Huazhong Yang

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 405

Top Venues

CoRR

ASP-DAC

DAC

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Enshu Liu, Junyi Zhu, Zinan Lin, Xuefei Ning, Matthew B. Blaschko, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang
Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs. CoRR (2024)
Chengyu Huang, Kezhuo Ma, Sihao Chen, Jiaxuan Fan, Nan Sun, Huazhong Yang, Xueqing Li
A 16-bit 10-GS/s Calibration-Free DAC Achieving <-77dBc IM3 up to 4.95GHz in 28nm CMOS. CICC (2024)
Enshu Liu, Xuefei Ning, Huazhong Yang, Yu Wang
A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models. ICLR (2024)
Tianyu Fu, Haofeng Huang, Xuefei Ning, Genghan Zhang, Boju Chen, Tianqi Wu, Hongyi Wang, Zixiao Huang, Shiyao Li, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang
MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression. CoRR (2024)
Shiyao Li, Xuefei Ning, Shanghang Zhang, Lidong Guo, Tianchen Zhao, Huazhong Yang, Yu Wang
TCP: Triplet Contrastive-relationship Preserving for Class-Incremental Learning. WACV (2024)
Jianfeng Wang, Zhonghao Chen, Jiahao Zhang, Yixin Xu, Tongguang Yu, Ziheng Zheng, Enze Ye, Sumitha George, Huazhong Yang, Yongpan Liu, Kai Ni, Vijaykrishnan Narayanan, Xueqing Li
A Module-Level Configuration Methodology for Programmable Camouflaged Logic. ACM Trans. Design Autom. Electr. Syst. 29 (2) (2024)
Dingchang Hu, Siang Chen, Huazhong Yang, Guijin Wang
Query-Guided Support Prototypes for Few-Shot 3D Indoor Segmentation. IEEE Trans. Circuits Syst. Video Technol. 34 (6) (2024)
Yifan He, Shupei Fan, Xuan Li, Luchang Lei, Wenbin Jia, Chen Tang, Yaolei Li, Zongle Huang, Zhike Du, Jinshan Yue, Xueqing Li, Huazhong Yang, Hongyang Jia, Yongpan Liu
eDRAM-LUT-Based Digital-Computing-in-Memory Macro with In-Memory Encoding and Refreshing. ISSCC (2024)
Jianfeng Wang, Shuwen Deng, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li
TroScan: Enhancing On-Chip Delivery Resilience to Physical Attack Through Frequency-Triggered Key Generation. DATE (2024)
Taixin Li, Boran Sun, Hongtao Zhong, Yixin Xu, Vijaykrishnan Narayanan, Liang Shi, Tianyi Wang, Yao Yu, Thomas Kämpfe, Kai Ni, Huazhong Yang, Xueqing Li
ProtFe: Low-Cost Secure Power Side-Channel Protection for General and Custom FeFET-Based Memories. ACM Trans. Design Autom. Electr. Syst. 29 (1) (2024)
Jingyu Wang, Lu Zhang, Xueqing Li, Huazhong Yang, Yongpan Liu
ULSeq-TA: Ultra-Long Sequence Attention Fusion Transformer Accelerator Supporting Grouped Sparse Softmax and Dual-Path Sparse LayerNorm. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (3) (2024)
Jinshan Yue, Yongpan Liu, Xiaoyu Feng, Yifan He, Jingyu Wang, Zhe Yuan, Mingtao Zhan, Jiaxin Liu, Jian-Wei Su, Yen-Lin Chung, Ping-Chun Wu, Li-Yang Hong, Meng-Fan Chang, Nan Sun, Chunmeng Dou, Xueqing Li, Ming Liu, Huazhong Yang
An Energy-Efficient Computing-in-Memory NN Processor With Set-Associate Blockwise Sparsity and Ping-Pong Weight Update. IEEE J. Solid State Circuits 59 (5) (2024)
Xinyi Yang, Yuxiang Yang, Chao Yu, Jiayu Chen, Jingchen Yu, Haibing Ren, Huazhong Yang, Yu Wang
Active Neural Topological Mapping for Multi-Agent Exploration. IEEE Robotics Autom. Lett. 9 (1) (2024)
Lin Zhao, Tianchen Zhao, Zinan Lin, Xuefei Ning, Guohao Dai, Huazhong Yang, Yu Wang
FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models. CoRR (2024)
Pengcheng Zhang, Xinjie Yu, Qingxin Yang, Zhen Li, Changsong Cai, Zhaoyang Yuan, Xian Zhang, Hongjian Lin, Huazhong Yang, Lizhou Liu
Wireless Power Transfer-Based Voltage Equalizer for Scalable Cell-String Charging. IEEE Trans. Ind. Electron. 71 (1) (2024)
Xuefei Ning, Zifu Wang, Shiyao Li, Zinan Lin, Peiran Yao, Tianyu Fu, Matthew B. Blaschko, Guohao Dai, Huazhong Yang, Yu Wang
Can LLMs Learn by Teaching? A Preliminary Study. CoRR (2024)
Jiayu Chen, Zelai Xu, Yunfei Li, Chao Yu, Jiaming Song, Huazhong Yang, Fei Fang, Yu Wang, Yi Wu
Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning. AAAI (2024)
Yiming Chen, Guodong Yin, Hongtao Zhong, Mingyen Lee, Huazhong Yang, Sumitha George, Vijaykrishnan Narayanan, Xueqing Li
ZEBRA: A Zero-Bit Robust-Accumulation Compute-In-Memory Approach for Neural Network Acceleration Utilizing Different Bitwise Patterns. ASPDAC (2024)
Jialong Liu, Wenjun Tang, Hongtian Li, Deyun Chen, Weihang Long, Yongpan Liu, Chen Jiang, Huazhong Yang, Xueqing Li
TFT-Based Near-Sensor In-Memory Computing: Circuits and Architecture Perspectives of Large-Area eDRAM and ROM CiM Chips. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (2) (2024)
Xiaoyu Feng, Wenyu Sun, Xinyuan Lin, Shupei Fan, Huazhong Yang, Yongpan Liu
A 28nm 1.2GHz 5.27TOPS/W Scalable Vision/Point Cloud Deep Fusion Processor with CAM-based Universal Mapping Unit for BEVFusion Applications. CICC (2024)
Bowen Liu, Yangkun Hou, Yueshan Qin, Jiwei Zou, Hanbin Ma, Yongpan Liu, Huazhong Yang, Xueqing Li, Chen Jiang
A 1024-Channel Neurostimulation System Enabled by Photolithographic Organic Thin-Film Transistors with High Uniformity. ISCAS (2024)
Guodong Yin, Yiming Chen, Mufeng Zhou, Wenjun Tang, Mingyen Lee, Zekun Yang, Tianyu Liao, Xirui Du, Vijaykrishnan Narayanan, Huazhong Yang, Hongyang Jia, Yongpan Liu, Xueqing Li
Density in 65-nm CMOS. IEEE J. Solid State Circuits 59 (6) (2024)
Tianchen Zhao, Tongcheng Fang, Enshu Liu, Rui Wan, Widyadewi Soedarmadji, Shiyao Li, Zinan Lin, Guohao Dai, Shengen Yan, Huazhong Yang, Xuefei Ning, Yu Wang
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation. CoRR (2024)
Tongxin Xie, Tianchen Zhao, Zhenhua Zhu, Xuefei Ning, Bing Li, Guohao Dai, Huazhong Yang, Yu Wang
DyPIM: Dynamic-Inference-Enabled Processing - In-Memory Accelerator. DATE (2024)
Xuefei Ning, Zinan Lin, Zixuan Zhou, Zifu Wang, Huazhong Yang, Yu Wang
Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation. ICLR (2024)
Yiming Chen, Mingyen Lee, Guohao Dai, Mufeng Zhou, Nagadastagiri Challapalle, Tianyi Wang, Yao Yu, Yongpan Liu, Yu Wang, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li
GRAPHIC: Gather and Process Harmoniously in the Cache With High Parallelism and Flexibility. IEEE Trans. Emerg. Top. Comput. 12 (1) (2024)
Lizhou Liu, Zhaotian Yan, Bin Xu, Pengcheng Zhang, Changsong Cai, Huazhong Yang
A Highly Scalable Integrated Voltage Equalizer Based on Parallel-Transformers for High-Voltage Energy Storage Systems. IEEE Trans. Ind. Electron. 71 (1) (2024)
Kai Zhong, Zhenhua Zhu, Guohao Dai, Hongyi Wang, Xinhao Yang, Haoyu Zhang, Jin Si, Qiuli Mao, Shulin Zeng, Ke Hong, Genghan Zhang, Huazhong Yang, Yu Wang
FEASTA: A Flexible and Efficient Accelerator for Sparse Tensor Algebra in Machine Learning. ASPLOS (3) (2024)
Jinwei Zeng, Chao Yu, Xinyi Yang, Wenxuan Ao, Jian Yuan, Yong Li, Yu Wang, Huazhong Yang
CityLight: A Universal Model Towards Real-world City-scale Traffic Signal Control Coordination. CoRR (2024)
Enshu Liu, Junyi Zhu, Zinan Lin, Xuefei Ning, Matthew B. Blaschko, Sergey Yekhanin, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang
Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better. CoRR (2024)
Guodong Yin, Yiming Chen, Mingyen Lee, Xirui Du, Yue Ke, Wenjun Tang, Zhonghao Chen, Mufeng Zhou, Jinshan Yue, Huazhong Yang, Hongyang Jia, Yongpan Liu, Xueqing Li
-Weight-Density Hybrid SRAM/ROM Compute-in-Memory Architecture Reducing >95% Weight Loading from DRAM. CICC (2024)
Shiyao Li, Xuefei Ning, Luning Wang, Tengxuan Liu, Xiangsheng Shi, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang
Evaluating Quantized Large Language Models. CoRR (2024)
Taixin Li, Hongtao Zhong, Juejian Wu, Thomas Kämpfe, Kai Ni, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li
CafeHD: A Charge-Domain FeFET-Based Compute-in-Memory Hyperdimensional Encoder with Hypervector Merging. DATE (2024)
Shengzhe Yan, Jinshan Yue, Chaojie He, Zi Wang, Zhaori Cong, Yifan He, Mufeng Zhou, Wenyu Sun, Xueqing Li, Chunmeng Dou, Feng Zhang, Huazhong Yang, Yongpan Liu, Ming Liu
A 28-nm Floating-Point Computing-in-Memory Processor Using Intensive-CIM Sparse-Digital Architecture. IEEE J. Solid State Circuits 59 (8) (2024)
Yushen Fu, Chengyu Huang, Longqiang Lai, Nan Sun, Xueqing Li, Huazhong Yang
A 16-Bit 4.0-GS/s Calibration-Free 65 nm DAC Achieving >70 dBc SFDR and < -80 dBc IM3 Up to 1 GHz With Enhanced Constant-Switching-Activity Data-Weighted-Averaging. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (5) (2023)
Taixin Li, Hongtao Zhong, Sumitha George, Vijaykrishnan Narayanan, Liang Shi, Huazhong Yang, Xueqing Li
Design Exploration of Dynamic Multi-Level Ternary Content-Addressable Memory Using Nanoelectromechanical Relays. ISVLSI (2023)
Kai Zhong, Shulin Zeng, Wentao Hou, Guohao Dai, Zhenhua Zhu, Xuecang Zhang, Shihai Xiao, Huazhong Yang, Yu Wang
CoGNN: An Algorithm-Hardware Co-Design Approach to Accelerate GNN Inference With Minibatch Sampling. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Shulin Zeng, Zhenhua Zhu, Jun Liu, Haoyu Zhang, Guohao Dai, Zixuan Zhou, Shuangchen Li, Xuefei Ning, Yuan Xie, Huazhong Yang, Yu Wang
DF-GAS: a Distributed FPGA-as-a-Service Architecture towards Billion-Scale Graph-based Approximate Nearest Neighbor Search. MICRO (2023)
Xinyi Yang, Shiyu Huang, Yiwen Sun, Yuxiang Yang, Chao Yu, Wei-Wei Tu, Huazhong Yang, Yu Wang
Learning Graph-Enhanced Commander-Executor for Multi-Agent Navigation. CoRR (2023)
Yixiong Yang, Ruoyang Liu, Chenhan Wei, Wenxun Wang, Wenyu Sun, Jinshan Yue, Huazhong Yang, Yongpan Liu
Dynamic-Precision Training Processor with Online Dynamic Execution and Multi- Level-Aligned Block-FP Processing. CICC (2023)
Shulin Zeng, Guohao Dai, Niansong Zhang, Xinhao Yang, Haoyu Zhang, Zhenhua Zhu, Huazhong Yang, Yu Wang
Serving Multi-DNN Workloads on FPGAs: A Coordinated Architecture, Scheduling, and Mapping Perspective. IEEE Trans. Computers 72 (5) (2023)
Xiaoyu Feng, Wenyu Sun, Shupei Fan, Chen Tang, Yixiong Yang, Jinshan Yue, Qingmin Liao, Huazhong Yang, Yongpan Liu
A Demonstration Platform for Large-Scaled Point Cloud Network Based on 28nm 2D/3D Unified Sparse Convolution Accelerator. AICAS (2023)
Shiyao Li, Zhenhua Zhu, Yu Zhu, Qingpeng Zhu, Jiangwei Zhang, Wenxiu Sun, Guohao Dai, Fei Qiao, Huazhong Yang, Yu Wang
Memory-Efficient and Real-Time SPAD-based dToF Depth Sensor with Spatial and Statistical Correlation. DAC (2023)
Jiayu Chen, Guosheng Li, Chao Yu, Xinyi Yang, Botian Xu, Huazhong Yang, Yu Wang
TaskFlex Solver for Multi-Agent Pursuit via Automatic Curriculum Learning. CoRR (2023)
Hedi Wang, Zengwei Wang, Yaolei Li, Chen Tang, Jinxu Gao, Huazhong Yang, Yongpan Liu
A 28nm 386.5GOPS/W Coarse-Grained DSP Using Configurable Processing Elements for Always-on Computation with FPGA Implementation. A-SSCC (2023)
Yanan Sun, Dengfeng Wang, Liukai Xu, Yiming Chen, Zhi Li, Songyuan Liu, Weifeng He, Yongpan Liu, Huazhong Yang, Xueqing Li
CREAM: Computing in ReRAM-Assisted Energy- and Area-Efficient SRAM for Reliable Neural Network Acceleration. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (8) (2023)
Yifan He, Jinshan Yue, Xiaoyu Feng, Yuxuan Huang, Hongyang Jia, Jingyu Wang, Lu Zhang, Wenyu Sun, Huazhong Yang, Yongpan Liu
An RRAM-Based Digital Computing-in-Memory Macro With Dynamic Voltage Sense Amplifier and Sparse-Aware Approximate Adder Tree. IEEE Trans. Circuits Syst. II Express Briefs 70 (2) (2023)
Hanbo Sun, Tongxin Xie, Zhenhua Zhu, Guohao Dai, Huazhong Yang, Yu Wang
Minimizing Communication Conflicts in Network-On-Chip Based Processing-In-Memory Architecture. DATE (2023)
Yi Cai, Xuefei Ning, Huazhong Yang, Yu Wang
Ensemble-in-One: Ensemble Learning within Random Gated Networks for Enhanced Adversarial Robustness. AAAI (2023)
Jiangwei Zhang, Chong Wang, Zhenhua Zhu, Donald Kline, Alex K. Jones, Huazhong Yang, Yu Wang
Realizing Extreme Endurance Through Fault-aware Wear Leveling and Improved Tolerance. HPCA (2023)
Hongtao Zhong, Zhonghao Chen, Wenqin Huangfu, Chen Wang, Yixin Xu, Tianyi Wang, Yao Yu, Yongpan Liu, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li
ASMCap: An Approximate String Matching Accelerator for Genome Sequence Analysis Based on Capacitive Content Addressable Memory. CoRR (2023)
Wenyu Sun, Xiaoyu Feng, Chen Tang, Shupei Fan, Yixiong Yang, Jinshan Yue, Huazhong Yang, Yongpan Liu
A 28nm 2D/3D Unified Sparse Convolution Accelerator with Block-Wise Neighbor Searcher for Large-Scaled Voxel-Based Point Cloud Network. ISSCC (2023)
Hongtao Zhong, Zhonghao Chen, Wenqin Huangfu, Chen Wang, Yixin Xu, Tianyi Wang, Yao Yu, Yongpan Liu, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li
ASMCap: An Approximate String Matching Accelerator for Genome Sequence Analysis Based on Capacitive Content Addressable Memory. DAC (2023)
Lu Zhang, Dejun Mu, Yuxuan Huang, Jingyu Wang, Yifan He, Yaolei Li, Lizhou Liu, Kaiwei Zou, Huazhong Yang, Yongpan Liu
Pareto Frequency-Aware Power Side-Channel Countermeasure Exploration on CNN Systolic Array. IEEE Trans. Circuits Syst. II Express Briefs 70 (3) (2023)
Enshu Liu, Xuefei Ning, Zinan Lin, Huazhong Yang, Yu Wang
OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models. ICML (2023)
Chao Yu, Xinyi Yang, Jiaxuan Gao, Jiayu Chen, Yunfei Li, Jijia Liu, Yunfei Xiang, Ruixin Huang, Huazhong Yang, Yi Wu, Yu Wang
Asynchronous Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-Robot Cooperative Exploration. CoRR (2023)
Yaolei Li, Jinshan Yue, Jingyu Wang, Chen Tang, Yifan He, Wenbin Jia, Kaiwei Zou, Lu Zhang, Huazhong Yang, Yongpan Liu
A Weight-Reload-Eliminated Compute-in-Memory Accelerator for 60 fps 4K Super-Resolution. IEEE Trans. Circuits Syst. II Express Briefs 70 (3) (2023)
Juejian Wu, Tianyu Liao, Taixin Li, Yixin Xu, Vijaykrishnan Narayanan, Yongpan Liu, Huazhong Yang, Xueqing Li
Lowering Latency of Embedded Memory by Exploiting In-Cell Victim Cache Hierarchy Based on Emerging Multi-Level Memory Devices. ICCAD (2023)
Xuefei Ning, Yin Zheng, Zixuan Zhou, Tianchen Zhao, Huazhong Yang, Yu Wang
A Generic Graph-Based Neural Architecture Encoding Scheme With Multifaceted Information. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Yushen Fu, Chengyu Huang, Limeng Sun, Weiguang Meng, Xueqing Li, Huazhong Yang
A 6.0-GS/s Time-Interleaved DAC Using an Asymmetric Current-Tree Summation Network and Differential Clock Timing Calibration. IEEE Trans. Very Large Scale Integr. Syst. 31 (2) (2023)
Yifan He, Haikang Diao, Chen Tang, Wenbin Jia, Xiyuan Tang, Yuan Wang, Jinshan Yue, Xueqing Li, Huazhong Yang, Hongyang Jia, Yongpan Liu
A 28nm 38-to-102-TOPS/W 8b Multiply-Less Approximate Digital SRAM Compute-In-Memory Macro for Neural-Network Inference. ISSCC (2023)
Enshu Liu, Xuefei Ning, Huazhong Yang, Yu Wang
A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models. CoRR (2023)
Chao Yu, Xinyi Yang, Jiaxuan Gao, Jiayu Chen, Yunfei Li, Jijia Liu, Yunfei Xiang, Ruixin Huang, Huazhong Yang, Yi Wu, Yu Wang
Asynchronous Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-Robot Cooperative Exploration. AAMAS (2023)
Yiming Chen, Guodong Yin, Mufeng Zhou, Wenjun Tang, Zekun Yang, Mingyen Lee, Xirui Du, Jinshan Yue, Jiaxin Liu, Huazhong Yang, Yongpan Liu, Xueqing Li
SAMBA: Single-ADC Multi-Bit Accumulation Compute-in-Memory Using Nonlinearity- Compensated Fully Parallel Analog Adder Tree. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (7) (2023)
Zhenhua Zhu, Hanbo Sun, Tongxin Xie, Yu Zhu, Guohao Dai, Lixue Xia, Dimin Niu, Xiaoming Chen, Xiaobo Sharon Hu, Yu Cao, Yuan Xie, Huazhong Yang, Yu Wang
MNSIM 2.0: A Behavior-Level Modeling Tool for Processing-In-Memory Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Yiming Chen, Yushen Fu, Mingyen Lee, Sumitha George, Yongpan Liu, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li
FAST: A Fully-Concurrent Access SRAM Topology for High Row-Wise Parallelism Applications Based on Dynamic Shift Operations. IEEE Trans. Circuits Syst. II Express Briefs 70 (4) (2023)
Wenjun Tang, Mingyen Lee, Juejian Wu, Yixin Xu, Yao Yu, Yongpan Liu, Kai Ni, Yu Wang, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li
FeFET-Based Logic-in-Memory Supporting SA-Free Write-Back and Fully Dynamic Access With Reduced Bitline Charging Activity and Recycled Bitline Charge. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (6) (2023)
Lizhou Liu, Zhaotian Yan, Bin Xu, Pengcheng Zhang, Changsong Cai, Huazhong Yang, Lu Zhang, Shunli Wang
A Single-Magnetic Bidirectional Integrated Equalizer Using Multi-Winding Transformer and Voltage Multiplier for Hybrid Energy Storage System. IEEE Trans. Veh. Technol. 72 (6) (2023)
Tianyu Fu, Chiyue Wei, Zhenhua Zhu, Shang Yang, Zhongming Yu, Guohao Dai, Huazhong Yang, Yu Wang
CLAP: Locality Aware and Parallel Triangle Counting with Content Addressable Memory. DATE (2023)
Xiangsheng Shi, Xuefei Ning, Lidong Guo, Tianchen Zhao, Enshu Liu, Yi Cai, Yuhan Dong, Huazhong Yang, Yu Wang
Memory-Oriented Structural Pruning for Efficient Image Restoration. AAAI (2023)
Tianchen Zhao, Xuefei Ning, Ke Hong, Zhongyuan Qiu, Pu Lu, Yali Zhao, Linfeng Zhang, Lipu Zhou, Guohao Dai, Huazhong Yang, Yu Wang
Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection. CoRR (2023)
Bin Xu, Lizhou Liu, Zhaotian Yan, Zhuqing Yuan, Lu Zhang, Wei Zhou, Ruikun Mai, Zhengyou He, Yongpan Liu, Huazhong Yang
Modularized Equalization Architecture With Transformer-Based Integrating Voltage Equalizer for the Series-Connected Battery Pack in Electric Bicycles. IEEE Trans. Ind. Electron. 70 (7) (2023)
Xinyi Yang, Shiyu Huang, Yiwen Sun, Yuxiang Yang, Chao Yu, Wei-Wei Tu, Huazhong Yang, Yu Wang
Learning Graph-Enhanced Commander-Executor for Multi-Agent Navigation. AAMAS (2023)
Mingyen Lee, Wenjun Tang, Yiming Chen, Juejian Wu, Hongtao Zhong, Yixin Xu, Yongpan Liu, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li
Victor: A Variation-resilient Approach Using Cell-Clustered Charge-domain computing for High-density High-throughput MLC CiM. DAC (2023)
Xinyi Yang, Yuxiang Yang, Chao Yu, Jiayu Chen, Jingchen Yu, Haibing Ren, Huazhong Yang, Yu Wang
Active Neural Topological Mapping for Multi-Agent Exploration. CoRR (2023)
Jun Liu, Guohao Dai, Hao Xia, Lidong Guo, Xiangsheng Shi, Jiaming Xu, Huazhong Yang, Yu Wang
TSTC: Two-Level Sparsity Tensor Core Enabling both Algorithm Flexibility and Hardware Efficiency. ICCAD (2023)
Wentao Hou, Kai Zhong, Shulin Zeng, Guohao Dai, Huazhong Yang, Yu Wang
NTGAT: A Graph Attention Network Accelerator with Runtime Node Tailoring. ASP-DAC (2023)
Zhenhua Zhu, Jun Liu, Guohao Dai, Shulin Zeng, Bing Li, Huazhong Yang, Yu Wang
Processing-In-Hierarchical-Memory Architecture for Billion-Scale Approximate Nearest Neighbor Search. DAC (2023)
Jinshan Yue, Mingtao Zhan, Zi Wang, Yifan He, Yaolei Li, Songming Yu, Wenyu Sun, Lu Jie, Chunmeng Dou, Xueqing Li, Nan Sun, Huazhong Yang, Ming Liu, Yongpan Liu
A 5.6-89.9TOPS/W Heterogeneous Computing-in-Memory SoC with High-Utilization Producer-Consumer Architecture and High-Frequency Read-Free CIM Macro. VLSI Technology and Circuits (2023)
Xinyi Yang, Xinting Yang, Chao Yu, Jiayu Chen, Huazhong Yang, Yu Wang
MASP: Scalable GNN-based Planning for Multi-Agent Navigation. CoRR (2023)
Shuang Wang, Weiliang Chen, Xueqing Li, Leibo Liu, Huazhong Yang
A 10TFLOPS Datacenter-Oriented GPU with 4-Corner Stacked 64GB Memory by The Means of 2.5D Packaging Technology. A-SSCC (2023)
Yu Zhu, Zhenhua Zhu, Guohao Dai, Fengbin Tu, Hanbo Sun, Kwang-Ting Cheng, Huazhong Yang, Yu Wang
PIM-HLS: An Automatic Hardware Generation Tool for Heterogeneous Processing-In-Memory-based Neural Network Accelerators. DAC (2023)
Enshu Liu, Xuefei Ning, Zinan Lin, Huazhong Yang, Yu Wang
OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models. CoRR (2023)
Hongtao Zhong, Yu Zhu, Longfei Luo, Taixin Li, Chen Wang, Yixin Xu, Tianyi Wang, Yao Yu, Vijaykrishnan Narayanan, Yongpan Liu, Liang Shi, Huazhong Yang, Xueqing Li
Fe-GCN: A 3D FeFET Memory Based PIM Accelerator for Graph Convolutional Networks. ISVLSI (2023)
Songming Yu, Yifan He, Hongyang Jia, Wenyu Sun, Mufeng Zhou, Luchang Lei, Wentao Zhao, Guofu Ma, Huazhong Yang, Yongpan Liu
A Heterogeneous Microprocessor Based on All-Digital Compute-in-Memory for End-to-End AIoT Inference. IEEE Trans. Circuits Syst. II Express Briefs 70 (8) (2023)
Tongda Wu, Kaisheng Ma, Jingtong Hu, Jason Xue, Jinyang Li, Xin Shi, Huazhong Yang, Yongpan Liu
Reliable and Efficient Parallel Checkpointing Framework for Nonvolatile Processor With Concurrent Peripherals. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (1) (2023)
Jiayu Chen, Zelai Xu, Yunfei Li, Chao Yu, Jiaming Song, Huazhong Yang, Fei Fang, Yu Wang, Yi Wu
Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning. CoRR (2023)
Xuefei Ning, Zinan Lin, Zixuan Zhou, Huazhong Yang, Yu Wang
Skeleton-of-Thought: Large Language Models Can Do Parallel Decoding. CoRR (2023)
Jingbo Hu, Guohao Dai, Liuzheng Wang, Liyang Lai, Yu Huang, Huazhong Yang, Yu Wang
Adaptive Multidimensional Parallel Fault Simulation Framework on Heterogeneous System. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (6) (2023)
Hanbo Sun, Zhenhua Zhu, Chenyu Wang, Xuefei Ning, Guohao Dai, Huazhong Yang, Yu Wang
Gibbon: An Efficient Co-Exploration Framework of NN Model and Processing-In-Memory Architecture. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Tianchen Zhao, Xuefei Ning, Ke Hong, Zhongyuan Qiu, Pu Lu, Yali Zhao, Linfeng Zhang, Lipu Zhou, Guohao Dai, Huazhong Yang, Yu Wang
Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection. ICCV (2023)
Wenjun Tang, Jialong Liu, Chen Sun, Zijie Zheng, Yongpan Liu, Huazhong Yang, Chen Jiang, Kai Ni, Xiao Gong, Xueqing Li
Low-Power and Scalable BEOL-Compatible IGZO TFT eDRAM-Based Charge-Domain Computing. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (12) (2023)
Jianfeng Wang, Zhonghao Chen, Yiming Chen, Yixin Xu, Tianyi Wang, Yao Yu, Vijaykrishnan Narayanan, Sumitha George, Huazhong Yang, Xueqing Li
WeightLock: A Mixed-Grained Weight Encryption Approach Using Local Decrypting Units for Ciphertext Computing in DNN Accelerators. AICAS (2023)
Ruoyang Liu, Chenhan Wei, Yixiong Yang, Wenxun Wang, Huazhong Yang, Yongpan Liu
Block-Wise Dynamic-Precision Neural Network Training Acceleration via Online Quantization Sensitivity Analytics. ASP-DAC (2023)
Jinshan Yue, Chaojie He, Zi Wang, Zhaori Cong, Yifan He, Mufeng Zhou, Wenyu Sun, Xueqing Li, Chunmeng Dou, Feng Zhang, Huazhong Yang, Yongpan Liu, Ming Liu
A 28nm 16.9-300TOPS/W Computing-in-Memory Processor Supporting Floating-Point NN Inference/Training with Intensive-CIM Sparse-Digital Architecture. ISSCC (2023)
Jianfeng Wang, Zhonghao Chen, Jiahao Zhang, Yixin Xu, Tongguang Yu, Enze Ye, Ziheng Zheng, Huazhong Yang, Sumitha George, Yongpan Liu, Vijaykrishnan Narayanan, Xueqing Li
ALL-MASK: A Reconfigurable Logic Locking Method for Multicore Architecture with Sequential-Instruction-Oriented Key. CoRR (2022)
Zixuan Zhou, Xuefei Ning, Yi Cai, Jiashu Han, Yiping Deng, Yuhan Dong, Huazhong Yang, Yu Wang
CLOSE: Curriculum Learning On the Sharing Extent Towards Better One-shot NAS. CoRR (2022)
Ranran Huang, Yu Wang, Huazhong Yang
Cross-layer Attention Network for Fine-grained Visual Categorization. CoRR (2022)
Hongtao Zhong, Zijie Zheng, Kai Ni, Xiao Gong, Huazhong Yang, Xueqing Li
Eliminating Leakage in Volatile Memory with Anti-Ferroelectric Transistors. CoRR (2022)
Jun Liu, Zhenhua Zhu, Jingbo Hu, Hanbo Sun, Li Liu, Lingzhi Liu, Guohao Dai, Huazhong Yang, Yu Wang
Optimizing Graph-based Approximate Nearest Neighbor Search: Stronger and Smarter. MDM (2022)

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Huazhong Yang