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2020 – today
- 2026
[j202]Xiaoyu Feng
, Hedi Wang, Huazhong Yang, Yongpan Liu:
An Edge 3-D Gaussian Splatting Processor Based on Shape-Aware Computation Architecture and Spatio-Temporal Gaussian Cache. IEEE J. Solid State Circuits 61(1): 197-210 (2026)- [j201]Chengyu Huang, Kezhuo Ma, Chenxi Jia, Sihao Chen, Ruiqi Zhao, Xinyu Zhou, Nan Sun, Huazhong Yang, Xueqing Li:
A 16-bit 10-GS/s DAC Achieving >65-dBc SFDR and <-75-dBc IM3 up to the Nyquist in 28-nm CMOS. IEEE J. Solid State Circuits 61(3): 1140-1152 (2026) - [j200]Dongyun Zou, Enshu Liu, Xuefei Ning, Huazhong Yang, Yu Wang:
USF++: A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models. IEEE Trans. Pattern Anal. Mach. Intell. 48(3): 3640-3651 (2026) - [j199]Zimeng Xu, Taixin Li, Ming-Yen Lee, Chenxi Jia, Sheng Zhang, Sumitha George, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li:
An NVM Non-Idealities Mitigation Solution Using Cell-Clustered Calibration for Analog High-Density Edge Multi-Level Cell Compute-in-Memory. IEEE Trans. Circuits Syst. I Regul. Pap. 73(3): 1956-1969 (2026) - [j198]Lidong Guo, Zhenhua Zhu, Xuefei Ning, Tengxuan Liu, Shiyao Li, Guohao Dai, Huazhong Yang, Wangyang Fu, Yu Wang:
Towards Floating Point-Based AI Acceleration: Hybrid PIM with Non-Uniform Data Format and Reduced Multiplications. ACM Trans. Design Autom. Electr. Syst. 31(1): 9:1-9:27 (2026) - 2025
- [j197]Haikang Diao, Yifan He, Xuan Li, Chen Tang, Wenbin Jia, Jinshan Yue, Haoyang Luo, Jiahao Song, Xueqing Li, Huazhong Yang, Hongyang Jia, Yongpan Liu, Yuan Wang, Xiyuan Tang:
A Multiply-Less Approximate SRAM Compute-In-Memory Macro for Neural-Network Inference. IEEE J. Solid State Circuits 60(2): 695-706 (2025) - [j196]Xiaoyu Feng, Xinyuan Lin, Huazhong Yang, Yongpan Liu, Wenyu Sun:
A Scalable BEV Perception Processor for Image/Point Cloud Fusion Applications Using CAM-Based Universal Mapping Unit. IEEE J. Solid State Circuits 60(3): 1002-1013 (2025) - [j195]Luchang Lei, Yongqing Zhu, Xinhang Zou, Zhou Zhang, Zian Zhao, Yifan He, Gangfeng Du, Zhenyu Guan, Huazhong Yang, Yongpan Liu, Song Bian, Hongyang Jia:
Enabling Energy-Efficient Homomorphic Encryption Evaluation via eDRAM-Based In-Situ Computing in an Edge Processor. IEEE J. Solid State Circuits 60(7): 2405-2419 (2025) - [j194]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:
Hybrid SRAM/ROM Compute-in-Memory Architecture for High Task-Level Energy Efficiency in Transformer Models With 8928-kb/mm² Density in 28nm CMOS. IEEE J. Solid State Circuits 60(11): 4140-4153 (2025) - [j193]Dingchang Hu, Tianyu Sun, Pengwei Xie, Siang Chen, Huazhong Yang, Guijin Wang:
Variation-Robust Few-Shot 3D Affordance Segmentation for Robotic Manipulation. IEEE Robotics Autom. Lett. 10(2): 1672-1679 (2025) - [j192]Jiayu Chen, Chao Yu, Yuqing Xie, Feng Gao, Yinuo Chen, Shu'ang Yu, Wenhao Tang, Shilong Ji, Mo Mu, Yi Wu, Huazhong Yang, Yu Wang:
What Matters in Learning a Zero-Shot Sim-to-Real RL Policy for Quadrotor Control? A Comprehensive Study. IEEE Robotics Autom. Lett. 10(7): 7134-7141 (2025) - [j191]Jiayu Chen, Chao Yu, Guosheng Li, Wenhao Tang, Shilong Ji, Xinyi Yang, Botian Xu, Huazhong Yang, Yu Wang:
Online Planning for Multi-UAV Pursuit-Evasion in Unknown Environments Using Deep Reinforcement Learning. IEEE Robotics Autom. Lett. 10(8): 8196-8203 (2025) - [j190]Liu He, Yujin Wang, Zongle Huang, Shupei Fan, Chen Tang, Shuyuan Zhang, Luchang Lei, Huazhong Yang, Yongpan Liu, Hongyang Jia:
SASDenSebLE: A Compact Vision Transformer Inference Architecture With Saturation-Approximate Softmax Dataflow Enabling Sequence-Parallelism Boosted Layer-Fusion Execution. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 44(11): 4290-4303 (2025) - [j189]Tianyi Yu, Tianyu Liao, Mufeng Zhou, Xiaotian Chu, Guodong Yin, Mingyen Lee, Yongpan Liu, Huazhong Yang, Xueqing Li:
DCiROM: A High-Density Fully-Digital Compute-in-Read-Only-Memory Macro for Energy-Efficient Task-Level DNN Inference. IEEE Trans. Circuits Syst. I Regul. Pap. 72(12): 7744-7754 (2025) - [j188]Sihao Chen, Chengyu Huang, Limeng Sun, Yang Liu, Wenjun Tang, Jiaxuan Fan, Nan Sun, Yong Chen, Huazhong Yang, Xueqing Li:
A 28-nm 8-Bit 16-GS/ DAC With >60 dBc/>40 dBc SFDR Up To 2.3 GHz/5.4 GHz Using 4-Channel NRZ-Output-Overlapped Time-Interleaving. IEEE Trans. Circuits Syst. II Express Briefs 72(2): 374-378 (2025) - [j187]Xirui Du, Tianyi Yu, Hengping Zhou, Ling-An Cheong, Teng Wan, Huazhong Yang, Xueqing Li:
ROM-SRAM hybrid compute-in-memory for edge AI: circuits, architectures and challenges. J. Supercomput. 81(17) (2025) - [c403]Tianyi Yu, Tianyu Liao, Mufeng Zhou, Xiaotian Chu, Guodong Yin, Mingyen Lee, Yongpan Liu, Huazhong Yang, Xueqing Li:
DCiROM: A Fully Digital Compute-in-ROM Design Approach to High Energy Efficiency of DNN Inference at Task Level. ASP-DAC 2025: 100-105 - [c402]Yiming Chen, Xirui Du, Guodong Yin, Wenjun Tang, Yongpan Liu, Huazhong Yang, Xueqing Li:
3D-METRO: Deploy Large-Scale Transformer Model on A Chip Using Transistor-Less 3D-Metal-ROM-Based Compute-in-Memory Macro. ASP-DAC 2025: 642-647 - [c401]Tianyu Liao, Tianyi Yu, Yiming Chen, Teng Yi, Yu Wang, Huazhong Yang, Xueqing Li:
SPIDER: A Sparsity-Aware High-Density Compute-in-ROM Architecture for Large-Scale Neural Networks On-Chip Deployment. CCMCC 2025: 1-7 - [c400]Tianyi Yu, Ling-An Cheong, Zhonghao Chen, Teng Yi, Yongpan Liu, Huazhong Yang, Xueqing Li:
A 28nm 26.9 Mb/mm2 x 43.1 TOPS/W Fully Digital Task-Flexible Compute-in-ROM/SRAM Macro for Energy-Efficient Edge AI Inference. CCMCC 2025: 1-4 - [c399]Wenbin Jia, Yifan He, Xiang Li, Yixuan Xie, Zongle Huang, Wenxun Wang, Boju Chen, Yaolei Li, Jinshan Yue, Xueqing Li, Huazhong Yang, Hongyang Jia, Yongpan Liu:
Pro-Cache-CIM: A 28nm 69.4TOPS/W Product-Cache-based Digital-Compute-in-Memory Macro Leveraging Data Locality Pattern in Vision AI Tasks. CICC 2025: 1-3 - [c398]Xinyuan Lin, Leran Huang, Chenhan Wei, Wenbin Jia, Hedi Wang, Wenxun Wang, Hongyang Jia, Huazhong Yang, Yongpan Liu:
A 28nm 3.14 TFLOP/W BF16 LLM Fine-Tuning Processor with Asymmetric Quantization Computing for AI PC. CICC 2025: 1-3 - [c397]Jinwei Zeng, Chao Yu, Xinyi Yang, Wenxuan Ao, Qianyue Hao, Jian Yuan, Yong Li, Yu Wang, Huazhong Yang:
CityLight: A Neighborhood-inclusive Universal Model for Coordinated City-scale Traffic Signal Control. CIKM 2025: 4036-4044 - [c396]Shiyao Li, Yingchun Hu, Xuefei Ning, Xihui Liu, Ke Hong, Xiaotao Jia, Xiuhong Li, Yaqi Yan, Pei Ran, Guohao Dai, Shengen Yan, Huazhong Yang, Yu Wang:
MBQ: Modality-Balanced Quantization for Large Vision-Language Models. CVPR 2025: 4167-4177 - [c395]Zekai Chen, Yiming Chen, Teng Wan, Tianyi Yu, Yu Wang, Huazhong Yang, Xueqing Li:
DIAS: Distance-based Attention Sparsity for Ultra-Long-Sequence Transformer with Tree-like Processing-in-Memory Architecture. DAC 2025: 1-7 - [c394]Taixin Li, Thomas Kämpfe, Jianfeng Wang, Kai Ni, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li:
PUFiM: A Robust and Efficient FeFET-Based Security Solution Merging Physical Unclonable Function with Compute-in-Memory for Edge AI. DAC 2025: 1-7 - [c393]Xinhao Yang, Tianchen Zhao, Hongyi Wang, Wenheng Ma, Shulin Zeng, Zhenhua Zhu, Xuefei Ning, Huazhong Yang, Yu Wang:
PARO: Hardware-Software Co-design with Pattern-aware Reorder-based Attention Quantization in Video Generation Models. DAC 2025: 1-7 - [c392]Tianyi Yu, Zhonghao Chen, Yiming Chen, Shuang Wang, Yongpan Liu, Huazhong Yang, Xueqing Li:
DSC-ROM: A Fully Digital Sparsity-Compressed Compute-in-ROM Architecture for on-Chip Deployment of Large-Scale DNNs. DATE 2025: 1-6 - [c391]Teng Wan, Yiming Chen, Zekai Chen, Yongpan Liu, Huazhong Yang, Xueqing Li:
ADDR: Architecture Design and Model Deployment Optimization for Hybrid SRAM-ROM Compute-in-Memory. ACM Great Lakes Symposium on VLSI 2025: 22-28 - [c390]Luchang Lei, Yu Duan, Cheng Peng, Yongqing Zhu, Gangfeng Du, Zhenyu Guan, Huazhong Yang, Yongpan Liu, Zhen Gu, Song Bian, Hongyang Jia:
Presto: A Unified RISC-V-Compatible SoC for Multi-Scheme FHE Acceleration over Module Lattice. HCS 2025: 1-40 - [c389]Tongxin Xie, Zhenhua Zhu, Bing Li, Yukai He, Cong Li, Guangyu Sun, Huazhong Yang, Yuan Xie, Yu Wang:
UniNDP: A Unified Compilation and Simulation Tool for Near DRAM Processing Architectures. HPCA 2025: 624-640 - [c388]Zhonghao Chen, Hongtao Zhong, Jianhe Deng, Mulin Shi, Yongpan Liu, Huazhong Yang, Xueqing Li:
DANCE: Dual-Side Agile N:M Sparse Compressed Digital CiM Accelerator for Efficient Compound AI. ICCAD 2025: 1-9 - [c387]Lidong Guo, Zhenhua Zhu, Qiushi Lin, Yuan Xie, Huazhong Yang, Wangyang Fu, Yu Wang:
How Do Errors Impact NN Accuracy on Non-Ideal Analog PIM? Fast Evaluation via an Error-Injected Robustness Metric. ICCAD 2025: 1-9 - [c386]Enshu Liu, Junyi Zhu, Zinan Lin, Xuefei Ning, Shuaiqi Wang, Matthew B. Blaschko, Sergey Yekhanin, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang:
Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better. ICLR 2025 - [c385]Tianchen Zhao, Tongcheng Fang, Haofeng Huang, Rui Wan, Widyadewi Soedarmadji, Enshu Liu, 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. ICLR 2025 - [c384]Deyun Chen, Wenjun Tang, Jialong Liu, Xueqing Li, Sheng Zhang, Huazhong Yang:
LTPS-TFT-Based In-Sensor Compression with Spatiotemporal Differencing Optimization. ISCAS 2025: 1-5 - [c383]Tianyu Liao, Yiming Chen, Wenjun Tang, Zhonghao Chen, Yu Wang, Huazhong Yang, Xueqing Li:
Kung-Fu: An Energy-Efficient Compute-In-Memory Approach for Neural Network Inference Using Multi-Level Binary Computing Fusion. ISCAS 2025: 1-5 - [c382]Shikai Wang, Bowen Liu, Xueqing Li, Huazhong Yang, Yongpan Liu, Chen Jiang:
A Threshold-Voltage Compensation Circuit for Organic Thin-Film Transistor Active-Matrix Neurostimulation System. ISCAS 2025: 1-5 - [c381]Zhuoya Wang, Wenjun Tang, Chen Jiang, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li:
3D-Domino: Ultra-Dense High-Accuracy 3D eDRAM-ROM Compute-In-Memory Based on CAA-IGZO TFT for Edge Large-Scale Model Inference. ISCAS 2025: 1-5 - [c380]Xiaoyu Feng, Hedi Wang, Chen Tang, Tongda Wu, Huazhong Yang, Yongpan Liu:
1.78mJ/Frame 373fps 3D GS Processor Based on Shape-Aware Hybrid Architecture Using Earlier Computation Skipping and Gaussian Cache Scheduler. ISSCC 2025: 1-3 - [c379]Hongyi Wang, Zhenhua Zhu, Tianchen Zhao, Yunfei Xiang, Zehao Wang, Jincheng Yu, Huazhong Yang, Yuan Xie, Yu Wang:
REACT3D: Real-time Edge Accelerator for Incremental Training in 3D Gaussian Splatting based SLAM Systems. MICRO 2025: 1852-1866 - [c378]Yujin Wang, Shunan Dong, Zongle Huang, Yichen You, Liu He, Huazhong Yang, Yongpan Liu, Hongyang Jia:
HyC-LoRA: Memory Efficient LoRA Fine-tuning with Hybrid Activation Compression. MLSys 2025 - [i82]Tianyu Fu, Tengxuan Liu, Qinghao Han, Guohao Dai, Shengen Yan, Huazhong Yang, Xuefei Ning, Yu Wang:
FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models. CoRR abs/2501.01986 (2025) - [i81]Xinyi Yang, Liang Zeng, Heng Dong, Chao Yu, Xiaoran Wu, Huazhong Yang, Yu Wang, Milind Tambe, Tonghan Wang:
Policy-to-Language: Train LLMs to Explain Decisions with Flow-Matching Generated Rewards. CoRR abs/2502.12530 (2025) - [i80]Xinyuan Lin, Chenlu Li, Zongle Huang, Chunyu Wang, Bo Xiao, Huazhong Yang, Shishi Duan, Yongpan Liu:
Enhancing Memory Efficiency in Large Language Model Training Through Chronos-aware Pipeline Parallelism. CoRR abs/2503.03182 (2025) - [i79]Tengxuan Liu, Shiyao Li, Jiayi Yang, Tianchen Zhao, Feng Zhou, Xiaohui Song, Guohao Dai, Shengen Yan, Huazhong Yang, Yu Wang:
PM-KVQ: Progressive Mixed-precision KV Cache Quantization for Long-CoT LLMs. CoRR abs/2505.18610 (2025) - [i78]Tianyu Fu, Yi Ge, Yichen You, Enshu Liu, Zhihang Yuan, Guohao Dai, Shengen Yan, Huazhong Yang, Yu Wang:
R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing. CoRR abs/2505.21600 (2025) - [i77]Tianyu Fu, Yichen You, Zekai Chen, Guohao Dai, Huazhong Yang, Yu Wang:
Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models. CoRR abs/2511.08577 (2025) - 2024
- [j186]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): 1612-1627 (2024) - [j185]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:
Cramming More Weight Data Onto Compute-in-Memory Macros for High Task-Level Energy Efficiency Using Custom ROM With 3984-kb/mm2 Density in 65-nm CMOS. IEEE J. Solid State Circuits 59(6): 1912-1925 (2024) - [j184]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): 2630-2643 (2024) - [j183]Xiaoyu Feng, Wenyu Sun, Chen Tang, Xinyuan Lin, Jinshan Yue, Huazhong Yang, Yongpan Liu:
A 28-nm Energy-Efficient Sparse Neural Network Processor for Point Cloud Applications Using Block-Wise Online Neighbor Searching. IEEE J. Solid State Circuits 59(9): 3070-3081 (2024) - [j182]Ruoyang Liu, Chenhan Wei, Yixiong Yang, Wenxun Wang, Binbin Yuan, Huazhong Yang, Yongpan Liu:
A Dynamic Execution Neural Network Processor for Fine-Grained Mixed-Precision Model Training Based on Online Quantization Sensitivity Analysis. IEEE J. Solid State Circuits 59(9): 3082-3093 (2024) - [j181]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): 303-310 (2024) - [j180]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): 892-905 (2024) - [j179]Lu Zhang, Dejun Mu, Jingyu Wang, Ruoyang Liu, Yifan He, Yaolei Li, Yu Tai, Shengbing Zhang, Xiaoya Fan, Huazhong Yang, Yongpan Liu:
RE-Specter: Examining the Architectural Features of Configurable CNN With Power Side-Channel. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(10): 2916-2929 (2024) - [j178]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): 620-633 (2024) - [j177]Tongda Wu, Luchang Lei, Yifan He, Wenbin Jia, Songming Yu, Yuxuan Huang, Hongyang Jia, Huazhong Yang, Yongpan Liu:
A Heterogeneous Microprocessor for Intermittent AI Inference Using Nonvolatile-SRAM-Based Compute-In-Memory. IEEE Trans. Circuits Syst. II Express Briefs 71(11): 4753-4757 (2024) - [j176]Ruoyang Liu, Wenxun Wang, Chen Tang, Weichen Gao, Huazhong Yang, Yongpan Liu:
A Fully Quantized Training Accelerator for Diffusion Network With Tensor Type & Noise Strength Aware Precision Scheduling. IEEE Trans. Circuits Syst. II Express Briefs 71(12): 4994-4998 (2024) - [j175]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): 4202-4213 (2024) - [j174]Shiyao Li, Zhenhua Zhu, Hanbo Sun, Xuefei Ning, Guohao Dai, Yiming Hu, Huazhong Yang, Yu Wang:
Toward High-Accuracy and Real-Time Two-Stage Small Object Detection on FPGA. IEEE Trans. Circuits Syst. Video Technol. 34(9): 8053-8066 (2024) - [j173]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): 84-96 (2024) - [j172]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): 493-503 (2024) - [j171]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): 595-603 (2024) - [j170]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): 3:1-3:18 (2024) - [j169]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): 39:1-39:31 (2024) - [c377]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: 11320-11328 - [c376]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: 153-158 - [c375]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: 349-366 - [c374]Ling-An Cheong, Chen Wang, Mufeng Zhou, Tianyu Liao, Mingyen Lee, Yue Ke, Wenjun Tang, Yiming Chen, Xirui Du, Yongpan Liu, Huazhong Yang, Xueqing Li:
A 28nm 166.9 TOPS/W x Mb/mm2 DRAM-Free QLC Compute-in-ROM Macro Supporting High Task-Level Inference Energy Efficiency for Tiny AI Edge Devices. A-SSCC 2024: 1-3 - [c373]Shuyuan Zhang, Yujin Wang, Yifan He, Yuchen Su, Huazhong Yang, Yongpan Liu, Hongyang Jia:
A Unified Microrobotic Visual-Perception Processor with 62.2-FPS/mm2 and 103-uJ/frame Navigation in 28nm. A-SSCC 2024: 1-3 - [c372]Ye Mu, Weilin Liu, Chao Yu, Xuefei Ning, Zhong Cao, Zelai Xu, Shuang Liang, Huazhong Yang, Yu Wang:
Multi-Agent Vulnerability Discovery for Autonomous Driving Policy by Finding AV-Responsible Scenarios. CASE 2024: 2320-2327 - [c371]Jianfeng Wang, Huazhong Yang, Shuwen Deng, Xueqing Li:
CiMSAT: Exploiting SAT Analysis to Attack Compute-in-Memory Architecture Defenses. CCS 2024: 3436-3450 - [c370]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: 1-2 - [c369]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: 1-2 - [c368]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:
A 28nm 8928Kb/mm2-Weight-Density Hybrid SRAM/ROM Compute-in-Memory Architecture Reducing >95% Weight Loading from DRAM. CICC 2024: 1-2 - [c367]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. CVPR 2024: 16122-16131 - [c366]Hongyi Wang, Kai Zhong, Haoyu Zhang, Shulin Zeng, Zhenhua Zhu, Xinhao Yang, Shuang Wang, Guohao Dai, Huazhong Yang, Yu Wang:
DySpMM: From Fix to Dynamic for Sparse Matrix-Matrix Multiplication Accelerators. DAC 2024: 96:1-96:6 - [c365]Jialong Liu, Wenjun Tang, Deyun Chen, Chen Jiang, Huazhong Yang, Xueqing Li:
Cross-Layer Exploration and Chip Demonstration of In-Sensor Computing for Large-Area Applications with Differential-Frame ROM-Based Compute-In-Memory. DAC 2024: 262:1-262:6 - [c364]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: 1-6 - [c363]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: 1-6 - [c362]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: 1-6 - [c361]Taixin Li, Hongtao Zhong, Yixin Xu, Vijaykrishnan Narayanan, Kai Ni, Huazhong Yang, Thomas Kämpfe, Xueqing Li:
REMNA: Variation-Resilient and Energy-Efficient MLC FeFET Computing-in-Memory Using NAND Flash-Like Read and Adaptive Control. ICCAD 2024: 76:1-76:9 - [c360]Hongtao Zhong, Taixin Li, Yiming Chen, Wenjun Tang, Juejian Wu, Huazhong Yang, Xueqing Li:
NAND-Tree: A 3D NAND Flash Based Processing In Memory Accelerator for Tree-Based Models on Large-Scale Tabular Data. ICCAD 2024: 175:1-175:9 - [c359]Lidong Guo, Zhenhua Zhu, Tengxuan Liu, Xuefei Ning, Shiyao Li, Guohao Dai, Huazhong Yang, Wangyang Fu, Yu Wang:
Towards Floating Point-Based Attention-Free LLM: Hybrid PIM with Non-Uniform Data Format and Reduced Multiplications. ICCAD 2024: 177:1-177:9 - [c358]Enshu Liu, Xuefei Ning, Huazhong Yang, Yu Wang:
A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models. ICLR 2024 - [c357]Xuefei Ning, Zinan Lin, Zixuan Zhou, Zifu Wang, Huazhong Yang, Yu Wang:
Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation. ICLR 2024 - [c356]Shiyao Li, Xuefei Ning, Luning Wang, Tengxuan Liu, Xiangsheng Shi, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang:
Evaluating Quantized Large Language Models. ICML 2024: 28480-28524 - [c355]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: 1-5 - [c354]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:
34.7 A 28nm 2.4Mb/mm2 6.9 - 16.3TOPS/mm2 eDRAM-LUT-Based Digital-Computing-in-Memory Macro with In-Memory Encoding and Refreshing. ISSCC 2024: 578-580 - [c353]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 for Better Reasoning? A Preliminary Study. NeurIPS 2024 - [c352]Liu He, Yujin Wang, Zongle Huang, Shupei Fan, Chen Tang, Shuyuan Zhang, Luchang Lei, Huazhong Yang, Yongpan Liu, Hongyang Jia:
Exploring Approximation and Dataflow Co-Optimization for Scalable Transformer Inference Architecture on the Edge. SOCC 2024: 1-6 - [c351]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: 2020-2029 - [d2]Huazhong Yang:
Loggigng Reservoir parameter prediction dataset. IEEE DataPort, 2024
- [i76]Shiyao Li, Xuefei Ning, Luning Wang, Tengxuan Liu, Xiangsheng Shi, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang:
Evaluating Quantized Large Language Models. CoRR abs/2402.18158 (2024) - [i75]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 abs/2403.16379 (2024) - [i74]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 abs/2404.02241 (2024) - [i73]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 abs/2406.02126 (2024) - [i72]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 abs/2406.02540 (2024) - [i71]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 abs/2406.14629 (2024) - [i70]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 abs/2406.14909 (2024) - [i69]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 abs/2407.00945 (2024) - [i68]Jiayu Chen, Chao Yu, Guosheng Li, Wenhao Tang, Xinyi Yang, Botian Xu, Huazhong Yang, Yu Wang:
Multi-UAV Pursuit-Evasion with Online Planning in Unknown Environments by Deep Reinforcement Learning. CoRR abs/2409.15866 (2024) - [i67]Jiayu Chen, Chao Yu, Yuqing Xie, Feng Gao, Yinuo Chen, Shu'ang Yu, Wenhao Tang, Shilong Ji, Mo Mu, Yi Wu, Huazhong Yang, Yu Wang:
What Matters in Learning A Zero-Shot Sim-to-Real RL Policy for Quadrotor Control? A Comprehensive Study. CoRR abs/2412.11764 (2024) - [i66]Shiyao Li, Yingchun Hu, Xuefei Ning, Xihui Liu, Ke Hong, Xiaotao Jia, Xiuhong Li, Yaqi Yan, Pei Ran, Guohao Dai, Shengen Yan, Huazhong Yang, Yu Wang:
MBQ: Modality-Balanced Quantization for Large Vision-Language Models. CoRR abs/2412.19509 (2024) - 2023
- [j168]HuaZhong Yang, Zhongju Chen, Huajian Yang, Maojin Tian:
Predicting Coronary Heart Disease Using an Improved LightGBM Model: Performance Analysis and Comparison. IEEE Access 11: 23366-23380 (2023) - [j167]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): 7955-7969 (2023) - [j166]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): 1314-1328 (2023) - [j165]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): 1951-1964 (2023) - [j164]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): 4075-4089 (2023) - [j163]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): 4112-4125 (2023) - [j162]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): 4883-4896 (2023) - [j161]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): 228-240 (2023) - [j160]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): 1856-1867 (2023) - [j159]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): 2398-2411 (2023) - [j158]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): 2762-2773 (2023) - [j157]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): 3198-3211 (2023) - [j156]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): 5166-5179 (2023) - [j155]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): 416-420 (2023) - [j154]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): 1124-1128 (2023) - [j153]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): 1179-1183 (2023) - [j152]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): 1605-1609 (2023) - [j151]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): 3099-3103 (2023) - [j150]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): 6984-6992 (2023) - [j149]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): 199-209 (2023) - [j148]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): 7318-7327 (2023) - [c350]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: 2245-2253 - [c349]Yi Cai, Xuefei Ning, Huazhong Yang, Yu Wang:
Ensemble-in-One: Ensemble Learning within Random Gated Networks for Enhanced Adversarial Robustness. AAAI 2023: 14738-14747 - [c348]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: 1-2 - [c347]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: 1-5 - [c346]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: 372-377 - [c345]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: 645-650 - [c344]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: 1-3 - [c343]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: 1-3 - [c342]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: 1107-1115 - [c341]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: 1652-1660 - [c340]Yixiong Yang, Ruoyang Liu, Chenhan Wei, Wenxun Wang, Wenyu Sun, Jinshan Yue, Huazhong Yang, Yongpan Liu:
A 28nm 1.07TFLOPS/mm2 Dynamic-Precision Training Processor with Online Dynamic Execution and Multi- Level-Aligned Block-FP Processing. CICC 2023: 1-2 - [c339]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: 1-6 - [c338]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: 1-6 - [c337]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: 1-6 - [c336]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: 1-6 - [c335]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: 1-6 - [c334]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: 1-6 - [c333]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: 1-6 - [c332]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: 964-976 - [c331]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: 1-9 - [c330]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: 1-9 - [c329]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: 17682-17692 - [c328]Enshu Liu, Xuefei Ning, Zinan Lin, Huazhong Yang, Yu Wang:
OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models. ICML 2023: 21915-21936 - [c327]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: 130-131 - [c326]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: 252-253 - [c325]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: 328-329 - [c324]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: 1-6 - [c323]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: 1-6 - [c322]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: 283-296 - [c321]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: 1-2 - [i65]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 abs/2301.03398 (2023) - [i64]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 abs/2302.04094 (2023) - [i63]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 abs/2302.07478 (2023) - [i62]Enshu Liu, Xuefei Ning, Zinan Lin, Huazhong Yang, Yu Wang:
OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models. CoRR abs/2306.08860 (2023) - [i61]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 abs/2307.08209 (2023) - [i60]Xuefei Ning, Zinan Lin, Zixuan Zhou, Huazhong Yang, Yu Wang:
Skeleton-of-Thought: Large Language Models Can Do Parallel Decoding. CoRR abs/2307.15337 (2023) - [i59]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 abs/2310.04796 (2023) - [i58]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 abs/2311.00252 (2023) - [i57]Xinyi Yang, Xinting Yang, Chao Yu, Jiayu Chen, Huazhong Yang, Yu Wang:
MASP: Scalable GNN-based Planning for Multi-Agent Navigation. CoRR abs/2312.02522 (2023) - [i56]Enshu Liu, Xuefei Ning, Huazhong Yang, Yu Wang:
A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models. CoRR abs/2312.07243 (2023) - [i55]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 abs/2312.12255 (2023) - 2022
- [j147]Jinshan Yue, Yongpan Liu, Zhe Yuan, Xiaoyu Feng, Yifan He, Wenyu Sun, Zhixiao Zhang, Xin Si, Ruhui Liu, Zi Wang, Meng-Fan Chang, Chunmeng Dou, Xueqing Li, Ming Liu, Huazhong Yang:
STICKER-IM: A 65 nm Computing-in-Memory NN Processor Using Block-Wise Sparsity Optimization and Inter/Intra-Macro Data Reuse. IEEE J. Solid State Circuits 57(8): 2560-2573 (2022) - [j146]Yixiong Yang, Yongpan Liu, Zhe Yuan, Wenyu Sun, Ruoyang Liu, Jingyu Wang, Jinshan Yue, Xiaoyu Feng, Zhuqing Yuan, Xueqing Li, Huazhong Yang:
A 65-nm Energy-Efficient Interframe Data Reuse Neural Network Accelerator for Video Applications. IEEE J. Solid State Circuits 57(8): 2574-2585 (2022) - [j145]Zijian Ding, Guijin Wang, Huazhong Yang, Ping Zhang, Dapeng Fu, Zhen Yang, Xinkang Wang, Xia Wang, Zhourui Xia, Chiming Zhang, Wenjie Cai, Binhang Yuan, Dongya Jia, Bo Chen, Chengbin Huang, Jing Zhang, Yi Li, Shan Yang, Runnan He:
A community effort to assess and improve computerized interpretation of 12-lead resting electrocardiogram. Medical Biol. Eng. Comput. 60(1): 33-45 (2022) - [j144]Jincheng Yu, Zhilin Xu, Shulin Zeng, Chao Yu, Jiantao Qiu, Zhaoyang Shen, Yuanfan Xu, Guohao Dai, Yu Wang, Huazhong Yang:
INCAME: Interruptible CNN Accelerator for Multirobot Exploration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(4): 964-978 (2022) - [j143]Jingyu Wang, Songming Yu, Zhuqing Yuan, Jinshan Yue, Zhe Yuan, Ruoyang Liu, Yanzhi Wang, Huazhong Yang, Xueqing Li, Yongpan Liu:
PACA: A Pattern Pruning Algorithm and Channel-Fused High PE Utilization Accelerator for CNNs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 5043-5056 (2022) - [j142]Kai Zhong, Xuefei Ning, Guohao Dai, Zhenhua Zhu, Tianchen Zhao, Shulin Zeng, Yu Wang, Huazhong Yang:
Exploring the Potential of Low-Bit Training of Convolutional Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(12): 5421-5434 (2022) - [j141]Han Xu, Ningchao Lin, Li Luo, Qi Wei, Runsheng Wang, Cheng Zhuo, Xunzhao Yin, Fei Qiao, Huazhong Yang:
Senputing: An Ultra-Low-Power Always-On Vision Perception Chip Featuring the Deep Fusion of Sensing and Computing. IEEE Trans. Circuits Syst. I Regul. Pap. 69(1): 232-243 (2022) - [j140]Yuxuan Huang, Yifan He, Jinshan Yue, Huazhong Yang, Yongpan Liu:
Accuracy Optimization With the Framework of Non-Volatile Computing-In-Memory Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 69(2): 518-529 (2022) - [j139]Yuxuan Huang, Yifan He, Jingyu Wang, Jinshan Yue, Lu Zhang, Kaiwei Zou, Huazhong Yang, Yongpan Liu:
Bit-Aware Fault-Tolerant Hybrid Retraining and Remapping Schemes for RRAM-Based Computing-in-Memory Systems. IEEE Trans. Circuits Syst. II Express Briefs 69(7): 3144-3148 (2022) - [j138]Shulin Zeng, Guohao Dai, Hanbo Sun, Jun Liu, Shiyao Li, Guangjun Ge, Kai Zhong, Kaiyuan Guo, Yu Wang, Huazhong Yang:
A Unified FPGA Virtualization Framework for General-Purpose Deep Neural Networks in the Cloud. ACM Trans. Reconfigurable Technol. Syst. 15(3): 24:1-24:31 (2022) - [j137]Xiaoyang Ma, Hongtao Zhong, Nuo Xiu, Yiming Chen, Guodong Yin, Vijaykrishnan Narayanan, Yongpan Liu, Kai Ni, Huazhong Yang, Xueqing Li:
CapCAM: A Multilevel Capacitive Content Addressable Memory for High-Accuracy and High-Scalability Search and Compute Applications. IEEE Trans. Very Large Scale Integr. Syst. 30(11): 1770-1782 (2022) - [c320]Yixiong Yang, Ruoyang Liu, Wenyu Sun, Jinshan Yue, Huazhong Yang, Yongpan Liu:
Toward Low-Bit Neural Network Training Accelerator by Dynamic Group Accumulation. ASP-DAC 2022: 442-447 - [c319]Yuxuan Huang, Yifan He, Jinshan Yue, Wenyu Sun, Huazhong Yang, Yongpan Liu:
Sparsity-Aware Non-Volatile Computing-In-Memory Macro with Analog Switch Array and Low-Resolution Current-Mode ADC. ASP-DAC 2022: 684-689 - [c318]Guohao Dai, Guyue Huang, Shang Yang, Zhongming Yu, Hengrui Zhang, Yufei Ding, Yuan Xie, Huazhong Yang, Yu Wang:
Heuristic adaptability to input dynamics for SpMM on CPUs. DAC 2022: 595-600 - [c317]Yiming Chen, Guodong Yin, Zhanhong Tan, Mingyen Lee, Zekun Yang, Yongpan Liu, Huazhong Yang, Kaisheng Ma, Xueqing Li:
YOLoC: deploy large-scale neural network by ROM-based computing-in-memory using residual branch on a chip. DAC 2022: 1093-1098 - [c316]Yu Zhu, Zhenhua Zhu, Guohao Dai, Kai Zhong, Huazhong Yang, Yu Wang:
Exploiting Parallelism with Vertex-Clustering in Processing-In-Memory-based GCN Accelerators. DATE 2022: 652-657 - [c315]Hanbo Sun, Chenyu Wang, Zhenhua Zhu, Xuefei Ning, Guohao Dai, Huazhong Yang, Yu Wang:
Gibbon: Efficient Co-Exploration of NN Model and Processing-In-Memory Architecture. DATE 2022: 867-872 - [c314]Chao Yu, Xinyi Yang, Jiaxuan Gao, Huazhong Yang, Yu Wang, Yi Wu:
Learning Efficient Multi-agent Cooperative Visual Exploration. ECCV (39) 2022: 497-515 - [c313]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. ECCV (20) 2022: 578-594 - [c312]Yiming Chen, Guodong Yin, Mingyen Lee, Wenjun Tang, Zekun Yang, Yongpan Liu, Huazhong Yang, Xueqing Li:
Hidden-ROM: A Compute-in-ROM Architecture to Deploy Large-Scale Neural Networks on Chip with Flexible and Scalable Post-Fabrication Task Transfer Capability. ICCAD 2022: 45:1-45:9 - [c311]Xinyi Yang, Chao Yu, Jiaxuan Gao, Yu Wang, Huazhong Yang:
SAVE: Spatial-Attention Visual Exploration. ICIP 2022: 1356-1360 - [c310]Yuanfan Xu, Jincheng Yu, Jiahao Tang, Jiantao Qiu, Jian Wang, Yuan Shen, Yu Wang, Huazhong Yang:
Explore-Bench: Data Sets, Metrics and Evaluations for Frontier-based and Deep-reinforcement-learning-based Autonomous Exploration. ICRA 2022: 6225-6231 - [c309]Guohao Dai, Zhenhua Zhu, Tianyu Fu, Chiyue Wei, Bangyan Wang, Xiangyu Li, Yuan Xie, Huazhong Yang, Yu Wang:
DIMMining: pruning-efficient and parallel graph mining on near-memory-computing. ISCA 2022: 130-145 - [c308]Jianfeng Wang, Nuo Xiu, Juejian Wu, Yiming Chen, Yanan Sun, Huazhong Yang, Vijaykrishnan Narayanan, Sumitha George, Xueqing Li:
An 8T/Cell FeFET-Based Nonvolatile SRAM with Improved Density and Sub-fJ Backup and Restore Energy. ISCAS 2022: 3408-3412 - [c307]Jiangwei Zhang, Chong Wang, Yi Cai, Zhenhua Zhu, Donald Kline, Huazhong Yang, Yu Wang:
WESCO: Weight-encoded Reliability and Security Co-design for In-memory Computing Systems. ISVLSI 2022: 296-301 - [c306]Yu Wang, Shulin Zeng, Kaiyuan Guo, Xuefei Ning, Yali Zhao, Zhongyuan Qiu, Changcheng Tang, Shuang Liang, Huazhong Yang:
Efficient Autonomous Driving System Design: From Software to Hardware. ISVLSI 2022: 373-375 - [c305]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: 179-184 - [c304]Xuefei Ning, Zixuan Zhou, Junbo Zhao, Tianchen Zhao, Yiping Deng, Changcheng Tang, Shuang Liang, Huazhong Yang, Yu Wang:
TA-GATES: An Encoding Scheme for Neural Network Architectures. NeurIPS 2022 - [c303]Yunfei Xiang, Jiantao Qiu, Jincheng Yu, Jiahao Tang, Guangjun Ge, Yu Wang, Huazhong Yang:
A Mobile Robot Experiment System with Lightweight Simulator Generator for Deep Reinforcement Learning Algorithm. ROBIO 2022: 1508-1514 - [c302]Xuan Du, Xinyi Yang, Chao Yu, Jiaxuan Gao, Huazhong Yang, Yu Wang, Qingmin Liao:
A Benchmark of Planning-based Exploration Methods in Photo-Realistic 3D Simulator. ROBIO 2022: 1562-1567 - [c301]Dingchang Hu, Siang Chen, Huazhong Yang, Guijin Wang:
Distribution-aware Low-bit Quantization for 3D Point Cloud Networks. VCIP 2022: 1-5 - [d1]HuaZhong Yang:
Coronary heart disease historical data. IEEE DataPort, 2022 - [i54]Guohao Dai, Guyue Huang, Shang Yang, Zhongming Yu, Hengrui Zhang, Yufei Ding, Yuan Xie, Huazhong Yang, Yu Wang:
Heuristic Adaptability to Input Dynamics for SpMM on GPUs. CoRR abs/2202.08556 (2022) - [i53]Yuanfan Xu, Jincheng Yu, Jiahao Tang, Jiantao Qiu, Jian Wang, Yuan Shen, Yu Wang, Huazhong Yang:
Explore-Bench: Data Sets, Metrics and Evaluations for Frontier-based and Deep-reinforcement-learning-based Autonomous Exploration. CoRR abs/2202.11931 (2022) - [i52]Yiming Chen, Yushen Fu, Mingyen Lee, Sumitha George, Yongpan Liu, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li:
FAST: A Fully-Concurrent Access Technique to All SRAM Rows for Enhanced Speed and Energy Efficiency in Data-Intensive Applications. CoRR abs/2205.11088 (2022) - [i51]Yiming Chen, Guodong Yin, Zhanhong Tan, Mingyen Lee, Zekun Yang, Yongpan Liu, Huazhong Yang, Kaisheng Ma, Xueqing Li:
YOLoC: DeploY Large-Scale Neural Network by ROM-based Computing-in-Memory using ResiduaL Branch on a Chip. CoRR abs/2206.00379 (2022) - [i50]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 abs/2206.08087 (2022) - [i49]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 abs/2207.07868 (2022) - [i48]Yiming Chen, Guohao Dai, Mufeng Zhou, Mingyen Lee, Nagadastagiri Challapalle, Guodong Yin, Zekun Yang, Yongpan Liu, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li:
GRAPHIC: GatheR-And-Process in Highly parallel with In-SSD Compression Architecture in Very Large-Scale Graph. CoRR abs/2208.08600 (2022) - [i47]Ranran Huang, Yu Wang, Huazhong Yang:
Cross-layer Attention Network for Fine-grained Visual Categorization. CoRR abs/2210.08784 (2022) - [i46]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. CoRR abs/2210.17047 (2022) - [i45]Guodong Yin, Mufeng Zhou, Yiming Chen, Wenjun Tang, Zekun Yang, Mingyen Lee, Xirui Du, Jinshan Yue, Jiaxin Liu, Huazhong Yang, Yongpan Liu, Xueqing Li:
A 65nm 8b-Activation 8b-Weight SRAM-Based Charge-Domain Computing-in-Memory Macro Using A Fully-Parallel Analog Adder Network and A Single-ADC Interface. CoRR abs/2212.04320 (2022) - [i44]Hongtao Zhong, Zijie Zheng, Kai Ni, Xiao Gong, Huazhong Yang, Xueqing Li:
Eliminating Leakage in Volatile Memory with Anti-Ferroelectric Transistors. CoRR abs/2212.04973 (2022) - 2021
- [j136]Jiantao Qiu, Chao Yu, Weiling Liu, Tianxiang Yang, Jincheng Yu, Yu Wang, Huazhong Yang:
Low-Cost Multi-Agent Navigation via Reinforcement Learning With Multi-Fidelity Simulator. IEEE Access 9: 84773-84782 (2021) - [j135]Guijin Wang, Ming Chen, Zijian Ding, Jiawei Li, Huazhong Yang, Ping Zhang:
Inter-patient ECG arrhythmia heartbeat classification based on unsupervised domain adaptation. Neurocomputing 454: 339-349 (2021) - [j134]Jinshan Yue, Yongpan Liu, Ruoyang Liu, Wenyu Sun, Zhe Yuan, Yung-Ning Tu, Yi-Ju Chen, Ao Ren, Yanzhi Wang, Meng-Fan Chang, Xueqing Li, Huazhong Yang:
STICKER-T: An Energy-Efficient Neural Network Processor Using Block-Circulant Algorithm and Unified Frequency-Domain Acceleration. IEEE J. Solid State Circuits 56(6): 1936-1948 (2021) - [j133]Jiawei Li, Guijin Wang, Ming Chen, Zijian Ding, Huazhong Yang:
Mixup Asymmetric Tri-Training for Heartbeat Classification Under Domain Shift. IEEE Signal Process. Lett. 28: 718-722 (2021) - [j132]Guijin Wang, Chenchen Feng, Xiaowei Hu, Hang Wang, Huazhong Yang:
Epipolar Geometry Guided Highly Robust Structured Light 3D Imaging. IEEE Signal Process. Lett. 28: 887-891 (2021) - [j131]Hui Chen, Guijin Wang, Guodong Zhang, Ping Zhang, Huazhong Yang:
CLECG: A Novel Contrastive Learning Framework for Electrocardiogram Arrhythmia Classification. IEEE Signal Process. Lett. 28: 1993-1997 (2021) - [j130]Han Xu, Ziwei Li, Ziru Li, Deliang Fan, Fei Qiao, Qi Wei, Li Luo, Xinjun Liu, Huazhong Yang:
Reducing SRAM Reading Power With Column Data Segment and Weights Correlation Enhancement for CNN Processing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(11): 2237-2250 (2021) - [j129]Qin Li, Changlu Liu, Peiyan Dong, Yanming Zhang, Tong Li, Sheng Lin, Minda Yang, Fei Qiao, Yanzhi Wang, Li Luo, Huazhong Yang:
NS-FDN: Near-Sensor Processing Architecture of Feature-Configurable Distributed Network for Beyond-Real-Time Always-on Keyword Spotting. IEEE Trans. Circuits Syst. I Regul. Pap. 68(5): 1892-1905 (2021) - [j128]Han Xu, Ziru Li, Ningchao Lin, Qi Wei, Fei Qiao, Xunzhao Yin, Huazhong Yang:
MACSen: A Processing-In-Sensor Architecture Integrating MAC Operations Into Image Sensor for Ultra-Low-Power BNN-Based Intelligent Visual Perception. IEEE Trans. Circuits Syst. II Express Briefs 68(2): 627-631 (2021) - [j127]Guodong Yin, Yi Cai, Juejian Wu, Zhengyang Duan, Zhenhua Zhu, Yongpan Liu, Yu Wang, Huazhong Yang, Xueqing Li:
Enabling Lower-Power Charge-Domain Nonvolatile In-Memory Computing With Ferroelectric FETs. IEEE Trans. Circuits Syst. II Express Briefs 68(7): 2262-2266 (2021) - [j126]Guyue Huang, Jingbo Hu, Yifan He, Jialong Liu, Mingyuan Ma, Zhaoyang Shen, Juejian Wu, Yuanfan Xu, Hengrui Zhang, Kai Zhong, Xuefei Ning, Yuzhe Ma, Haoyu Yang, Bei Yu, Huazhong Yang, Yu Wang:
Machine Learning for Electronic Design Automation: A Survey. ACM Trans. Design Autom. Electr. Syst. 26(5): 40:1-40:46 (2021) - [j125]Xuefei Ning, Guangjun Ge, Wenshuo Li, Zhenhua Zhu, Yin Zheng, Xiaoming Chen, Zhen Gao, Yu Wang, Huazhong Yang:
FTT-NAS: Discovering Fault-tolerant Convolutional Neural Architecture. ACM Trans. Design Autom. Electr. Syst. 26(6): 44:1-44:24 (2021) - [j124]Hongtao Zhong, Shengjie Cao, Li Jiang, Xia An, Vijaykrishnan Narayanan, Yongpan Liu, Huazhong Yang, Xueqing Li:
DyTAN: Dynamic Ternary Content Addressable Memory Using Nanoelectromechanical Relays. IEEE Trans. Very Large Scale Integr. Syst. 29(11): 1981-1993 (2021) - [c300]Yuxuan Huang, Yifan He, Jinshan Yue, Huazhong Yang, Yongpan Liu:
A Non-Volatile Computing-In-Memory Framework With Margin Enhancement Based CSA and Offset Reduction Based ADC. ASP-DAC 2021: 126-131 - [c299]Qin Li, Peiyan Dong, Zijie Yu, Changlu Liu, Fei Qiao, Yanzhi Wang, Huazhong Yang:
Puncturing the memory wall: Joint optimization of network compression with approximate memory for ASR application. ASP-DAC 2021: 505-511