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Huawei Li 0001
Person information
- affiliation: Chinese Academy of Sciences, Institute of Computing Technology, State Key Laboratory of Computer Architecture, Beijing, China
- affiliation (PhD 2001): Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China
Other persons with the same name
- Huawei Li — disambiguation page
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2020 – today
- 2025
- [j93]Zhiteng Chao, Xindi Zhang, Junying Huang, Zizhen Liu, Yixuan Zhao, Jing Ye, Shaowei Cai, Huawei Li, Xiaowei Li:
A fast test compaction method using dedicated Pure MaxSAT solver embedded in DFT flow. Integr. 100: 102265 (2025) - 2024
- [j92]Xiaoze Lin, Liyang Lai, Huawei Li:
Parallel Static Learning Toward Heterogeneous Computing Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(3): 983-993 (2024) - [j91]Xinmiao Zhang, Cheng Liu, Jiacheng Ni, Yuanqing Cheng, Lei Zhang, Huawei Li, Xiaowei Li:
PDG: A Prefetcher for Dynamic Graph Updating. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(4): 1246-1259 (2024) - [j90]Lian Liu, Ying Wang, Xiandong Zhao, Weiwei Chen, Huawei Li, Xiaowei Li, Yinhe Han:
An Automatic Neural Network Architecture-and-Quantization Joint Optimization Framework for Efficient Model Inference. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(5): 1497-1510 (2024) - [j89]Mingkai Chen, Cheng Liu, Shengwen Liang, Lei He, Ying Wang, Lei Zhang, Huawei Li, Xiaowei Li:
An Energy-Efficient In-Memory Accelerator for Graph Construction and Updating. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(6): 1781-1793 (2024) - [j88]Yintao He, Bing Li, Ying Wang, Cheng Liu, Huawei Li, Xiaowei Li:
A Task-Adaptive In-Situ ReRAM Computing for Graph Convolutional Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(9): 2635-2646 (2024) - [j87]Ying Zhang, Aodi He, Jiaying Li, Ahmed Rezine, Zebo Peng, Erik Larsson, Tao Yang, Jianhui Jiang, Huawei Li:
On Modeling and Detecting Trojans in Instruction Sets. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(10): 3226-3239 (2024) - [j86]Zizhen Liu, Weiyang He, Chip-Hong Chang, Jing Ye, Huawei Li, Xiaowei Li:
SPFL: A Self-Purified Federated Learning Method Against Poisoning Attacks. IEEE Trans. Inf. Forensics Secur. 19: 6604-6619 (2024) - [j85]Haitong Huang, Cheng Liu, Xinghua Xue, Bo Liu, Huawei Li, Xiaowei Li:
MRFI: An Open-Source Multiresolution Fault Injection Framework for Neural Network Processing. IEEE Trans. Very Large Scale Integr. Syst. 32(7): 1325-1335 (2024) - [c183]Fuping Li, Ying Wang, Yujie Wang, Mengdi Wang, Yinhe Han, Huawei Li, Xiaowei Li:
Chipletizer: Repartitioning SoCs for Cost-Effective Chiplet Integration. ASPDAC 2024: 58-64 - [c182]Xingquan Li, Zengrong Huang, Simin Tao, Zhipeng Huang, Chunan Zhuang, Hao Wang, Yifan Li, Yihang Qiu, Guojie Luo, Huawei Li, Haihua Shen, Mingyu Chen, Dongbo Bu, Wenxing Zhu, Ye Cai, Xiaoming Xiong, Ying Jiang, Yi Heng, Peng Zhang, Bei Yu, Biwei Xie, Yungang Bao:
iEDA: An Open-source infrastructure of EDA. ASPDAC 2024: 77-82 - [c181]Lei Dai, Shengwen Liang, Ying Wang, Huawei Li, Xiaowei Li:
APoX: Accelerate Graph-Based Deep Point Cloud Analysis via Adaptive Graph Construction. ASPDAC 2024: 231-237 - [c180]Zhiteng Chao, Xindi Zhang, Junying Huang, Jing Ye, Shaowei Cai, Huawei Li, Xiaowei Li:
A Fast Test Compaction Method for Commercial DFT Flow Using Dedicated Pure-MaxSAT Solver. ASPDAC 2024: 503-508 - [c179]Yibo Du, Shengwen Liang, Ying Wang, Huawei Li, Xiaowei Li, Yinhe Han:
GPACE: An Energy-Efficient PQ-Based GCN Accelerator with Redundancy Reduction. DATE 2024: 1-6 - [c178]Yintao He, Shixin Zhao, Songyun Qu, Huawei Li, Xiaowei Li, Ying Wang:
Bit-Trimmer: Ineffectual Bit-Operation Removal for CLM Architecture. DATE 2024: 1-6 - [c177]Shengwen Liang, Ziming Yuan, Ying Wang, Dawen Xu, Huawei Li, Xiaowei Li:
HyQA: Hybrid Near-Data Processing Platform for Embedding Based Question Answering System. DATE 2024: 1-6 - [c176]Han Yan, Shuai Chen, Junying Huang, Jing Ye, Huawei Li, Xiaowei Li:
A Fully Pipelined High-Performance Elliptic Curve Cryptography Processor for NIST P-256. ETS 2024: 1-4 - [c175]Yunkun Liao, Hanyue Lin, Jingya Wu, Wenyan Lu, Huawei Li, Xiaowei Li, Guihai Yan:
Athena: Add More Intelligence to RMT-Based Network Data Plane with Low-Bit Quantization. Euro-Par (2) 2024: 259-273 - [c174]Zhiteng Chao, Qinluan Dai, Jiale Li, Zizhen Liu, Wenxing Li, Hongqin Lyu, Jing Ye, Huawei Li, Xiaowei Li:
A Static Test Compaction Method Based on GCN Assisted Fault Gate Classification. ITC-Asia 2024: 1-6 - [c173]Mingjun Wang, Hui Wang, Jianan Mu, Zizhen Liu, Jun Gao, Jing Ye, Huawei Li, Xiaowei Li:
Efficient Functional Safety Method for Gate-Level Fine-Grained Digital Circuits with ISO-26262. ITC-Asia 2024: 1-6 - [i28]Kaiyan Chang, Kun Wang, Nan Yang, Ying Wang, Dantong Jin, Wenlong Zhu, Zhirong Chen, Cangyuan Li, Hao Yan, Yunhao Zhou, Zhuoliang Zhao, Yuan Cheng, Yudong Pan, Yiqi Liu, Mengdi Wang, Shengwen Liang, Yinhe Han, Huawei Li, Xiaowei Li:
Data is all you need: Finetuning LLMs for Chip Design via an Automated design-data augmentation framework. CoRR abs/2403.11202 (2024) - [i27]Kaiyan Chang, Zhirong Chen, Yunhao Zhou, Wenlong Zhu, Kun Wang, Haobo Xu, Cangyuan Li, Mengdi Wang, Shengwen Liang, Huawei Li, Yinhe Han, Ying Wang:
Natural language is not enough: Benchmarking multi-modal generative AI for Verilog generation. CoRR abs/2407.08473 (2024) - [i26]Qing Zhang, Cheng Liu, Siting Liu, Yajuan Hui, Huawei Li, Xiaowei Li:
ApproxPilot: A GNN-based Accelerator Approximation Framework. CoRR abs/2407.11324 (2024) - [i25]Fangfa Fu, Wenyu Zhang, Zesong Jiang, Zhiyu Zhu, Guoyu Li, Bing Yang, Cheng Liu, Liyi Xiao, Jinxiang Wang, Huawei Li, Xiaowei Li:
SigDLA: A Deep Learning Accelerator Extension for Signal Processing. CoRR abs/2407.12565 (2024) - [i24]Xinmiao Zhang, Zheng Feng, Shengwen Liang, Xinyu Chen, Cheng Liu, Huawei Li, Xiaowei Li:
Graphitron: A Domain Specific Language for FPGA-based Graph Processing Accelerator Generation. CoRR abs/2407.12575 (2024) - [i23]Zesong Jiang, Qing Zhang, Cheng Liu, Huawei Li, Xiaowei Li:
IICPilot: An Intelligent Integrated Circuit Backend Design Framework Using Open EDA. CoRR abs/2407.12576 (2024) - 2023
- [j84]Yipei Yang, Zongyue Wang, Jing Ye, Junfeng Fan, Shuai Chen, Huawei Li, Xiaowei Li, Yuan Cao:
Chosen ciphertext correlation power analysis on Kyber. Integr. 91: 10-22 (2023) - [j83]Wen Li, Ying Wang, Cheng Liu, Yintao He, Lian Liu, Huawei Li, Xiaowei Li:
On-Line Fault Protection for ReRAM-Based Neural Networks. IEEE Trans. Computers 72(2): 423-437 (2023) - [j82]Jianan Mu, Yi Ren, Wen Wang, Yizhong Hu, Shuai Chen, Chip-Hong Chang, Junfeng Fan, Jing Ye, Yuan Cao, Huawei Li, Xiaowei Li:
Scalable and Conflict-Free NTT Hardware Accelerator Design: Methodology, Proof, and Implementation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(5): 1504-1517 (2023) - [j81]Haitong Huang, Xinghua Xue, Cheng Liu, Ying Wang, Tao Luo, Long Cheng, Huawei Li, Xiaowei Li:
Statistical Modeling of Soft Error Influence on Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(11): 4152-4163 (2023) - [j80]Zizhen Liu, Si Chen, Jing Ye, Junfeng Fan, Huawei Li, Xiaowei Li:
DHSA: efficient doubly homomorphic secure aggregation for cross-silo federated learning. J. Supercomput. 79(3): 2819-2849 (2023) - [j79]Cheng Chu, Cheng Liu, Dawen Xu, Ying Wang, Tao Luo, Huawei Li, Xiaowei Li:
Accelerating Deformable Convolution Networks with Dynamic and Irregular Memory Accesses. ACM Trans. Design Autom. Electr. Syst. 28(4): 67:1-67:23 (2023) - [j78]Xinghua Xue, Cheng Liu, Bo Liu, Haitong Huang, Ying Wang, Tao Luo, Lei Zhang, Huawei Li, Xiaowei Li:
Exploring Winograd Convolution for Cost-Effective Neural Network Fault Tolerance. IEEE Trans. Very Large Scale Integr. Syst. 31(11): 1763-1773 (2023) - [j77]Xinghua Xue, Cheng Liu, Ying Wang, Bing Yang, Tao Luo, Lei Zhang, Huawei Li, Xiaowei Li:
Soft Error Reliability Analysis of Vision Transformers. IEEE Trans. Very Large Scale Integr. Syst. 31(12): 2126-2136 (2023) - [c172]Zhiteng Chao, Senlin Wang, Pengyu Tian, Shuwen Yuan, Huawei Li, Jing Ye, Xiaowei Li:
A Distributed ATPG System Combining Test Compaction Based on Pure MaxSAT. ATS 2023: 1-6 - [c171]Wenxing Li, Hongqin Lyu, Shengwen Liang, Tiancheng Wang, Pengyu Tian, Huawei Li:
Intelligent Automatic Test Pattern Generation for Digital Circuits Based on Reinforcement Learning. ATS 2023: 1-6 - [c170]Wen Li, Ying Wang, Kaiwei Zou, Huawei Li, Xiaowei Li:
Adversarial Testing: A Novel On-Line Testing Method for Deep Learning Processors. ATS 2023: 1-6 - [c169]Huawei Li, Jing Ye, Wei Hu, Jiliang Zhang:
Message from the Chairs. ATS 2023: 1 - [c168]Jianan Mu, Huajie Tan, Shuai Chen, Min Cai, Jing Ye, Huawei Li, Xiaowei Li:
Configurable and High-Level Pipelined Lattice-Based Post Quantum Cryptography Hardware Accelerator Design. ATS 2023: 1-6 - [c167]Yipei Yang, Junying Huang, Zongyue Wang, Jing Ye, Zihao Sun, Junfeng Fan, Shuai Chen, Huawei Li, Xiaowei Li, Yuan Cao:
A Template Attack on Reduction Without Reference Device on Kyber. ATS 2023: 1-6 - [c166]Cangyuan Li, Ying Wang, Huawei Li, Yinhe Han:
APPEND: Rethinking ASIP Synthesis in the Era of AI. DAC 2023: 1-6 - [c165]Jianan Mu, Huajie Tan, Jiawen Wu, Haotian Lu, Chip-Hong Chang, Shuai Chen, Shengwen Liang, Jing Ye, Huawei Li, Xiaowei Li:
Energy-efficient NTT Design with One-bank SRAM and 2-D PE Array. DATE 2023: 1-2 - [c164]Jiaxi Zhang, Shenggen Zheng, Liwei Ni, Huawei Li, Guojie Luo:
Rethinking NPN Classification from Face and Point Characteristics of Boolean Functions. DATE 2023: 1-6 - [c163]Chaofang Ma, Jianan Mu, Jing Ye, Shuai Chen, Yuan Cao, Huawei Li, Xiaowei Li:
Online Reliability Evaluation Design: Select Reliable CRPs for Arbiter PUF and Its Variants. ETS 2023: 1-6 - [c162]Erjing Luo, Haitong Huang, Cheng Liu, Guoyu Li, Bing Yang, Ying Wang, Huawei Li, Xiaowei Li:
DeepBurning-MixQ: An Open Source Mixed-Precision Neural Network Accelerator Design Framework for FPGAs. ICCAD 2023: 1-9 - [c161]Yonghe Zhang, Liwei Ni, Jiaxi Zhang, Guojie Luo, Huawei Li, Shenggen Zheng:
Fast Exact NPN Classification with Influence-Aided Canonical Form. ICCAD 2023: 1-9 - [c160]Yibo Du, Ying Wang, Shengwen Liang, Huawei Li, Xiaowei Li, Yinhe Han:
PANG: A Pattern-Aware GCN Accelerator for Universal Graphs. ICCD 2023: 263-266 - [c159]Liwei Ni, Zonglin Yang, Jiaxi Zhang, Junfeng Liu, Huawei Li, Biwei Xie, Xinquan Li:
Adaptive Reconvergence-driven AIG Rewriting via Strategy Learning. ICCD 2023: 336-343 - [c158]Kaiwei Zou, Songyun Qu, Wen Li, Ying Wang, Huawei Li, Yongpan Liu:
Communication-aware Quantization for Deep Learning Inference Parallelization on Chiplet-based Accelerators. ICPADS 2023: 1123-1130 - [i22]Jiaxi Zhang, Shenggen Zheng, Liwei Ni, Huawei Li, Guojie Luo:
Rethinking NPN Classification from Face and Point Characteristics of Boolean Functions. CoRR abs/2301.12122 (2023) - [i21]Xinghua Xue, Cheng Liu, Ying Wang, Bing Yang, Tao Luo, Lei Zhang, Huawei Li, Xiaowei Li:
Reliability Analysis of Vision Transformers. CoRR abs/2302.10468 (2023) - [i20]Xinghua Xue, Cheng Liu, Haitong Huang, Ying Wang, Bing Yang, Tao Luo, Lei Zhang, Huawei Li, Xiaowei Li:
ApproxABFT: Approximate Algorithm-Based Fault Tolerance for Vision Transformers. CoRR abs/2302.10469 (2023) - [i19]Kaiyan Chang, Ying Wang, Haimeng Ren, Mengdi Wang, Shengwen Liang, Yinhe Han, Huawei Li, Xiaowei Li:
ChipGPT: How far are we from natural language hardware design. CoRR abs/2305.14019 (2023) - [i18]Haitong Huang, Cheng Liu, Xinghua Xue, Ying Wang, Huawei Li, Xiaowei Li:
MRFI: An Open Source Multi-Resolution Fault Injection Framework for Neural Network Processing. CoRR abs/2306.11758 (2023) - [i17]Xingquan Li, Simin Tao, Zengrong Huang, Shijian Chen, Zhisheng Zeng, Liwei Ni, Zhipeng Huang, Chunan Zhuang, Hongxi Wu, Weiguo Li, Xueyan Zhao, He Liu, Shuaiying Long, Wei He, Bojun Liu, Sifeng Gan, Zihao Yu, Tong Liu, Yuchi Miao, Zhiyuan Yan, Hao Wang, Jie Zhao, Yifan Li, Ruizhi Liu, Xiaoze Lin, Bo Yang, Zhen Xue, Fuxing Huang, Zonglin Yang, Zhenggang Wu, Jiangkao Li, Yuezuo Liu, Ming Peng, Yihang Qiu, Wenrui Wu, Zheqing Shao, Kai Mo, Jikang Liu, Yuyao Liang, Mingzhe Zhang, Zhuang Ma, Xiang Cong, Daxiang Huang, Guojie Luo, Huawei Li, Haihua Shen, Mingyu Chen, Dongbo Bu, Wenxing Zhu, Ye Cai, Xiaoming Xiong, Ying Jiang, Yi Heng, Peng Zhang, Biwei Xie, Yungang Bao:
iEDA: An Open-Source Intelligent Physical Implementation Toolkit and Library. CoRR abs/2308.01857 (2023) - [i16]Xinghua Xue, Cheng Liu, Bo Liu, Haitong Huang, Ying Wang, Tao Luo, Lei Zhang, Huawei Li, Xiaowei Li:
Exploring Winograd Convolution for Cost-effective Neural Network Fault Tolerance. CoRR abs/2308.08230 (2023) - [i15]Erjing Luo, Haitong Huang, Cheng Liu, Guoyu Li, Bing Yang, Ying Wang, Huawei Li, Xiaowei Li:
DeepBurning-MixQ: An Open Source Mixed-Precision Neural Network Accelerator Design Framework for FPGAs. CoRR abs/2308.11334 (2023) - [i14]Yonghe Zhang, Liwei Ni, Jiaxi Zhang, Guojie Luo, Huawei Li, Shenggen Zheng:
Fast Exact NPN Classification with Influence-aided Canonical Form. CoRR abs/2308.12311 (2023) - [i13]Zizhen Liu, Weiyang He, Chip-Hong Chang, Jing Ye, Huawei Li, Xiaowei Li:
SPFL: A Self-purified Federated Learning Method Against Poisoning Attacks. CoRR abs/2309.10607 (2023) - [i12]Qing Zhang, Cheng Liu, Bo Liu, Haitong Huang, Ying Wang, Huawei Li, Xiaowei Li:
Cross-Layer Optimization for Fault-Tolerant Deep Learning. CoRR abs/2312.13754 (2023) - [i11]Liwei Ni, Zonglin Yang, Jiaxi Zhang, Junfeng Liu, Huawei Li, Biwei Xie, Xinquan Li:
Adaptive Reconvergence-driven AIG Rewriting via Strategy Learning. CoRR abs/2312.14536 (2023) - [i10]Liwei Ni, Zonglin Yang, Jiaxi Zhang, Changhong Feng, Jianhua Liu, Guojie Luo, Huawei Li, Biwei Xie, Xingquan Li:
MEC: An Open-source Fine-grained Mapping Equivalence Checking Tool for FPGA. CoRR abs/2312.14541 (2023) - 2022
- [j76]Shengwen Liang, Ying Wang, Huawei Li, Xiaowei Li:
Cognitive SSD+: a deep learning engine for energy-efficient unstructured data retrieval. CCF Trans. High Perform. Comput. 4(3): 302-320 (2022) - [j75]Kaiwei Zou, Ying Wang, Long Cheng, Songyun Qu, Huawei Li, Xiaowei Li:
CAP: Communication-Aware Automated Parallelization for Deep Learning Inference on CMP Architectures. IEEE Trans. Computers 71(7): 1626-1639 (2022) - [j74]Ying Wang, Yintao He, Long Cheng, Huawei Li, Xiaowei Li:
A Fast Precision Tuning Solution for Always-On DNN Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(5): 1236-1248 (2022) - [j73]Yintao He, Ying Wang, Huawei Li, Xiaowei Li:
Saving Energy of RRAM-Based Neural Accelerator Through State-Aware Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(7): 2115-2127 (2022) - [j72]Yongchen Wang, Ying Wang, Huawei Li, Xiaowei Li:
An Efficient Deep Learning Accelerator Architecture for Compressed Video Analysis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(9): 2808-2820 (2022) - [j71]Cheng Liu, Cheng Chu, Dawen Xu, Ying Wang, Qianlong Wang, Huawei Li, Xiaowei Li, Kwang-Ting Cheng:
HyCA: A Hybrid Computing Architecture for Fault-Tolerant Deep Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(10): 3400-3413 (2022) - [j70]Aijiao Cui, Zhen Weng, Hui Zhang, Gang Qu, Huawei Li:
SATAM: A SAT Attack Resistant Active Metering Against IC Overbuilding. IEEE Trans. Emerg. Top. Comput. 10(4): 2025-2041 (2022) - [j69]Dawen Xu, Zhuangyu Feng, Cheng Liu, Li Li, Ying Wang, Huawei Li, Xiaowei Li:
Taming Process Variations in CNFET for Efficient Last-Level Cache Design. IEEE Trans. Very Large Scale Integr. Syst. 30(4): 418-431 (2022) - [j68]Ying Zhang, Yi Ding, Zebo Peng, Huawei Li, Masahiro Fujita, Jianhui Jiang:
BMC-Based Temperature-Aware SBST for Worst-Case Delay Fault Testing Under High Temperature. IEEE Trans. Very Large Scale Integr. Syst. 30(11): 1677-1690 (2022) - [c157]Jianan Mu, Yixuan Zhao, Zongyue Wang, Jing Ye, Junfeng Fan, Shuai Chen, Huawei Li, Xiaowei Li, Yuan Cao:
A Voltage Template Attack on the Modular Polynomial Subtraction in Kyber. ASP-DAC 2022: 672-677 - [c156]Hao Huang, Haihua Shen, Shan Li, Huawei Li:
A Hardware Trojan Trigger Localization Method in RTL based on Control Flow Features. ATS 2022: 138-143 - [c155]Yintao He, Songyun Qu, Ying Wang, Bing Li, Huawei Li, Xiaowei Li:
InfoX: an energy-efficient ReRAM accelerator design with information-lossless low-bit ADCs. DAC 2022: 97-102 - [c154]Shengwen Liang, Ying Wang, Ziming Yuan, Cheng Liu, Huawei Li, Xiaowei Li:
VStore: in-storage graph based vector search accelerator. DAC 2022: 997-1002 - [c153]Fuping Li, Ying Wang, Cheng Liu, Huawei Li, Xiaowei Li:
NoCeption: A Fast PPA Prediction Framework for Network-on-Chips Using Graph Neural Network. DATE 2022: 1035-1040 - [c152]Fuping Li, Ying Wang, Yuanqing Cheng, Yujie Wang, Yinhe Han, Huawei Li, Xiaowei Li:
GIA: A Reusable General Interposer Architecture for Agile Chiplet Integration. ICCAD 2022: 42:1-42:9 - [c151]Lei Dai, Ying Wang, Cheng Liu, Fuping Li, Huawei Li, Xiaowei Li:
Reexamining CGRA Memory Sub-system for Higher Memory Utilization and Performance. ICCD 2022: 42-49 - [c150]Yixiao Chen, Jinfeng Song, Shuai Chen, Yuan Cao, Jing Ye, Huawei Li, Xiaowei Li, Xin Lou, Enyi Yao:
Exploring the high-throughput and low-delay hardware design of SM4 on FPGA. ISOCC 2022: 211-212 - [c149]Zizhen Liu, Si Chen, Jing Ye, Junfeng Fan, Huawei Li, Xiaowei Li:
SASH: Efficient secure aggregation based on SHPRG for federated learning. UAI 2022: 1243-1252 - [c148]Cheng Liu, Zhen Gao, Siting Liu, Xuefei Ning, Huawei Li, Xiaowei Li:
Special Session: Fault-Tolerant Deep Learning: A Hierarchical Perspective. VTS 2022: 1-12 - [i9]Cheng Liu, Zhen Gao, Siting Liu, Xuefei Ning, Huawei Li, Xiaowei Li:
Fault-Tolerant Deep Learning: A Hierarchical Perspective. CoRR abs/2204.01942 (2022) - [i8]Zizhen Liu, Si Chen, Jing Ye, Junfeng Fan, Huawei Li, Xiaowei Li:
DHSA: Efficient Doubly Homomorphic Secure Aggregation for Cross-silo Federated Learning. CoRR abs/2208.07189 (2022) - [i7]Haitong Huang, Xinghua Xue, Cheng Liu, Ying Wang, Tao Luo, Long Cheng, Huawei Li, Xiaowei Li:
Statistical Modeling of Soft Error Influence on Neural Networks. CoRR abs/2210.05876 (2022) - 2021
- [j67]Jifeng He, Chenggang Wu, Huawei Li, Yang Guo, Tao Li:
Editorial for the special issue on reliability and power efficiency for HPC. CCF Trans. High Perform. Comput. 3(1): 1-3 (2021) - [j66]Yibin Tang, Ying Wang, Huawei Li, Xiaowei Li:
To cloud or not to cloud: an on-line scheduler for dynamic privacy-protection of deep learning workload on edge devices. CCF Trans. High Perform. Comput. 3(1): 85-100 (2021) - [j65]Shengwen Liang, Ying Wang, Cheng Liu, Lei He, Huawei Li, Dawen Xu, Xiaowei Li:
EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks. IEEE Trans. Computers 70(9): 1511-1525 (2021) - [j64]Ying Wang, Yongchen Wang, Cong Shi, Long Cheng, Huawei Li, Xiaowei Li:
An Edge 3D CNN Accelerator for Low-Power Activity Recognition. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(5): 918-930 (2021) - [j63]Dawen Xu, Ziyang Zhu, Cheng Liu, Ying Wang, Shuang Zhao, Lei Zhang, Huaguo Liang, Huawei Li, Kwang-Ting Cheng:
Reliability Evaluation and Analysis of FPGA-Based Neural Network Acceleration System. IEEE Trans. Very Large Scale Integr. Syst. 29(3): 472-484 (2021) - [j62]Dawen Xu, Meng He, Cheng Liu, Ying Wang, Long Cheng, Huawei Li, Xiaowei Li, Kwang-Ting Cheng:
R2F: A Remote Retraining Framework for AIoT Processors With Computing Errors. IEEE Trans. Very Large Scale Integr. Syst. 29(11): 1955-1966 (2021) - [c147]Yunying Ye, Shan Li, Haihua Shen, Huawei Li, Xiaowei Li:
SeGa: A Trojan Detection Method Combined With Gate Semantics. ATS 2021: 43-48 - [c146]Lei He, Cheng Liu, Ying Wang, Shengwen Liang, Huawei Li, Xiaowei Li:
GCiM: A Near-Data Processing Accelerator for Graph Construction. DAC 2021: 205-210 - [c145]Yintao He, Ying Wang, Cheng Liu, Huawei Li, Xiaowei Li:
TARe: Task-Adaptive in-situ ReRAM Computing for Graph Learning. DAC 2021: 577-582 - [c144]Yongchen Wang, Ying Wang, Huawei Li, Xiaowei Li:
PixelSieve: Towards Efficient Activity Analysis From Compressed Video Streams. DAC 2021: 811-816 - [c143]Xiaoze Lin, Liyang Lai, Huawei Li:
Scalable Parallel Static Learning. ITC-Asia 2021: 1-6 - [c142]Cangyuan Li, Ying Wang, Cheng Liu, Shengwen Liang, Huawei Li, Xiaowei Li:
GLIST: Towards In-Storage Graph Learning. USENIX ATC 2021: 225-238 - [c141]Huawei Li, Xiaowei Li, Yu Huang, Ying Wang, Gary Guo:
Special Session - Test for AI Chips: from DFT to On-line Testing. VTS 2021: 1 - [i6]Dawen Xu, Qianlong Wang, Cheng Liu, Cheng Chu, Ying Wang, Huawei Li, Xiaowei Li, Kwang-Ting Cheng:
HyCA: A Hybrid Computing Architecture for Fault Tolerant Deep Learning. CoRR abs/2106.04772 (2021) - [i5]Dawen Xu, Cheng Chu, Cheng Liu, Ying Wang, Huawei Li, Xiaowei Li, Kwang-Ting Cheng:
Energy-Efficient Accelerator Design for Deformable Convolution Networks. CoRR abs/2107.02547 (2021) - [i4]Dawen Xu, Meng He, Cheng Liu, Ying Wang, Long Cheng, Huawei Li, Xiaowei Li, Kwang-Ting Cheng:
R2F: A Remote Retraining Framework for AIoT Processors with Computing Errors. CoRR abs/2107.03096 (2021) - [i3]Dawen Xu, Zhuangyu Feng, Cheng Liu, Li Li, Ying Wang, Yuanqing Cheng, Huawei Li, Xiaowei Li:
Taming Process Variations in CNFET for Efficient Last Level Cache Design. CoRR abs/2108.05023 (2021) - [i2]Zizhen Liu, Si Chen, Jing Ye, Junfeng Fan, Huawei Li, Xiaowei Li:
Efficient Secure Aggregation Based on SHPRG For Federated Learning. CoRR abs/2111.12321 (2021) - 2020
- [j61]Qingli Guo, Jing Ye, Yu Hu, Guohe Zhang, Xiaowei Li, Huawei Li:
MultiPAD: A Multivariant Partition-Based Method for Audio Adversarial Examples Detection. IEEE Access 8: 63368-63380 (2020) - [j60]Huina Chao, Huawei Li, Xiaoyu Song, Tiancheng Wang, Xiaowei Li:
Evaluating and Constraining Hardware Assertions with Absent Scenarios. J. Comput. Sci. Technol. 35(5): 1198-1216 (2020) - [j59]