024)- [j30]Husheng Han, Xing Hu, Yifan Hao, Kaidi Xu, Pucheng Dang, Ying Wang, Yongwei Zhao, Zidong Du, Qi Guo, Yanzhi Wang, Xishan Zhang, Tianshi Chen:
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) - [j29]Xiaqing Li, Qi Guo, Guangyan Zhang, Siwei Ye, Guanhua He, Yiheng Yao, Rui Zhang, Yifan Hao, Zidong Du, Weimin Zheng:
FastTuning: Enabling Fast and Efficient Hyper-Parameter Tuning With Partitioning and Parallelism of Search Space. IEEE Trans. Parallel Distributed Syst. 35(7): 1174-1188 (2024) - [c64]Shaohui Peng, Xing Hu, Qi Yi, Rui Zhang, Jiaming Guo, Di Huang, Zikang Tian, Ruizhi Chen, Zidong Du, Qi Guo, Yunji Chen, Ling Li:
Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning. AAAI 2024: 14599-14607 - [c63]Enshuai Zhou, Yifan Hao, Rui Zhang, Yuxuan Guo, Zidong Du, Xishan Zhang, Xinkai Song, Chao Wang, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, Yunji Chen:
Emergent Communication for Numerical Concepts Generalization. AAAI 2024: 17609-17617 - [c62]Zhengyue Zhao, Jinhao Duan, Kaidi Xu, Chenan Wang, Rui Zhang, Zidong Du, Qi Guo, Xing Hu:
Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion? CVPR 2024: 24398-24407 - [c61]Shuyao Cheng, Chongxiao Li, Zidong Du, Rui Zhang, Xing Hu, Xiaqing Li, Guanglin Xu, Yuanbo Wen, Qi Guo:
Revisiting Automatic Pipelining: Gate-level Forwarding and Speculation. DAC 2024: 49:1-49:6 - [c60]Huilai Chen, Yuanbo Wen, Limin Cheng, Shouxu Kuang, Yumeng Liu, Weijia Li, Ling Li, Rui Zhang, Xinkai Song, Wei Li, Qi Guo, Yunji Chen:
AutoOS: Make Your OS More Powerful by Exploiting Large Language Models. ICML 2024 - [c59]Haihan Gao, Rui Zhang, Qi Yi, Hantao Yao, Haochen Li, Jiaming Guo, Shaohui Peng, Yunkai Gao, QiCheng Wang, Xing Hu, Yuanbo Wen, Zihao Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen:
Prompt-based Visual Alignment for Zero-shot Policy Transfer. ICML 2024 - [c58]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 - [c57]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 - [c56]Yi Chen, Yongwei Zhao, Yifan Hao, Yuanbo Wen, Yuntao Dai, Xiaqing Li, Yang Liu, Rui Zhang, Mo Zou, Xinkai Song, Xing Hu, Zidong Du, Huaping Chen, Qi Guo, Tianshi Chen:
Cambricon-C: Efficient 4-Bit Matrix Unit via Primitivization. MICRO 2024: 538-550 - [c55]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. MICRO 2024: 1474-1488 - [c54]Hongrui Guo, Mo Zou, Yifan Hao, Zidong Du, Erxiang Ren, Yang Liu, Yongwei Zhao, Tianrui Ma, Rui Zhang, Xing Hu, Fei Qiao, Zhiwei Xu, Qi Guo, Tianshi Chen:
Cambricon-M: A Fibonacci-Coded Charge-Domain SRAM-Based CIM Accelerator for DNN Inference. MICRO 2024: 1663-1677 - [i33]Yunpu Zhao, Rui Zhang, Wenyi Li, Di Huang, Jiaming Guo, Shaohui Peng, Yifan Hao, Yuanbo Wen, Xing Hu, Zidong Du, Qi Guo, Ling Li, Yunji Chen:
Assessing and Understanding Creativity in Large Language Models. CoRR abs/2401.12491 (2024) - [i32]Yuxuan Guo, Shaohui Peng, Jiaming Guo, Di Huang, Xishan Zhang, Rui Zhang, Yifan Hao, Ling Li, Zikang Tian, Mingju Gao, Yutai Li, Yiming Gan, Shuai Liang, Zihao Zhang, Zidong Du, Qi Guo, Xing Hu, Yunji Chen:
Luban: Building Open-Ended Creative Agents via Autonomous Embodied Verification. CoRR abs/2405.15414 (2024) - [i31]Haihan Gao, Rui Zhang, Qi Yi, Hantao Yao, Haochen Li, Jiaming Guo, Shaohui Peng, Yunkai Gao, QiCheng Wang, Xing Hu, Yuanbo Wen, Zihao Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen:
Prompt-based Visual Alignment for Zero-shot Policy Transfer. CoRR abs/2406.03250 (2024) - [i30]Zhengyue Zhao, Xiaoyun Zhang, Kaidi Xu, Xing Hu, Rui Zhang, Zidong Du, Qi Guo, Yunji Chen:
Adversarial Contrastive Decoding: Boosting Safety Alignment of Large Language Models via Opposite Prompt Optimization. CoRR abs/2406.16743 (2024) - [i29]Yutong Wu, Di Huang, Wenxuan Shi, Wei Wang, Lingzhe Gao, Shihao Liu, Ziyuan Nan, Kaizhao Yuan, Rui Zhang, Xishan Zhang, Zidong Du, Qi Guo, Yewen Pu, Dawei Yin, Xing Hu, Yunji Chen:
InverseCoder: Unleashing the Power of Instruction-Tuned Code LLMs with Inverse-Instruct. CoRR abs/2407.05700 (2024) - [i28]Husheng Han, Xinyao Zheng, Yuanbo Wen, Yifan Hao, Erhu Feng, Ling Liang, Jianan Mu, Xiaqing Li, TianYun Ma, Pengwei Jin, Xinkai Song, Zidong Du, Qi Guo, Xing Hu:
TensorTEE: Unifying Heterogeneous TEE Granularity for Efficient Secure Collaborative Tensor Computing. CoRR abs/2407.08903 (2024) - [i27]Yang Zhao, Di Huang, Chongxiao Li, Pengwei Jin, Ziyuan Nan, TianYun Ma, Lei Qi, Yansong Pan, Zhenxing Zhang, Rui Zhang, Xishan Zhang, Zidong Du, Qi Guo, Xing Hu, Yunji Chen:
CodeV: Empowering LLMs for Verilog Generation through Multi-Level Summarization. CoRR abs/2407.10424 (2024) - [i26]Pucheng Dang, Xing Hu, Dong Li, Rui Zhang, Qi Guo, Kaidi Xu:
DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization. CoRR abs/2408.11071 (2024) - [i25]Yunpu Zhao, Rui Zhang, Junbin Xiao, Changxin Ke, Ruibo Hou, Yifan Hao, Qi Guo, Yunji Chen:
Towards Analyzing and Mitigating Sycophancy in Large Vision-Language Models. CoRR abs/2408.11261 (2024) - [i24]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
- [j28]Yongwei Zhao, Zidong Du, Qi Guo, Zhiwei Xu, Yunji Chen:
Rescue to the Curse of universality. Sci. China Inf. Sci. 66(9) (2023) - [j27]Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Xing Hu, Zidong Du, Qi Guo, Ruizhi Chen, Ling Li, Yunji Chen:
Learning controllable elements oriented representations for reinforcement learning. Neurocomputing 549: 126455 (2023) - [j26]Zhe Fan, Yifan Hao, Tian Zhi, Qi Guo, Zidong Du:
Hardware Acceleration for SLAM in Mobile Systems. J. Comput. Sci. Technol. 38(6): 1300-1322 (2023) - [c53]Pengwei Jin, Di Huang, Rui Zhang, Xing Hu, Ziyuan Nan, Zidong Du, Qi Guo, Yunji Chen:
Online Symbolic Regression with Informative Query. AAAI 2023: 5122-5130 - [c52]Shaohui Peng, Xing Hu, Rui Zhang, Jiaming Guo, Qi Yi, Ruizhi Chen, Zidong Du, Ling Li, Qi Guo, Yunji Chen:
Conceptual Reinforcement Learning for Language-Conditioned Tasks. AAAI 2023: 9426-9434 - [c51]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 - [c50]Jun Bi, Xiaqing Li, Qi Guo, Rui Zhang, Yuanbo Wen, Xing Hu, Zidong Du, Xinkai Song, Yifan Hao, Yunji Chen:
BALTO: fast tensor program optimization with diversity-based active learning. ICLR 2023 - [c49]Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Yunkai Gao, Kaizhao Yuan, Ruizhi Chen, Siming Lan, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen:
Online Prototype Alignment for Few-shot Policy Transfer. ICML 2023: 39968-39983 - [c48]Hongrui Guo, Yongwei Zhao, Zhangmai Li, Yifan Hao, Chang Liu, Xinkai Song, Xiaqing Li, Zidong Du, Rui Zhang, Qi Guo, Tianshi Chen, Zhiwei Xu:
Cambricon-U: A Systolic Random Increment Memory Architecture for Unary Computing. MICRO 2023: 424-437 - [c47]Xinkai Song, Yuanbo Wen, Xing Hu, Tianbo Liu, Haoxuan Zhou, Husheng Han, Tian Zhi, Zidong Du, Wei Li, Rui Zhang, Chen Zhang, Lin Gao, Qi Guo, Tianshi Chen:
Cambricon-R: A Fully Fused Accelerator for Real-Time Learning of Neural Scene Representation. MICRO 2023: 1305-1318 - [c46]Yunkai Gao, Rui Zhang, Jiaming Guo, Fan Wu, Qi Yi, Shaohui Peng, Siming Lan, Ruizhi Chen, Zidong Du, Xing Hu, Qi Guo, Ling Li, Yunji Chen:
Context Shift Reduction for Offline Meta-Reinforcement Learning. NeurIPS 2023 - [c45]Jiaming Guo, Rui Zhang, Shaohui Peng, Qi Yi, Xing Hu, Ruizhi Chen, Zidong Du, Xishan Zhang, Ling Li, Qi Guo, Yunji Chen:
Efficient Symbolic Policy Learning with Differentiable Symbolic Expression. NeurIPS 2023 - [c44]Yuxuan Guo, Yifan Hao, Rui Zhang, Enshuai Zhou, Zidong Du, Xishan Zhang, Xinkai Song, Yuanbo Wen, Yongwei Zhao, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, Yunji Chen:
Emergent Communication for Rules Reasoning. NeurIPS 2023 - [c43]Di Huang, Ziyuan Nan, Xing Hu, Pengwei Jin, Shaohui Peng, Yuanbo Wen, Rui Zhang, Zidong Du, Qi Guo, Yewen Pu, Yunji Chen:
ANPL: Towards Natural Programming with Interactive Decomposition. NeurIPS 2023 - [c42]Zikang Tian, Ruizhi Chen, Xing Hu, Ling Li, Rui Zhang, Fan Wu, Shaohui Peng, Jiaming Guo, Zidong Du, Qi Guo, Yunji Chen:
Decompose a Task into Generalizable Subtasks in Multi-Agent Reinforcement Learning. NeurIPS 2023 - [i23]Pengwei Jin, Di Huang, Rui Zhang, Xing Hu, Ziyuan Nan, Zidong Du, Qi Guo, Yunji Chen:
Online Symbolic Regression with Informative Query. CoRR abs/2302.10539 (2023) - [i22]Chang Liu, Rui Zhang, Xishan Zhang, Yifan Hao, Zidong Du, Xing Hu, Ling Li, Qi Guo:
Ultra-low Precision Multiplication-free Training for Deep Neural Networks. CoRR abs/2302.14458 (2023) - [i21]Shaohui Peng, Xing Hu, Rui Zhang, Jiaming Guo, Qi Yi, Ruizhi Chen, Zidong Du, Ling Li, Qi Guo, Yunji Chen:
Conceptual Reinforcement Learning for Language-Conditioned Tasks. CoRR abs/2303.05069 (2023) - [i20]Di Huang, Ziyuan Nan, Xing Hu, Pengwei Jin, Shaohui Peng, Yuanbo Wen, Rui Zhang, Zidong Du, Qi Guo, Yewen Pu, Yunji Chen:
ANPL: Compiling Natural Programs with Interactive Decomposition. CoRR abs/2305.18498 (2023) - [i19]Zhengyue Zhao, Jinhao Duan, Xing Hu, Kaidi Xu, Chenan Wang, Rui Zhang, Zidong Du, Qi Guo, Yunji Chen:
Unlearnable Examples for Diffusion Models: Protect Data from Unauthorized Exploitation. CoRR abs/2306.01902 (2023) - [i18]Pucheng Dang, Xing Hu, Kaidi Xu, Jinhao Duan, Di Huang, Husheng Han, Rui Zhang, Zidong Du, Qi Guo, Yunji Chen:
Flew Over Learning Trap: Learn Unlearnable Samples by Progressive Staged Training. CoRR abs/2306.02064 (2023) - [i17]Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Yunkai Gao, Kaizhao Yuan, Ruizhi Chen, Siming Lan, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen:
Online Prototype Alignment for Few-shot Policy Transfer. CoRR abs/2306.07307 (2023) - [i16]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) - [i15]Shaohui Peng, Xing Hu, Qi Yi, Rui Zhang, Jiaming Guo, Di Huang, Zikang Tian, Ruizhi Chen, Zidong Du, Qi Guo, Yunji Chen, Ling Li:
Self-driven Grounding: Large Language Model Agents with Automatical Language-aligned Skill Learning. CoRR abs/2309.01352 (2023) - [i14]Jiaming Guo, Rui Zhang, Shaohui Peng, Qi Yi, Xing Hu, Ruizhi Chen, Zidong Du, Xishan Zhang, Ling Li, Qi Guo, Yunji Chen:
Efficient Symbolic Policy Learning with Differentiable Symbolic Expression. CoRR abs/2311.02104 (2023) - [i13]Yunkai Gao, Rui Zhang, Jiaming Guo, Fan Wu, Qi Yi, Shaohui Peng, Siming Lan, Ruizhi Chen, Zidong Du, Xing Hu, Qi Guo, Ling Li, Yunji Chen:
Context Shift Reduction for Offline Meta-Reinforcement Learning. CoRR abs/2311.03695 (2023) - [i12]Yuxuan Guo, Yifan Hao, Rui Zhang, Enshuai Zhou, Zidong Du, Xishan Zhang, Xinkai Song, Yuanbo Wen, Yongwei Zhao, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, Yunji Chen:
Emergent Communication for Rules Reasoning. CoRR abs/2311.04474 (2023) - [i11]Zhengyue Zhao, Jinhao Duan, Kaidi Xu, Chenan Wang, Rui Zhang, Zidong Du, Qi Guo, Xing Hu:
Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion? CoRR abs/2312.00084 (2023) - 2022
- [j25]Zidong Du, Qi Guo, Yongwei Zhao, Xi Zeng, Ling Li, Limin Cheng, Zhiwei Xu, Ninghui Sun, Yunji Chen:
Breaking the Interaction Wall: A DLPU-Centric Deep Learning Computing System. IEEE Trans. Computers 71(1): 209-222 (2022) - [j24]Yuanbo Wen, Qi Guo, Zidong Du, Jianxing Xu, Zhenxing Zhang, Xing Hu, Wei Li, Rui Zhang, Chao Wang, Xuehai Zhou, Tianshi Chen:
Enabling One-Size-Fits-All Compilation Optimization for Inference Across Machine Learning Computers. IEEE Trans. Computers 71(9): 2313-2326 (2022) - [j23]Xing Hu, Ling Liang, Xiaobing Chen, Lei Deng, Yu Ji, Yufei Ding, Zidong Du, Qi Guo, Timothy Sherwood, Yuan Xie:
A Systematic View of Model Leakage Risks in Deep Neural Network Systems. IEEE Trans. Computers 71(12): 3254-3267 (2022) - [j22]Xinkai Song, Tian Zhi, Zhe Fan, Zhenxing Zhang, Xi Zeng, Wei Li, Xing Hu, Zidong Du, Qi Guo, Yunji Chen:
Cambricon-G: A Polyvalent Energy-Efficient Accelerator for Dynamic Graph Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(1): 116-128 (2022) - [c41]Di Huang, Rui Zhang, Xing Hu, Xishan Zhang, Pengwei Jin, Nan Li, Zidong Du, Qi Guo, Yunji Chen:
Neural Program Synthesis with Query. ICLR 2022 - [c40]Yuanbo Wen, Qi Guo, Qiang Fu, Xiaqing Li, Jianxing Xu, Yanlin Tang, Yongwei Zhao, Xing Hu, Zidong Du, Ling Li, Chao Wang, Xuehai Zhou, Yunji Chen:
BabelTower: Learning to Auto-parallelized Program Translation. ICML 2022: 23685-23700 - [c39]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 - [c38]Shaohui Peng, Xing Hu, Rui Zhang, Ke Tang, Jiaming Guo, Qi Yi, Ruizhi Chen, Xishan Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen:
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning. NeurIPS 2022 - [c37]Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen:
Object-Category Aware Reinforcement Learning. NeurIPS 2022 - [i10]Di Huang, Rui Zhang, Xing Hu, Xishan Zhang, Pengwei Jin, Nan Li, Zidong Du, Qi Guo, Yunji Chen:
Neural Program Synthesis with Query. CoRR abs/2205.07857 (2022) - [i9]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) - [i8]Shaohui Peng, Xing Hu, Rui Zhang, Ke Tang, Jiaming Guo, Qi Yi, Ruizhi Chen, Xishan Zhang, Zidong Du, Ling Li, Qi Guo, Yunji Chen:
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning. CoRR abs/2210.06964 (2022) - [i7]Qi Yi, Rui Zhang, Shaohui Peng, Jiaming Guo, Xing Hu, Zidong Du, Xishan Zhang, Qi Guo, Yunji Chen:
Object-Category Aware Reinforcement Learning. CoRR abs/2210.07802 (2022) - 2021
- [j21]Zhenxing Zhang, Shiyan Sun, Xunyu Chen, Tian Zhi, Qi Guo, Yunji Chen:
Space-address decoupled scratchpad memory management for neural network accelerators. Concurr. Comput. Pract. Exp. 33(6) (2021) - [c36]Jiaming Guo, Rui Zhang, Xishan Zhang, Shaohui Peng, Qi Yi, Zidong Du, Xing Hu, Qi Guo, Yunji Chen:
Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment. IJCAI 2021: 2476-2482 - [c35]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 - [c34]Husheng Han, Kaidi Xu, Xing Hu, Xiaobing Chen, Ling Liang, Zidong Du, Qi Guo, Yanzhi Wang, Yunji Chen:
ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers. NeurIPS 2021: 28169-28181 - [i6]Jiaming Guo, Rui Zhang, Xishan Zhang, Shaohui Peng, Qi Yi, Zidong Du, Xing Hu, Qi Guo, Yunji Chen:
Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment. CoRR abs/2107.12216 (2021) - [i5]Ruizhi Chen, Xiaoyu Wu, Yansong Pan, Kaizhao Yuan, Ling Li, TianYun Ma, JiYuan Liang, Rui Zhang, Kai Wang, Chen Zhang, Shaohui Peng, Xishan Zhang, Zidong Du, Qi Guo, Yunji Chen:
Eden: A Unified Environment Framework for Booming Reinforcement Learning Algorithms. CoRR abs/2109.01768 (2021) - [i4]Husheng Han, Kaidi Xu, Xing Hu, Xiaobing Chen, Ling Liang, Zidong Du, Qi Guo, Yanzhi Wang, Yunji Chen:
ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers. CoRR abs/2110.14120 (2021) - 2020
- [j20]Zidong Du, Qi Guo, Yongwei Zhao, Tian Zhi, Yunji Chen, Zhiwei Xu:
Self-Aware Neural Network Systems: A Survey and New Perspective. Proc. IEEE 108(7): 1047-1067 (2020) - [j19]Xi Zeng, Tian Zhi, Xuda Zhou, Zidong Du, Qi Guo, Shaoli Liu, Bingrui Wang, Yuanbo Wen, Chao Wang, Xuehai Zhou, Ling Li, Tianshi Chen, Ninghui Sun, Yunji Chen:
Addressing Irregularity in Sparse Neural Networks Through a Cooperative Software/Hardware Approach. IEEE Trans. Computers 69(7): 968-985 (2020) - [j18]Yongwei Zhao, Zhe Fan, Zidong Du, Tian Zhi, Ling Li, Qi Guo, Shaoli Liu, Zhiwei Xu, Tianshi Chen, Yunji Chen:
Machine Learning Computers With Fractal von Neumann Architecture. IEEE Trans. Computers 69(7): 998-1014 (2020) - [j17]Shengyuan Zhou, Qi Guo, Zidong Du, Dao-Fu Liu, Tianshi Chen, Ling Li, Shaoli Liu, Jinhong Zhou, Olivier Temam, Xiaobing Feng, Xuehai Zhou, Yunji Chen:
ParaML: A Polyvalent Multicore Accelerator for Machine Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(9): 1764-1777 (2020) - [c33]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 - [c32]Xishan Zhang, Shaoli Liu, Rui Zhang, Chang Liu, Di Huang, Shiyi Zhou, Jiaming Guo, Qi Guo, Zidong Du, Tian Zhi, Yunji Chen:
Fixed-Point Back-Propagation Training. CVPR 2020: 2327-2335 - [c31]Xi Zeng, Tian Zhi, Zidong Du, Qi Guo, Ninghui Sun, Yunji Chen:
ALT: Optimizing Tensor Compilation in Deep Learning Compilers with Active Learning. ICCD 2020: 623-630 - [i3]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
- [j16]Xuda Zhou, Zidong Du, Shijin Zhang, Lei Zhang, Huiying Lan, Shaoli Liu, Ling Li, Qi Guo, Tianshi Chen, Yunji Chen:
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
- [j15]Jinhua Tao, Zidong Du, Qi Guo, Huiying Lan, Lei Zhang, Shengyuan Zhou, Lingjie Xu, Cong Liu, Hai-Feng Liu, Shan Tang, Allen Rush, Willian Chen, Shaoli Liu, Yunji Chen, Tianshi Chen:
BenchIP: Benchmarking Intelligence Processors. J. Comput. Sci. Technol. 33(1): 1-23 (2018) - [j14]Yunji Chen, Huiying Lan, Zidong Du, Shaoli Liu, Jinhua Tao, Dong Han, Tao Luo, Qi Guo, Ling Li, Yuan Xie, Tianshi 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
- [j13]Huiying Lan, Linyang Wu, Xiao Zhang, Jinhua Tao, Xunyu Chen, Bingrui Wang, Yu-Qing Wang, Qi Guo, Yunji Chen:
DLPlib: A Library for Deep Learning Processor. J. Comput. Sci. Technol. 32(2): 286-296 (2017) - [j12]Zidong Du, Shaoli Liu, Robert Fasthuber, Tianshi Chen, Paolo Ienne, Ling Li, Tao Luo, Qi Guo, Xiaobing Feng, Yunji Chen, Olivier Temam:
An Accelerator for High Efficient Vision Processing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(2): 227-240 (2017) - [j11]Chunkai Wang, Xiaofeng Meng, Qi Guo, Zujian Weng, Chen Yang:
Automating Characterization Deployment in Distributed Data Stream Management Systems. IEEE Trans. Knowl. Data Eng. 29(12): 2669-2681 (2017) - [c28]Jinhong Zhou, Shaoli Liu, Qi Guo, Xuda Zhou, Tian Zhi, Dao-Fu Liu, Chao Wang, Xuehai Zhou, Yunji Chen, Tianshi Chen:
TuNao: A High-Performance and Energy-Efficient Reconfigurable Accelerator for Graph Processing. CCGrid 2017: 731-734 - [c27]Chen Yang, Qi Guo, Xiaofeng Meng, Rihui Xin, Chunkai Wang:
Revisiting performance in big data systems: an resource decoupling approach. SoCC 2017: 639 - [c26]Zujian Weng, Qi Guo, Chunkai Wang, Xiaofeng Meng, Bingsheng He:
AdaStorm: Resource Efficient Storm with Adaptive Configuration. ICDE 2017: 1363-1364 - [i2]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
- [j10]Qi Guo, Tianshi Chen, Yunji Chen, Franz Franchetti:
Accelerating Architectural Simulation Via Statistical Techniques: A Survey. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(3): 433-446 (2016) - [j9]Qi Guo, Xi Li, Chao Wang, Xuehai Zhou:
Evaluation and Tradeoffs for Out-of-Order Execution on Reconfigurable Heterogeneous MPSoC. IEEE Trans. Very Large Scale Integr. Syst. 24(1): 79-91 (2016) - [c25]Chunkai Wang, Xiaofeng Meng, Qi Guo, Zujian Weng, Chen Yang:
OrientStream: A Framework for Dynamic Resource Allocation in Distributed Data Stream Management Systems. CIKM 2016: 2281-2286 - [c24]Shijin Zhang, Zidong Du, Lei Zhang, Huiying Lan, Shaoli Liu, Ling Li, Qi Guo, Tianshi Chen, Yunji Chen:
Cambricon-X: An accelerator for sparse neural networks. MICRO 2016: 20:1-20:12 - 2015
- [j8]Yunji Chen, Shijin Zhang, Qi Guo, Ling Li, Ruiyang Wu, Tianshi Chen:
Deterministic Replay: A Survey. ACM Comput. Surv. 48(2): 17:1-17:47 (2015) - [j7]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) - [j6]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) - [c23]Xiaochun Zhang, Qi Guo, Yunji Chen, Tianshi Chen, Weiwu Hu:
HERMES: a fast cross-ISA binary translator with post-optimization. CGO 2015: 246-256 - [c22]Shijie Xu, Qi Guo, Gerhard W. Dueck, David Bremner, Yang Wang:
Metis: a smart memory allocator using historical reclamation information. ICOOOLPS@ECOOP 2015: 6:1-6:9 - [c21]Chao Wang, Xi Li, Qi Guo, Xuehai Zhou:
RapidPath: Accelerating Constrained Shortest Path Finding in Graphs on FPGA (Abstract Only). FPGA 2015: 273 - [c20]Tze Meng Low, Qi Guo, Franz Franchetti:
Optimizing Space Time Adaptive Processing through accelerating memory-bounded operations. HPEC 2015: 1-6 - [c19]Qi Guo, Tze Meng Low, Nikolaos Alachiotis, Berkin Akin, Larry T. Pileggi, James C. Hoe, Franz Franchetti:
Enabling portable energy efficiency with memory accelerated library. MICRO 2015: 750-761 - 2014
- [j5]Yue Wu, Yunji Chen, Tianshi Chen, Qi Guo, Lei Zhang:
An Elastic Architecture Adaptable to Various Application Scenarios. J. Comput. Sci. Technol. 29(2): 227-238 (2014) - [j4]Yi-Xiao Yin, Yunji Chen, Qi Guo, Tianshi Chen:
Prevention from Soft Errors via Architecture Elasticity. J. Comput. Sci. Technol. 29(2): 247-254 (2014) - [j3]Qi Guo, Tianshi Chen, Yunji Chen, Rui Wang, Huanhuan Chen, Weiwu Hu, Guoliang Chen:
Pre-Silicon Bug Forecast. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33(3): 451-463 (2014) - [c18]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 - 2013
- [j2]Qi Guo, Tianshi Chen, Yunji Chen, Ling Li, Weiwu Hu:
Microarchitectural design space exploration made fast. Microprocess. Microsystems 37(1): 41-51 (2013) - [j1]Tianshi Chen, Yunji Chen, Qi Guo, Zhi-Hua Zhou, Ling Li, Zhiwei Xu:
Effective and efficient microprocessor design space exploration using unlabeled design configurations. ACM Trans. Intell. Syst. Technol. 5(1): 20:1-20:18 (2013) - [c17]Qi Guo, Chao Wang, Xuehai Zhou, Xi Li:
Pipeline Optimization for Loops on Reconfigurable Platform. ARC 2013: 222 - [c16]Qi Guo, Yan Li, Tao Liu, Kun Wang, Guancheng Chen, Xiaoming Bao, Wentao Tang:
Correlation-based performance analysis for full-system MapReduce optimization. IEEE BigData 2013: 753-761 - [c15]Xiaochun Zhang, Xiang Gao, Qi Guo, Jing Huang, Hongwei Liu, Xiaofu Meng:
VBIW: Optimizing Indirect Branch in Dynamic Binary Translation. HPCC/EUC 2013: 1456-1462 - [c14]Yan Li, Kun Wang, Qi Guo, Xin Li, Xiaochen Zhang, Guancheng Chen, Tao Liu, Jian Li:
Breaking the boundary for whole-system performance optimization of big data. ISLPED 2013: 126-131 - [c13]Qi Guo, Chao Wang, Xuehai Zhou, Xi Li:
Static or Dynamic: Trade-Offs for Task Dependency Analysis for Heterogeneous MPSoC. TrustCom/ISPA/IUCC 2013: 903-910 - [c12]Qi Guo, Chao Wang, Xiaojing Feng, Xuehai Zhou:
Automatic Loop-Based Pipeline Optimization on Reconfigurable Platform. TrustCom/ISPA/IUCC 2013: 919-926 - 2012
- [c11]Tianshi Chen, Yunji Chen, Qi Guo, Olivier Temam, Yue Wu, Weiwu Hu:
Statistical performance comparisons of computers. HPCA 2012: 399-410 - [c10]Dao-Fu Liu, Qi Guo, Tianshi Chen, Ling Li, Yunji Chen:
Performance Prediction for Reconfigurable Processor. HPCC-ICESS 2012: 1352-1359 - [c9]Tianshi Chen, Yunji Chen, Marc Duranton, Qi Guo, Atif Hashmi, Mikko H. Lipasti, Andrew Nere, Shi Qiu, Michèle Sebag, Olivier Temam:
BenchNN: On the broad potential application scope of hardware neural network accelerators. IISWC 2012: 36-45 - [c8]Yunji Chen, Tianshi Chen, Qi Guo, Zhiwei Xu, Lei Zhang:
An Elastic Architecture Adaptable to Millions of Application Scenarios. NPC 2012: 188-195 - 2011
- [c7]Qi Guo, Tianshi Chen, Haihua Shen, Yunji Chen, Yue Wu, Weiwu Hu:
Empirical design bugs prediction for verification. DATE 2011: 161-166 - [c6]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 - [i1]Qi Guo, Yunji Chen, Tianshi Chen, Ling Li:
Efficient Deterministic Replay Using Complete Race Detection. CoRR abs/1107.2003 (2011) - 2010
- [c5]Qi Guo, Tianshi Chen, Haihua Shen, Yunji Chen, Weiwu Hu:
On-the-Fly Reduction of Stimuli for Functional Verification. Asian Test Symposium 2010: 448-454 - [c4]Qi Guo, Tianshi Chen, Haihua Shen, Yunji Chen:
Estimating design quality of digital systems via machine learning. ICECS 2010: 623-626 - [c3]Zichu Qi, Qi Guo, Ge Zhang, Xiangku Li, Weiwu Hu:
Design of Low-Cost High-Performance Floating-Point Fused Multiply-Add with Reduced Power. VLSI Design 2010: 206-211
2000 – 2009
- 2009
- [c2]Haihua Shen, Pengyu Wang, Yunji Chen, Qi Guo, Heng Zhang:
Designing an Effective Constraint Solver in Coverage Directed Test Generation. ICESS 2009: 388-395 - 2008
- [c1]Haihua Shen, Wenli Wei, Yunji Chen, Bowen Chen, Qi Guo:
Coverage Directed Test Generation: Godson Experience. ATS 2008: 321-326
Coauthor Index
[c64] [c63] [c60] [c59] [c58] [i33] [i32] [i31] [i30] [i29] [i27] [i25] [j28] [j27] [c53] [c52] [c50] [c49] [c46] [c45] [c44] [c43] [c42] [i23] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [j25] [j22] [c41] [c40] [c38] [c37] [i10] [i8] [i7] [j21] [c36] [c34] [i6] [i5] [i4] [j20] [j19] [j18] [j17] [c33] [c32] [c31] [i3] [j16] [c30] [j15] [j14] [c29] [j13] [j12] [c28] [i2] [j10] [c24] [j8] [j7] [j6] [c23] [j5] [j4] [j3] [c18] [j2] [j1] [c11] [c10] [c9] [c8] [c7] [c6] [i1] [c5] [c4] [c2] [c1]
[j31] [j30] [j29] [c64] [c63] [c62] [c61] [c59] [c58] [c57] [c56] [c55] [c54] [i33] [i32] [i31] [i30] [i29] [i28] [i27] [i24] [j28] [j27] [j26] [c53] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [i23] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [j25] [j24] [j23] [j22] [c41] [c40] [c39] [c38] [c37] [i10] [i9] [i8] [i7] [c36] [c35] [c34] [i6] [i5] [i4] [j20] [j19] [j18] [j17] [c33] [c32] [c31] [i3] [j16] [c30] [j15] [j14] [c29] [j12] [i2] [c24]
[j30] [c64] [c62] [c61] [c59] [c58] [c57] [c56] [c55] [c54] [i33] [i32] [i31] [i30] [i29] [i28] [i27] [i26] [i24] [j27] [c53] [c52] [c51] [c50] [c49] [c47] [c46] [c45] [c43] [c42] [i23] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [i11] [j24] [j23] [j22] [c41] [c40] [c39] [c38] [c37] [i10] [i9] [i8] [i7] [c36] [c35] [c34] [i6] [i4]
[j29] [c64] [c63] [c62] [c61] [c60] [c59] [c58] [c57] [c56] [c54] [i33] [i32] [i31] [i30] [i29] [i27] [i26] [i25] [j27] [c53] [c52] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [i23] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [j24] [c41] [c38] [c37] [i10] [i8] [i7] [c36] [i6] [i5] [c33] [c32] [i3]
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