| 2026 | DATE | A Real-Time Robotic Diffusion Policy Accelerator Exploiting Self- and Cross-Guided Modal Similarity. | Boju Chen, Xiaoyu Feng, Junyan Lin, Chen Tang, Huazhong Yang, Yongpan Liu |
| 2026 | DATE | PICoSNN: Partially Incoherent Configurable Optical Computing Architecture for SNN Acceleration. | Bowen Duan, Zhenhua Zhu, Zhengyang Duan, Huazhong Yang, Yuan Xie, Yu Wang |
| 2026 | DATE | EGO: Efficient Compression of Unstructured Sparse DNNs for Compute-in-Memory based on Graph Minimum-Cost Matching Optimization. | Teng Wan, Yu Cao, Huazhong Yang, Xueqing Li |
| 2026 | DATE | FSDB: A Folded-Store Dynamic-Broaden Hybrid Compute-in-ROM/SRAM Architecture for Deploying Large-Scale DNNs On-Chip. | Tianyi Yu, Teng Yi, Huazhong Yang, Xueqing Li |
| 2026 | ISCA | SHyLA: 3D-Stacked NVM-DRAM Hybrid LLM-Inference Architecture Exploiting Data and Memory Heterogeneity. | Liu He, Fuyao Zhou, Cheng Peng, Shunan Dong, Ziming Zhang, Huazhong Yang, Yongpan Liu, Guowei Zhang, Hongyang Jia |
| 2026 | ISCA | Bringing Near Data Processing Into the Low-Bit Floating-Point Era. | Tongxin Xie, Mingyu Gao, Zehao Wang, Zhihao Jia, Yuechen Xi, Bing Li, Mo Guang, Jiale Yan, Kaiwen Long, Xingcheng Zhang, Huazhong Yang, Yuan Xie, Zhenhua Zhu, Yu Wang |
| 2025 | ASPDAC | 3D-METRO: Deploy Large-Scale Transformer Model on A Chip Using Transistor-Less 3D-Metal-ROM-Based Compute-in-Memory Macro. | Yiming Chen, Xirui Du, Guodong Yin, Wenjun Tang, Yongpan Liu, Huazhong Yang, Xueqing Li |
| 2025 | ASPDAC | DCiROM: A Fully Digital Compute-in-ROM Design Approach to High Energy Efficiency of DNN Inference at Task Level. | Tianyi Yu, Tianyu Liao, Mufeng Zhou, Xiaotian Chu, Guodong Yin, Mingyen Lee, Yongpan Liu, Huazhong Yang, Xueqing Li |
| 2025 | CIKM | CityLight: A Neighborhood-inclusive Universal Model for Coordinated City-scale Traffic Signal Control. | Jinwei Zeng, Chao Yu, Xinyi Yang, Wenxuan Ao, Qianyue Hao, Jian Yuan, Yong Li, Yu Wang, Huazhong Yang |
| 2025 | CVPR | MBQ: Modality-Balanced Quantization for Large Vision-Language Models. | 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 |
| 2025 | DAC | DIAS: Distance-based Attention Sparsity for Ultra-Long-Sequence Transformer with Tree-like Processing-in-Memory Architecture. | Zekai Chen, Yiming Chen, Teng Wan, Tianyi Yu, Yu Wang, Huazhong Yang, Xueqing Li |
| 2025 | DAC | PUFiM: A Robust and Efficient FeFET-Based Security Solution Merging Physical Unclonable Function with Compute-in-Memory for Edge AI. | Taixin Li, Thomas Kmpfe, Jianfeng Wang, Kai Ni, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li |
| 2025 | DAC | PARO: Hardware-Software Co-design with Pattern-aware Reorder-based Attention Quantization in Video Generation Models. | Xinhao Yang, Tianchen Zhao, Hongyi Wang, Wenheng Ma, Shulin Zeng, Zhenhua Zhu, Xuefei Ning, Huazhong Yang, Yu Wang |
| 2025 | DATE | DSC-ROM: A Fully Digital Sparsity-Compressed Compute-in-ROM Architecture for on-Chip Deployment of Large-Scale DNNs. | Tianyi Yu, Zhonghao Chen, Yiming Chen, Shuang Wang, Yongpan Liu, Huazhong Yang, Xueqing Li |
| 2025 | HPCA | UniNDP: A Unified Compilation and Simulation Tool for Near DRAM Processing Architectures. | Tongxin Xie, Zhenhua Zhu, Bing Li, Yukai He, Cong Li, Guangyu Sun, Huazhong Yang, Yuan Xie, Yu Wang |
| 2025 | ICCAD | DANCE: Dual-Side Agile N:M Sparse Compressed Digital CiM Accelerator for Efficient Compound AI. | Zhonghao Chen, Hongtao Zhong, Jianhe Deng, Mulin Shi, Yongpan Liu, Huazhong Yang, Xueqing Li |
| 2025 | ICCAD | How Do Errors Impact NN Accuracy on Non-Ideal Analog PIM? Fast Evaluation via an Error-Injected Robustness Metric. | Lidong Guo, Zhenhua Zhu, Qiushi Lin, Yuan Xie, Huazhong Yang, Wangyang Fu, Yu Wang |
| 2025 | ICCV | FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Vision Language Models. | Tianyu Fu, Tengxuan Liu, Qinghao Han, Guohao Dai, Shengen Yan, Huazhong Yang, Xuefei Ning, Yu Wang |
| 2025 | ICLR | Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better. | Enshu Liu, Junyi Zhu, Zinan Lin, Xuefei Ning, Shuaiqi Wang, Matthew B. Blaschko, Sergey Yekhanin, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang |
| 2025 | ICLR | ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation. | 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 |
| 2025 | ISCAS | LTPS-TFT-Based In-Sensor Compression with Spatiotemporal Differencing Optimization. | Deyun Chen, Wenjun Tang, Jialong Liu, Xueqing Li, Sheng Zhang, Huazhong Yang |
| 2025 | ISCAS | Kung-Fu: An Energy-Efficient Compute-In-Memory Approach for Neural Network Inference Using Multi-Level Binary Computing Fusion. | Tianyu Liao, Yiming Chen, Wenjun Tang, Zhonghao Chen, Yu Wang, Huazhong Yang, Xueqing Li |
| 2025 | ISCAS | A Threshold-Voltage Compensation Circuit for Organic Thin-Film Transistor Active-Matrix Neurostimulation System. | Shikai Wang, Bowen Liu, Xueqing Li, Huazhong Yang, Yongpan Liu, Chen Jiang |
| 2025 | ISCAS | 3D-Domino: Ultra-Dense High-Accuracy 3D eDRAM-ROM Compute-In-Memory Based on CAA-IGZO TFT for Edge Large-Scale Model Inference. | Zhuoya Wang, Wenjun Tang, Chen Jiang, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li |
| 2025 | MICRO | REACT3D: Real-time Edge Accelerator for Incremental Training in 3D Gaussian Splatting based SLAM Systems. | Hongyi Wang, Zhenhua Zhu, Tianchen Zhao, Yunfei Xiang, Zehao Wang, Jincheng Yu, Huazhong Yang, Yuan Xie, Yu Wang |
| 2024 | AAAI | Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning. | Jiayu Chen, Zelai Xu, Yunfei Li, Chao Yu, Jiaming Song, Huazhong Yang, Fei Fang, Yu Wang, Yi Wu |
| 2024 | ASPDAC | ZEBRA: A Zero-Bit Robust-Accumulation Compute-In-Memory Approach for Neural Network Acceleration Utilizing Different Bitwise Patterns. | Yiming Chen, Guodong Yin, Hongtao Zhong, Mingyen Lee, Huazhong Yang, Sumitha George, Vijaykrishnan Narayanan, Xueqing Li |
| 2024 | ASPLOS | FEASTA: A Flexible and Efficient Accelerator for Sparse Tensor Algebra in Machine Learning. | 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 |
| 2024 | CCS | CiMSAT: Exploiting SAT Analysis to Attack Compute-in-Memory Architecture Defenses. | Jianfeng Wang, Huazhong Yang, Shuwen Deng, Xueqing Li |
| 2024 | CVPR | FlashEval: Towards Fast and Accurate Evaluation of Text-to-Image Diffusion Generative Models. | Lin Zhao, Tianchen Zhao, Zinan Lin, Xuefei Ning, Guohao Dai, Huazhong Yang, Yu Wang |
| 2024 | DAC | Cross-Layer Exploration and Chip Demonstration of In-Sensor Computing for Large-Area Applications with Differential-Frame ROM-Based Compute-In-Memory. | Jialong Liu, Wenjun Tang, Deyun Chen, Chen Jiang, Huazhong Yang, Xueqing Li |
| 2024 | DAC | DySpMM: From Fix to Dynamic for Sparse Matrix-Matrix Multiplication Accelerators. | Hongyi Wang, Kai Zhong, Haoyu Zhang, Shulin Zeng, Zhenhua Zhu, Xinhao Yang, Shuang Wang, Guohao Dai, Huazhong Yang, Yu Wang |
| 2024 | DATE | CafeHD: A Charge-Domain FeFET-Based Compute-in-Memory Hyperdimensional Encoder with Hypervector Merging. | Taixin Li, Hongtao Zhong, Juejian Wu, Thomas Kmpfe, Kai Ni, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li |
| 2024 | DATE | TroScan: Enhancing On-Chip Delivery Resilience to Physical Attack Through Frequency-Triggered Key Generation. | Jianfeng Wang, Shuwen Deng, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li |
| 2024 | DATE | DyPIM: Dynamic-Inference-Enabled Processing - In-Memory Accelerator. | Tongxin Xie, Tianchen Zhao, Zhenhua Zhu, Xuefei Ning, Bing Li, Guohao Dai, Huazhong Yang, Yu Wang |
| 2024 | ICCAD | Towards Floating Point-Based Attention-Free LLM: Hybrid PIM with Non-Uniform Data Format and Reduced Multiplications. | Lidong Guo, Zhenhua Zhu, Tengxuan Liu, Xuefei Ning, Shiyao Li, Guohao Dai, Huazhong Yang, Wangyang Fu, Yu Wang |
| 2024 | ICCAD | REMNA: Variation-Resilient and Energy-Efficient MLC FeFET Computing-in-Memory Using NAND Flash-Like Read and Adaptive Control. | Taixin Li, Hongtao Zhong, Yixin Xu, Vijaykrishnan Narayanan, Kai Ni, Huazhong Yang, Thomas Kmpfe, Xueqing Li |
| 2024 | ICCAD | NAND-Tree: A 3D NAND Flash Based Processing In Memory Accelerator for Tree-Based Models on Large-Scale Tabular Data. | Hongtao Zhong, Taixin Li, Yiming Chen, Wenjun Tang, Juejian Wu, Huazhong Yang, Xueqing Li |
| 2024 | ICLR | A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models. | Enshu Liu, Xuefei Ning, Huazhong Yang, Yu Wang |
| 2024 | ICLR | Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation. | Xuefei Ning, Zinan Lin, Zixuan Zhou, Zifu Wang, Huazhong Yang, Yu Wang |
| 2024 | ICML | Evaluating Quantized Large Language Models. | Shiyao Li, Xuefei Ning, Luning Wang, Tengxuan Liu, Xiangsheng Shi, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang |
| 2024 | ISCAS | A 1024-Channel Neurostimulation System Enabled by Photolithographic Organic Thin-Film Transistors with High Uniformity. | Bowen Liu, Yangkun Hou, Yueshan Qin, Jiwei Zou, Hanbin Ma, Yongpan Liu, Huazhong Yang, Xueqing Li, Chen Jiang |
| 2024 | WACV | TCP: Triplet Contrastive-relationship Preserving for Class-Incremental Learning. | Shiyao Li, Xuefei Ning, Shanghang Zhang, Lidong Guo, Tianchen Zhao, Huazhong Yang, Yu Wang |
| 2023 | AAAI | Ensemble-in-One: Ensemble Learning within Random Gated Networks for Enhanced Adversarial Robustness. | Yi Cai, Xuefei Ning, Huazhong Yang, Yu Wang |
| 2023 | AAAI | Memory-Oriented Structural Pruning for Efficient Image Restoration. | Xiangsheng Shi, Xuefei Ning, Lidong Guo, Tianchen Zhao, Enshu Liu, Yi Cai, Yuhan Dong, Huazhong Yang, Yu Wang |
| 2023 | ASPDAC | NTGAT: A Graph Attention Network Accelerator with Runtime Node Tailoring. | Wentao Hou, Kai Zhong, Shulin Zeng, Guohao Dai, Huazhong Yang, Yu Wang |
| 2023 | ASPDAC | Block-Wise Dynamic-Precision Neural Network Training Acceleration via Online Quantization Sensitivity Analytics. | Ruoyang Liu, Chenhan Wei, Yixiong Yang, Wenxun Wang, Huazhong Yang, Yongpan Liu |
| 2023 | DAC | Victor: A Variation-resilient Approach Using Cell-Clustered Charge-domain computing for High-density High-throughput MLC CiM. | Mingyen Lee, Wenjun Tang, Yiming Chen, Juejian Wu, Hongtao Zhong, Yixin Xu, Yongpan Liu, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li |
| 2023 | DAC | Memory-Efficient and Real-Time SPAD-based dToF Depth Sensor with Spatial and Statistical Correlation. | Shiyao Li, Zhenhua Zhu, Yu Zhu, Qingpeng Zhu, Jiangwei Zhang, Wenxiu Sun, Guohao Dai, Fei Qiao, Huazhong Yang, Yu Wang |
| 2023 | DAC | ASMCap: An Approximate String Matching Accelerator for Genome Sequence Analysis Based on Capacitive Content Addressable Memory. | Hongtao Zhong, Zhonghao Chen, Wenqin Huangfu, Chen Wang, Yixin Xu, Tianyi Wang, Yao Yu, Yongpan Liu, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li |
| 2023 | DAC | Processing-In-Hierarchical-Memory Architecture for Billion-Scale Approximate Nearest Neighbor Search. | Zhenhua Zhu, Jun Liu, Guohao Dai, Shulin Zeng, Bing Li, Huazhong Yang, Yu Wang |
| 2023 | DAC | PIM-HLS: An Automatic Hardware Generation Tool for Heterogeneous Processing-In-Memory-based Neural Network Accelerators. | Yu Zhu, Zhenhua Zhu, Guohao Dai, Fengbin Tu, Hanbo Sun, Kwang-Ting Cheng, Huazhong Yang, Yu Wang |
| 2023 | DATE | CLAP: Locality Aware and Parallel Triangle Counting with Content Addressable Memory. | Tianyu Fu, Chiyue Wei, Zhenhua Zhu, Shang Yang, Zhongming Yu, Guohao Dai, Huazhong Yang, Yu Wang |
| 2023 | DATE | Minimizing Communication Conflicts in Network-On-Chip Based Processing-In-Memory Architecture. | Hanbo Sun, Tongxin Xie, Zhenhua Zhu, Guohao Dai, Huazhong Yang, Yu Wang |
| 2023 | HPCA | Realizing Extreme Endurance Through Fault-aware Wear Leveling and Improved Tolerance. | Jiangwei Zhang, Chong Wang, Zhenhua Zhu, Donald Kline, Alex K. Jones, Huazhong Yang, Yu Wang |
| 2023 | ICCAD | TSTC: Two-Level Sparsity Tensor Core Enabling both Algorithm Flexibility and Hardware Efficiency. | Jun Liu, Guohao Dai, Hao Xia, Lidong Guo, Xiangsheng Shi, Jiaming Xu, Huazhong Yang, Yu Wang |
| 2023 | ICCAD | Lowering Latency of Embedded Memory by Exploiting In-Cell Victim Cache Hierarchy Based on Emerging Multi-Level Memory Devices. | Juejian Wu, Tianyu Liao, Taixin Li, Yixin Xu, Vijaykrishnan Narayanan, Yongpan Liu, Huazhong Yang, Xueqing Li |
| 2023 | ICCV | Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection. | Tianchen Zhao, Xuefei Ning, Ke Hong, Zhongyuan Qiu, Pu Lu, Yali Zhao, Linfeng Zhang, Lipu Zhou, Guohao Dai, Huazhong Yang, Yu Wang |
| 2023 | ICML | OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models. | Enshu Liu, Xuefei Ning, Zinan Lin, Huazhong Yang, Yu Wang |
| 2023 | MICRO | DF-GAS: a Distributed FPGA-as-a-Service Architecture towards Billion-Scale Graph-based Approximate Nearest Neighbor Search. | Shulin Zeng, Zhenhua Zhu, Jun Liu, Haoyu Zhang, Guohao Dai, Zixuan Zhou, Shuangchen Li, Xuefei Ning, Yuan Xie, Huazhong Yang, Yu Wang |
| 2022 | ASPDAC | Sparsity-Aware Non-Volatile Computing-In-Memory Macro with Analog Switch Array and Low-Resolution Current-Mode ADC. | Yuxuan Huang, Yifan He, Jinshan Yue, Wenyu Sun, Huazhong Yang, Yongpan Liu |
| 2022 | ASPDAC | Toward Low-Bit Neural Network Training Accelerator by Dynamic Group Accumulation. | Yixiong Yang, Ruoyang Liu, Wenyu Sun, Jinshan Yue, Huazhong Yang, Yongpan Liu |
| 2022 | DAC | YOLoC: deploy large-scale neural network by ROM-based computing-in-memory using residual branch on a chip. | Yiming Chen, Guodong Yin, Zhanhong Tan, Mingyen Lee, Zekun Yang, Yongpan Liu, Huazhong Yang, Kaisheng Ma, Xueqing Li |
| 2022 | DAC | Heuristic adaptability to input dynamics for SpMM on CPUs. | Guohao Dai, Guyue Huang, Shang Yang, Zhongming Yu, Hengrui Zhang, Yufei Ding, Yuan Xie, Huazhong Yang, Yu Wang |
| 2022 | DATE | Gibbon: Efficient Co-Exploration of NN Model and Processing-In-Memory Architecture. | Hanbo Sun, Chenyu Wang, Zhenhua Zhu, Xuefei Ning, Guohao Dai, Huazhong Yang, Yu Wang |
| 2022 | DATE | Exploiting Parallelism with Vertex-Clustering in Processing-In-Memory-based GCN Accelerators. | Yu Zhu, Zhenhua Zhu, Guohao Dai, Kai Zhong, Huazhong Yang, Yu Wang |
| 2022 | ECCV | Learning Efficient Multi-agent Cooperative Visual Exploration. | Chao Yu, Xinyi Yang, Jiaxuan Gao, Huazhong Yang, Yu Wang, Yi Wu |
| 2022 | ECCV | CLOSE: Curriculum Learning on the Sharing Extent Towards Better One-Shot NAS. | Zixuan Zhou, Xuefei Ning, Yi Cai, Jiashu Han, Yiping Deng, Yuhan Dong, Huazhong Yang, Yu Wang |
| 2022 | ICCAD | Hidden-ROM: A Compute-in-ROM Architecture to Deploy Large-Scale Neural Networks on Chip with Flexible and Scalable Post-Fabrication Task Transfer Capability. | Yiming Chen, Guodong Yin, Mingyen Lee, Wenjun Tang, Zekun Yang, Yongpan Liu, Huazhong Yang, Xueqing Li |
| 2022 | ICIP | SAVE: Spatial-Attention Visual Exploration. | Xinyi Yang, Chao Yu, Jiaxuan Gao, Yu Wang, Huazhong Yang |
| 2022 | ISCA | DIMMining: pruning-efficient and parallel graph mining on near-memory-computing. | Guohao Dai, Zhenhua Zhu, Tianyu Fu, Chiyue Wei, Bangyan Wang, Xiangyu Li, Yuan Xie, Huazhong Yang, Yu Wang |
| 2022 | ICRA | Explore-Bench: Data Sets, Metrics and Evaluations for Frontier-based and Deep-reinforcement-learning-based Autonomous Exploration. | Yuanfan Xu, Jincheng Yu, Jiahao Tang, Jiantao Qiu, Jian Wang, Yuan Shen, Yu Wang, Huazhong Yang |
| 2022 | ISCAS | An 8T/Cell FeFET-Based Nonvolatile SRAM with Improved Density and Sub-fJ Backup and Restore Energy. | Jianfeng Wang, Nuo Xiu, Juejian Wu, Yiming Chen, Yanan Sun, Huazhong Yang, Vijaykrishnan Narayanan, Sumitha George, Xueqing Li |
| 2022 | MDM | Optimizing Graph-based Approximate Nearest Neighbor Search: Stronger and Smarter. | Jun Liu, Zhenhua Zhu, Jingbo Hu, Hanbo Sun, Li Liu, Lingzhi Liu, Guohao Dai, Huazhong Yang, Yu Wang |
| 2022 | VCIP | Distribution-aware Low-bit Quantization for 3D Point Cloud Networks. | Dingchang Hu, Siang Chen, Huazhong Yang, Guijin Wang |
| 2021 | ASPDAC | Block-Circulant Neural Network Accelerator Featuring Fine-Grained Frequency-Domain Quantization and Reconfigurable FFT Modules. | Yifan He, Jinshan Yue, Yongpan Liu, Huazhong Yang |
| 2021 | ASPDAC | A Non-Volatile Computing-In-Memory Framework With Margin Enhancement Based CSA and Offset Reduction Based ADC. | Yuxuan Huang, Yifan He, Jinshan Yue, Huazhong Yang, Yongpan Liu |
| 2021 | ASPDAC | Efficient Computing Platform Design for Autonomous Driving Systems. | Shuang Liang, Changcheng Tang, Xuefei Ning, Shulin Zeng, Jincheng Yu, Yu Wang, Kaiyuan Guo, Diange Yang, Tianyi Lu, Huazhong Yang |
| 2021 | ASPDAC | Puncturing the memory wall: Joint optimization of network compression with approximate memory for ASR application. | Qin Li, Peiyan Dong, Zijie Yu, Changlu Liu, Fei Qiao, Yanzhi Wang, Huazhong Yang |
| 2021 | ASPDAC | Reliability-Aware Training and Performance Modeling for Processing-In-Memory Systems. | Hanbo Sun, Zhenhua Zhu, Yi Cai, Shulin Zeng, Kaizhong Qiu, Yu Wang, Huazhong Yang |
| 2021 | DAC | PETRI: Reducing Bandwidth Requirement in Smart Surveillance by Edge-Cloud Collaborative Adaptive Frame Clustering and Pipelined Bidirectional Tracking. | Ruoyang Liu, Lu Zhang, Jingyu Wang, Huazhong Yang, Yongpan Liu |
| 2021 | DATE | Dynamic Ternary Content-Addressable Memory Is Indeed Promising: Design and Benchmarking Using Nanoelectromechanical Relays. | Hongtao Zhong, Shengjie Cao, Huazhong Yang, Xueqing Li |
| 2021 | FCCM | GAME: Gaussian Mixture Model Mapping and Navigation Engine on Embedded FPGA. | Yuanfan Xu, Zhaoliang Zhang, Jincheng Yu, Jianfei Cao, Haolin Dong, Zhengfeng Huang, Yu Wang, Huazhong Yang |
| 2021 | FPGA | 3M-AI: A Multi-task and Multi-core Virtualization Framework for Multi-FPGA AI Systems in the Cloud. | Shulin Zeng, Guohao Dai, Hanbo Sun, Jun Liu, Hongren Zheng, Yusong Wu, Fan Zhang, Xinhao Yang, Yi Cai, Yu Wang, Huazhong Yang |
| 2021 | ICCD | Exploiting Online Locality and Reduction Parallelism for Sampled Dense Matrix Multiplication on GPUs. | Zhongming Yu, Guohao Dai, Guyue Huang, Yu Wang, Huazhong Yang |
| 2021 | ISCAS | Dynamic Switching Sequence to Compensate the Integral Nonlinearity in Current-Steering DACs. | Yang Liu, Yushen Fu, Chengyu Huang, Huazhong Yang, Xueqing Li |
| 2021 | ISCAS | Almost-Nonvolatile IGZO-TFT-Based Near-Sensor In-Memory Computing. | Jialong Liu, Wenjun Tang, Yongpan Liu, Huazhong Yang, Xueqing Li |
| 2021 | ISCAS | Reducing Signal Swing Overheads to Only 8% in Background 3 | Zekun Yang, Pei Yang, Xiumei Yin, Xueqing Li, Huazhong Yang |
| 2020 | ASPDAC | FTT-NAS: Discovering Fault-Tolerant Neural Architecture. | Wenshuo Li, Xuefei Ning, Guangjun Ge, Xiaoming Chen, Yu Wang, Huazhong Yang |
| 2020 | ASPDAC | An Energy-Efficient Quantized and Regularized Training Framework For Processing-In-Memory Accelerators. | Hanbo Sun, Zhenhua Zhu, Yi Cai, Xiaoming Chen, Yu Wang, Huazhong Yang |
| 2020 | ASPDAC | Adaptive Circuit Approaches to Low-Power Multi-Level/Cell FeFET Memory. | Juejian Wu, Yixin Xu, Bowen Xue, Yu Wang, Yongpan Liu, Huazhong Yang, Xueqing Li |
| 2020 | ASPDAC | Black Box Search Space Profiling for Accelerator-Aware Neural Architecture Search. | Shulin Zeng, Hanbo Sun, Yu Xing, Xuefei Ning, Yi Shan, Xiaoming Chen, Yu Wang, Huazhong Yang |
| 2020 | CoRL | Attentional Separation-and-Aggregation Network for Self-supervised Depth-Pose Learning in Dynamic Scenes. | Feng Gao, Jincheng Yu, Hao Shen, Yu Wang, Huazhong Yang |
| 2020 | DAC | High PE Utilization CNN Accelerator with Channel Fusion Supporting Pattern-Compressed Sparse Neural Networks. | Jingyu Wang, Songming Yu, Jinshan Yue, Zhe Yuan, Zhuqing Yuan, Huazhong Yang, Xueqing Li, Yongpan Liu |
| 2020 | DAC | Utilizing Direct Photocurrent Computation and 2D Kernel Scheduling to Improve In-Sensor-Processing Efficiency. | Han Xu, Maimaiti Nazhamaiti, Yidong Liu, Fei Qiao, Qi Wei, Xinjun Liu, Huazhong Yang |
| 2020 | DAC | INCA: INterruptible CNN Accelerator for Multi-tasking in Embedded Robots. | Jincheng Yu, Zhilin Xu, Shulin Zeng, Chao Yu, Jiantao Qiu, Chaoyang Shen, Yuanfan Xu, Guohao Dai, Yu Wang, Huazhong Yang |
| 2020 | DATE | Design of Almost-Nonvolatile Embedded DRAM Using Nanoelectromechanical Relay Devices. | Hongtao Zhong, Mingyang Gu, Juejian Wu, Huazhong Yang, Xueqing Li |
| 2020 | ECCV | DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation. | Xuefei Ning, Tianchen Zhao, Wenshuo Li, Peng Lei, Yu Wang, Huazhong Yang |
| 2020 | ECCV | A Generic Graph-Based Neural Architecture Encoding Scheme for Predictor-Based NAS. | Xuefei Ning, Yin Zheng, Tianchen Zhao, Yu Wang, Huazhong Yang |
| 2020 | ECCV | High-Quality Single-Model Deep Video Compression with Frame-Conv3D and Multi-frame Differential Modulation. | Wenyu Sun, Chen Tang, Weigui Li, Zhuqing Yuan, Huazhong Yang, Yongpan Liu |
| 2020 | FCCM | CNN-based Feature-point Extraction for Real-time Visual SLAM on Embedded FPGA. | Zhilin Xu, Jincheng Yu, Chao Yu, Hao Shen, Yu Wang, Huazhong Yang |
| 2020 | FCCM | Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud. | Shulin Zeng, Guohao Dai, Hanbo Sun, Kai Zhong, Guangjun Ge, Kaiyuan Guo, Yu Wang, Huazhong Yang |
| 2020 | FPGA | INCAME: INterruptible CNN Accelerator for Multi-robot Exploration. | Jincheng Yu, Zhilin Xu, Shulin Zeng, Chao Yu, Jiantao Qiu, Chaoyang Shen, Yuanfan Xu, Guohao Dai, Yu Wang, Huazhong Yang |
| 2020 | FPGA | Enable Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud. | Shulin Zeng, Guohao Dai, Kai Zhong, Hanbo Sun, Guangjun Ge, Kaiyuan Guo, Yu Wang, Huazhong Yang |
| 2020 | ISCAS | RL Based Network Accelerator Compiler for Joint Compression Hyper-Parameter Search. | Xiaoyu Feng, Jinshan Yue, Zhe Yuan, Huazhong Yang, Yongpan Liu |
| 2020 | ISCAS | An Energy-Efficient Flexible Capacitive Pressure Sensing System. | Yuxuan Huang, Qinghang Zhao, Xiyuan Tang, Fang Su, Nan Sun, Huazhong Yang, Yongpan Liu |
| 2020 | ISLPED | FeFET-based low-power bitwise logic-in-memory with direct write-back and data-adaptive dynamic sensing interface. | Mingyen Lee, Wenjun Tang, Bowen Xue, Juejian Wu, Mingyuan Ma, Yu Wang, Yongpan Liu, Deliang Fan, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li |
| 2020 | ISLPED | NS-KWS: joint optimization of near-sensor processing architecture and low-precision GRU for always-on keyword spotting. | Qin Li, Sheng Lin, Changlu Liu, Yidong Liu, Fei Qiao, Yanzhi Wang, Huazhong Yang |
| 2020 | ISLPED | Multi-channel precision-sparsity-adapted inter-frame differential data codec for video neural network processor. | Yixiong Yang, Zhe Yuan, Fang Su, Fanyang Cheng, Zhuqing Yuan, Huazhong Yang, Yongpan Liu |
| 2020 | SC | GE-SpMM: general-purpose sparse matrix-matrix multiplication on GPUs for graph neural networks. | Guyue Huang, Guohao Dai, Yu Wang, Huazhong Yang |
| 2019 | ASPDAC | GraphSAR: a sparsity-aware processing-in-memory architecture for large-scale graph processing on ReRAMs. | Guohao Dai, Tianhao Huang, Yu Wang, Huazhong Yang, John Wawrzynek |
| 2019 | ASPDAC | An N-way group association architecture and sparse data group association load balancing algorithm for sparse CNN accelerators. | Jingyu Wang, Zhe Yuan, Ruoyang Liu, Huazhong Yang, Yongpan Liu |
| 2019 | ASPDAC | AERIS: area/energy-efficient 1T2R ReRAM based processing-in-memory neural network system-on-a-chip. | Jinshan Yue, Yongpan Liu, Fang Su, Shuangchen Li, Zhe Yuan, Zhibo Wang, Wenyu Sun, Xueqing Li, Huazhong Yang |
| 2019 | DAC | A 3T/Cell Practical Embedded Nonvolatile Memory Supporting Symmetric Read and Write Access Based on Ferroelectric FETs. | Juejian Wu, Hongtao Zhong, Kai Ni, Yongpan Liu, Huazhong Yang, Xueqing Li |
| 2019 | DAC | A Configurable Multi-Precision CNN Computing Framework Based on Single Bit RRAM. | Zhenhua Zhu, Hanbo Sun, Yujun Lin, Guohao Dai, Lixue Xia, Song Han, Yu Wang, Huazhong Yang |
| 2019 | FPGA | Compressed CNN Training with FPGA-based Accelerator. | Kaiyuan Guo, Shuang Liang, Jincheng Yu, Xuefei Ning, Wenshuo Li, Yu Wang, Huazhong Yang |
| 2019 | FPGA | A Fine-Grained Sparse Accelerator for Multi-Precision DNN. | Shulin Zeng, Yujun Lin, Shuang Liang, Junlong Kang, Dongliang Xie, Yi Shan, Song Han, Yu Wang, Huazhong Yang |
| 2019 | ICASSP | Concrete: A Per-layer Configurable Framework for Evaluating DNN with Approximate Operators. | Zheyu Liu, Guihong Li, Fei Qiao, Qi Wei, Ping Jin, Xinjun Liu, Huazhong Yang |
| 2019 | ICCAD | Enabling Secure in-Memory Neural Network Computing by Sparse Fast Gradient Encryption. | Yi Cai, Xiaoming Chen, Lu Tian, Yu Wang, Huazhong Yang |
| 2019 | ICCAD | INA: Incremental Network Approximation Algorithm for Limited Precision Deep Neural Networks. | Zheyu Liu, Kaige Jia, Weiqiang Liu, Qi Wei, Fei Qiao, Huazhong Yang |
| 2019 | ICCAD | A General Logic Synthesis Framework for Memristor-based Logic Design. | Zhenhua Zhu, Mingyuan Ma, Jialong Liu, Liying Xu, Xiaoming Chen, Yuchao Yang, Yu Wang, Huazhong Yang |
| 2018 | ASPDAC | Training low bitwidth convolutional neural network on RRAM. | Yi Cai, Tianqi Tang, Lixue Xia, Ming Cheng, Zhenhua Zhu, Yu Wang, Huazhong Yang |
| 2018 | ASPDAC | Mechanical strain and temperature aware design methodology for thin-film transistor based pseudo-CMOS logic array. | Wenyu Sun, Yuxuan Huang, Qinghang Zhao, Fei Qiao, Tsung-Yi Ho, Xiaojun Guo, Huazhong Yang, Yongpan Liu |
| 2018 | BMVC | Bi-stream Region Ensemble Network: Promoting Accuracy in Fingertip Localization from Stereo Images. | Cairong Zhang, Guijin Wang, Xinghao Chen, Huazhong Yang |
| 2018 | DAC | Long live TIME: improving lifetime for training-in-memory engines by structured gradient sparsification. | Yi Cai, Yujun Lin, Lixue Xia, Xiaoming Chen, Song Han, Yu Wang, Huazhong Yang |
| 2018 | DAC | Calibrating process variation at system level with in-situ low-precision transfer learning for analog neural network processors. | Kaige Jia, Zheyu Liu, Qi Wei, Fei Qiao, Xinjun Liu, Yi Yang, Hua Fan, Huazhong Yang |
| 2018 | DATE | HyVE: Hybrid vertex-edge memory hierarchy for energy-efficient graph processing. | Tianhao Huang, Guohao Dai, Yu Wang, Huazhong Yang |
| 2018 | DATE | Rescuing memristor-based computing with non-linear resistance levels. | Jilan Lin, Lixue Xia, Zhenhua Zhu, Hanbo Sun, Yi Cai, Hui Gao, Ming Cheng, Xiaoming Chen, Yu Wang, Huazhong Yang |
| 2018 | DATE | Real-time object detection towards high power efficiency. | Jincheng Yu, Kaiyuan Guo, Yiming Hu, Xuefei Ning, Jiantao Qiu, Huizi Mao, Song Yao, Tianqi Tang, Boxun Li, Yu Wang, Huazhong Yang |
| 2018 | ECCV | Spatial-Temporal Attention Res-TCN for Skeleton-Based Dynamic Hand Gesture Recognition. | Jingxuan Hou, Guijin Wang, Xinghao Chen, Jing-Hao Xue, Rui Zhu, Huazhong Yang |
| 2018 | FCCM | NewGraph: Balanced Large-Scale Graph Processing on FPGAs with Low Preprocessing Overheads. | Guohao Dai, Tianhao Huang, Yu Wang, Huazhong Yang, John Wawrzynek |
| 2018 | ICCAD | Mixed size crossbar based RRAM CNN accelerator with overlapped mapping method. | Zhenhua Zhu, Jilan Lin, Ming Cheng, Lixue Xia, Hanbo Sun, Xiaoming Chen, Yu Wang, Huazhong Yang |
| 2018 | ICIP | Scene-Adaptive Image Acquisition for Focus Stacking. | Wentao Li, Guijin Wang, Xiaowei Hu, Huazhong Yang |
| 2018 | ICIP | MINTIN: Maxout-Based and Input-Normalized Transformation Invariant Neural Network. | Jingyang Zhang, Kaige Jia, Pengshuai Yang, Fei Qiao, Qi Wei, Xinjun Liu, Huazhong Yang |
| 2018 | ISCAS | A 2-GHz Direct Digital Frequency Synthesizer Based on LUT and Rotation. | Yixiong Yang, Zhibo Wang, Pei Yang, Meng-Fan Chang, Mon-Shu Ho, Huazhong Yang, Yongpan Liu |
| 2018 | ISCAS | An Auto Loss Compensation System for Non-contact Capacitive Coupled Body Channel Communication. | Jian Zhao, Jingna Mao, Tong Zhou, Longqiang Lai, Huazhong Yang, Bo Zhao |
| 2018 | SENSYS | An extensible system simulator for intermittently-powered multiple-peripheral IoT devices. | Tongda Wu, Lefan Zhang, Huazhong Yang, Yongpan Liu |
| 2017 | ASPDAC | Computation-oriented fault-tolerance schemes for RRAM computing systems. | Wenqin Huangfu, Lixue Xia, Ming Cheng, Xiling Yin, Tianqi Tang, Boxun Li, Krishnendu Chakrabarty, Yuan Xie, Yu Wang, Huazhong Yang |
| 2017 | ASPDAC | Binary convolutional neural network on RRAM. | Tianqi Tang, Lixue Xia, Boxun Li, Yu Wang, Huazhong Yang |
| 2017 | DAC | TIME: A Training-in-memory Architecture for Memristor-based Deep Neural Networks. | Ming Cheng, Lixue Xia, Zhenhua Zhu, Yi Cai, Yuan Xie, Yu Wang, Huazhong Yang |
| 2017 | DAC | Design Methodology for Thin-Film Transistor Based Pseudo-CMOS Logic Array with Multi-Layer Interconnect Architecture. | Qinghang Zhao, Yongpan Liu, Wenyu Sun, Jiaqing Zhao, Hailong Yao, Xiaojun Guo, Huazhong Yang |
| 2017 | FPGA | ForeGraph: Exploring Large-scale Graph Processing on Multi-FPGA Architecture. | Guohao Dai, Tianhao Huang, Yuze Chi, Ningyi Xu, Yu Wang, Huazhong Yang |
| 2017 | FPGA | ESE: Efficient Speech Recognition Engine with Sparse LSTM on FPGA. | Song Han, Junlong Kang, Huizi Mao, Yiming Hu, Xin Li, Yubin Li, Dongliang Xie, Hong Luo, Song Yao, Yu Wang, Huazhong Yang, William (Bill) J. Dally |
| 2017 | ICCAD | CNN-based pattern recognition on nonvolatile IoT platform for smart ultraviolet monitoring: (Invited paper). | Jinyang Li, Qingwei Guo, Fang Su, Zhe Yuan, Jinshan Yue, Jingtong Hu, Huazhong Yang, Yongpan Liu |
| 2017 | ICIG | Depth-Based Focus Stacking with Labeled-Laplacian Propagation. | Wentao Li, Guijin Wang, Xuanwu Yin, Xiaowei Hu, Huazhong Yang |
| 2017 | ICIP | Region ensemble network: Improving convolutional network for hand pose estimation. | Hengkai Guo, Guijin Wang, Xinghao Chen, Cairong Zhang, Fei Qiao, Huazhong Yang |
| 2017 | ISCAS | From "MISSION: IMPOSSIBLE" to mission possible: Fully flexible intelligent contact lens for image classification with analog-to-information processing. | Qin Li, Zheyu Liu, Fei Qiao, Xing Wu, Chaolun Wang, Qi Wei, Huazhong Yang |
| 2017 | ISCAS | An 8b 0.8kS/s configurable VCO-based ADC using oxide TFTs with Inkjet printing interconnection. | Wenyu Sun, Qinghang Zhao, Fei Qiao, Yongpan Liu, Huazhong Yang, Xiaojun Guo, Lei Zhou, Lei Wang |
| 2017 | ISLPED | CORAL: Coarse-grained reconfigurable architecture for Convolutional Neural Networks. | Zhe Yuan, Yongpan Liu, Jinshan Yue, Jinyang Li, Huazhong Yang |
| 2017 | VCIP | Two-stream binocular network: Accurate near field finger detection based on binocular images. | Yi Wei, Guijin Wang, Cairong Zhang, Hengkai Guo, Xinghao Chen, Huazhong Yang |
| 2016 | ASPDAC | NVPsim: A simulator for architecture explorations of nonvolatile processors. | Yizi Gu, Yongpan Liu, Yiqun Wang, Hehe Li, Huazhong Yang |
| 2016 | ASPDAC | CP-FPGA: Computation data-aware software/hardware co-design for nonvolatile FPGAs based on checkpointing techniques. | Zhe Yuan, Yongpan Liu, Hehe Li, Huazhong Yang |
| 2016 | CASES | RRAM based learning acceleration. | Yu Wang, Lixue Xia, Ming Cheng, Tianqi Tang, Boxun Li, Huazhong Yang |
| 2016 | DAC | Performance-aware task scheduling for energy harvesting nonvolatile processors considering power switching overhead. | Hehe Li, Yongpan Liu, Chenchen Fu, Chun Jason Xue, Donglai Xiang, Jinshan Yue, Jinyang Li, Daming Zhang, Jingtong Hu, Huazhong Yang |
| 2016 | DAC | HW/SW co-design of nonvolatile IO system in energy harvesting sensor nodes for optimal data acquisition. | Zewei Li, Yongpan Liu, Daming Zhang, Chun Jason Xue, Zhangyuan Wang, Xin Shi, Wenyu Sun, Jiwu Shu, Huazhong Yang |
| 2016 | DAC | Switched by input: power efficient structure for RRAM-based convolutional neural network. | Lixue Xia, Tianqi Tang, Wenqin Huangfu, Ming Cheng, Xiling Yin, Boxun Li, Yu Wang, Huazhong Yang |
| 2016 | DATE | Sparsity-oriented sparse solver design for circuit simulation. | Xiaoming Chen, Lixue Xia, Yu Wang, Huazhong Yang |
| 2016 | DATE | MNSIM: Simulation platform for memristor-based neuromorphic computing system. | Lixue Xia, Boxun Li, Tianqi Tang, Peng Gu, Xiling Yin, Wenqin Huangfu, Pai-Yu Chen, Shimeng Yu, Yu Cao, Yu Wang, Yuan Xie, Huazhong Yang |
| 2016 | FPGA | FPGP: Graph Processing Framework on FPGA A Case Study of Breadth-First Search. | Guohao Dai, Yuze Chi, Yu Wang, Huazhong Yang |
| 2016 | FPGA | Going Deeper with Embedded FPGA Platform for Convolutional Neural Network. | Jiantao Qiu, Jie Wang, Song Yao, Kaiyuan Guo, Boxun Li, Erjin Zhou, Jincheng Yu, Tianqi Tang, Ningyi Xu, Sen Song, Yu Wang, Huazhong Yang |
| 2016 | FPL | SRI-SURF: A better SURF powered by scaled-RAM interpolator on FPGA. | Xijie Jia, Kaiyuan Guo, Wenqiang Wang, Yu Wang, Huazhong Yang |
| 2016 | FPL | Approximate Frequent Itemset Mining for streaming data on FPGA. | Yubin Li, Yuliang Sun, Guohao Dai, Qiang Xu, Yu Wang, Huazhong Yang |
| 2016 | ICASSP | A precision-improved processing architecture of physical computing for energy-efficient SIFT feature extraction. | Yi Li, Fei Qiao, Xinghua Yang, Qi Wei, Huazhong Yang |
| 2016 | BSN | Accurate personal ultraviolet dose estimation with multiple wearable sensors. | Jinyang Li, Yongpan Liu, Hehe Li, Rui Hua, Chun Jason Xue, Hyung Gyu Lee, Huazhong Yang |
| 2016 | ICDE | NXgraph: An efficient graph processing system on a single machine. | Yuze Chi, Guohao Dai, Yu Wang, Guangyu Sun, Guoliang Li, Huazhong Yang |
| 2016 | ISCAS | A self-adaptive body channel communication scheme for backward path loss reduction. | Jingna Mao, Bo Zhao, Yong Lian, Huazhong Yang |
| 2016 | ISCAS | Low power Convolutional Neural Networks on a chip. | Yu Wang, Lixue Xia, Tianqi Tang, Boxun Li, Song Yao, Ming Cheng, Huazhong Yang |
| 2016 | ISLPED | SATS: An Ultra-Low Power Time Synchronization for Solar Energy Harvesting WSNs. | Tongda Wu, Yongpan Liu, Hehe Li, Chun Jason Xue, Hyung Gyu Lee, Huazhong Yang |
| 2015 | ASPDAC | Technological exploration of RRAM crossbar array for matrix-vector multiplication. | Peng Gu, Boxun Li, Tianqi Tang, Shimeng Yu, Yu Cao, Yu Wang, Huazhong Yang |
| 2015 | ASPDAC | Nonvolatile memory allocation and hierarchy optimization for high-level synthesis. | Shuangchen Li, Ang Li, Yongpan Liu, Yuan Xie, Huazhong Yang |
| 2015 | ASPDAC | Modeling and optimization of low power resonant clock mesh. | Wulong Liu, Guoqing Chen, Yu Wang, Huazhong Yang |
| 2015 | ASPDAC | Design methodology for approximate accumulator based on statistical error model. | Chang Liu, Xinghua Yang, Fei Qiao, Qi Wei, Huazhong Yang |
| 2015 | ASPDAC | An accurate and low-cost PM2.5 estimation method based on Artificial Neural Network. | Lixue Xia, Rong Luo, Bin Zhao, Yu Wang, Huazhong Yang |
| 2015 | CASES | Self-powered wearable sensor node: Challenges and opportunities. | Yongpan Liu, Hehe Li, Xueqing Li, Chun Jason Xue, Yuan Xie, Huazhong Yang |
| 2015 | DAC | A STT-RAM-based low-power hybrid register file for GPGPUs. | Gushu Li, Xiaoming Chen, Guangyu Sun, Henry Hoffmann, Yongpan Liu, Yu Wang, Huazhong Yang |
| 2015 | DAC | Ambient energy harvesting nonvolatile processors: from circuit to system. | Yongpan Liu, Zewei Li, Hehe Li, Yiqun Wang, Xueqing Li, Kaisheng Ma, Shuangchen Li, Meng-Fan Chang, John Sampson, Yuan Xie, Jiwu Shu, Huazhong Yang |
| 2015 | DAC | Merging the interface: power, area and accuracy co-optimization for RRAM crossbar-based mixed-signal computing system. | Boxun Li, Lixue Xia, Peng Gu, Yu Wang, Huazhong Yang |
| 2015 | DAC | Deadline-aware task scheduling for solar-powered nonvolatile sensor nodes with global energy migration. | Daming Zhang, Yongpan Liu, Xiao Sheng, Jinyang Li, Tongda Wu, Chun Jason Xue, Huazhong Yang |
| 2015 | DATE | A fast parallel sparse solver for SPICE-based circuit simulators. | Xiaoming Chen, Yu Wang, Huazhong Yang |
| 2015 | DATE | An energy efficient backup scheme with low inrush current for nonvolatile SRAM in energy harvesting sensor nodes. | Hehe Li, Yongpan Liu, Qinghang Zhao, Yizi Gu, Xiao Sheng, Guangyu Sun, Chao Zhang, Meng-Fan Chang, Rong Luo, Huazhong Yang |
| 2015 | DATE | From device to system: cross-layer design exploration of racetrack memory. | Guangyu Sun, Chao Zhang, Hehe Li, Yue Zhang, Weiqi Zhang, Yizi Gu, Yinan Sun, Jacques-Olivier Klein, Dafine Ravelosona, Yongpan Liu, Weisheng Zhao, Huazhong Yang |
| 2015 | DATE | Spiking neural network with RRAM: can we use it for real-world application? | Tianqi Tang, Lixue Xia, Boxun Li, Rong Luo, Yiran Chen, Yu Wang, Huazhong Yang |
| 2015 | ISCAS | Physical computing circuit with no clock to establish Gaussian pyramid of SIFT algorithm. | Yi Li, Fei Qiao, Qi Wei, Huazhong Yang |
| 2015 | ISCAS | A 14-bit 1.0-GS/s dynamic element matching DAC with >80 dB SFDR up to the Nyquist. | Jianan Liu, Xueqing Li, Qi Wei, Huazhong Yang |
| 2015 | ISCAS | A 5-tissue-layer lumped-element based HBC circuit model compatible to IEEE802.15.6. | Jingna Mao, Bo Zhao, Yong Lian, Huazhong Yang |
| 2015 | ISCAS | An energy-efficient heterogeneous dual-core processor for Internet of Things. | Zhibo Wang, Yongpan Liu, Yinan Sun, Yang Li, Daming Zhang, Huazhong Yang |
| 2015 | ISLPED | Leveraging emerging nonvolatile memory in high-level synthesis with loop transformations. | Shuangchen Li, Ang Li, Yuan Zhe, Yongpan Liu, Peng Li, Guangyu Sun, Yu Wang, Huazhong Yang, Yuan Xie |
| 2015 | ITC | FASTrust: Feature analysis for third-party IP trust verification. | Song Yao, Xiaoming Chen, Jie Zhang, Qiaoyi Liu, Jia Wang, Qiang Xu, Yu Wang, Huazhong Yang |
| 2014 | ASPDAC | Statistical analysis of random telegraph noise in digital circuits. | Xiaoming Chen, Yu Wang, Yu Cao, Huazhong Yang |
| 2014 | ASPDAC | Training itself: Mixed-signal training acceleration for memristor-based neural network. | Boxun Li, Yuzhi Wang, Yu Wang, Yiran Chen, Huazhong Yang |
| 2014 | ASPDAC | Storage-less and converter-less maximum power point tracking of photovoltaic cells for a nonvolatile microprocessor. | Cong Wang, Naehyuck Chang, Younghyun Kim, Sangyoung Park, Yongpan Liu, Hyung Gyu Lee, Rong Luo, Huazhong Yang |
| 2014 | DAC | Run-Time Technique for Simultaneous Aging and Power Optimization in GPGPUs. | Xiaoming Chen, Yu Wang, Yun Liang, Yuan Xie, Huazhong Yang |
| 2014 | DAC | Design Methodologies for 3D Mixed Signal Integrated Circuits: a Practical 12-bit SAR ADC Design Case. | Wulong Liu, Guoqing Chen, Xue Han, Yu Wang, Yuan Xie, Huazhong Yang |
| 2014 | DATE | Energy efficient neural networks for big data analytics. | Yu Wang, Boxun Li, Rong Luo, Yiran Chen, Ningyi Xu, Huazhong Yang |
| 2014 | DATE | ICE: Inline calibration for memristor crossbar-based computing engine. | Boxun Li, Yu Wang, Yiran Chen, Hai (Helen) Li, Huazhong Yang |
| 2014 | FPGA | Accelerating frequent item counting with FPGA. | Yuliang Sun, Zilong Wang, Sitao Huang, Lanjun Wang, Yu Wang, Rong Luo, Huazhong Yang |
| 2014 | ICCD | Intra-task scheduling for storage-less and converter-less solar-powered nonvolatile sensor nodes. | Daming Zhang, Shuangchen Li, Ang Li, Yongpan Liu, Xiaobo Sharon Hu, Huazhong Yang |
| 2014 | IJCNN | Large scale recurrent neural network on GPU. | Boxun Li, Erjin Zhou, Bo Huang, Jiayi Duan, Yu Wang, Ningyi Xu, Jiaxing Zhang, Huazhong Yang |
| 2014 | ISCAS | Register allocation for hybrid register architecture in nonvolatile processors. | Yiqun Wang, Hongyang Jia, Yongpan Liu, Qing'an Li, Chun Jason Xue, Huazhong Yang |
| 2014 | ISCAS | Design of multi-stage latency adders using detection and sequence-dependence between successive calculations. | Xinghua Yang, Fei Qiao, Chang Liu, Qi Wei, Huazhong Yang |
| 2014 | ISCAS | A novel quasi-static channel enhancing technique for body channel communication. | Bo Zhao, Huazhong Yang, Yong Lian |
| 2013 | ASPDAC | Optimal partition with block-level parallelization in C-to-RTL synthesis for streaming applications. | Shuangchen Li, Yongpan Liu, Xiaobo Sharon Hu, Xinyu He, Yining Zhang, Pei Zhang, Huazhong Yang |
| 2013 | ASPDAC | HS3DPG: Hierarchical simulation for 3D P/G network. | Shuai Tao, Xiaoming Chen, Yu Wang, Yuchun Ma, Yiyu Shi, Hui Wang, Huazhong Yang |
| 2013 | DATE | Utilizing voltage-frequency islands in C-to-RTL synthesis for streaming applications. | Xinyu He, Shuangchen Li, Yongpan Liu, Xiaobo Sharon Hu, Huazhong Yang |
| 2013 | DATE | SPaC: a segment-based parallel compression for backup acceleration in nonvolatile processors. | Xiao Sheng, Yiqun Wang, Yongpan Liu, Huazhong Yang |
| 2013 | FPGA | Accelerating subsequence similarity search based on dynamic time warping distance with FPGA. | Zilong Wang, Sitao Huang, Lanjun Wang, Hao Li, Yu Wang, Huazhong Yang |
| 2013 | HPCC | DTW-Based Subsequence Similarity Search on AMD Heterogeneous Computing Platform. | Sitao Huang, Guohao Dai, Yuliang Sun, Zilong Wang, Yu Wang, Huazhong Yang |
| 2013 | ISLPED | Memristor-based approximated computation. | Boxun Li, Yi Shan, Miao Hu, Yu Wang, Yiran Chen, Huazhong Yang |
| 2013 | SC | Nonzero pattern analysis and memory access optimization in GPU-based sparse LU factorization for circuit simulation. | Xiaoming Chen, Du Su, Yu Wang, Huazhong Yang |
| 2012 | ASPDAC | An adaptive LU factorization algorithm for parallel circuit simulation. | Xiaoming Chen, Yu Wang, Huazhong Yang |
| 2012 | ASPDAC | A hierarchical C2RTL framework for FIFO-connected stream applications. | Shuangchen Li, Yongpan Liu, Daming Zhang, Xinyu He, Pei Zhang, Huazhong Yang |
| 2012 | ASPDAC | Application specific sensor node architecture optimization - Experiences from field deployments. | Wei Liu, Xiaotian Fei, Tao Tang, Pengjun Wang, Hong Luo, Beixing Deng, Huazhong Yang |
| 2012 | DAC | Sparse LU factorization for parallel circuit simulation on GPU. | Ling Ren, Xiaoming Chen, Yu Wang, Chenxi Zhang, Huazhong Yang |
| 2012 | DATE | A compression-based area-efficient recovery architecture for nonvolatile processors. | Yiqun Wang, Yongpan Liu, Yumeng Liu, Daming Zhang, Shuangchen Li, Baiko Sai, Mei-Fang Chiang, Huazhong Yang |
| 2012 | ICASSP | An informed unipolar spread spectrum modulation for self-synchronized robust watermarking. | Peng Zhang, Shuzheng Xu, Huazhong Yang |
| 2012 | ISCAS | A low-power fast-settling bond-wire frequency synthesizer with a dynamic-bandwidth scheme. | Bo Zhao, Huazhong Yang, Hui Wang |
| 2011 | ASPDAC | On-chip hybrid power supply system for wireless sensor nodes. | Wulong Liu, Yu Wang, Wei Liu, Yuchun Ma, Yuan Xie, Huazhong Yang |
| 2011 | DATE | Gemma in April: A matrix-like parallel programming architecture on OpenCL. | Tianji Wu, Di Wu, Yu Wang, Xiaorui Zhang, Hong Luo, Ningyi Xu, Huazhong Yang |
| 2011 | ICCAD | A heterogeneous accelerator platform for multi-subject voxel-based brain network analysis. | Yu Wang, Mo Xu, Ling Ren, Xiaorui Zhang, Di Wu, Yong He, Ningyi Xu, Huazhong Yang |
| 2011 | ISADS | System-Level Evaluation of Video Processing System Using SimpleScalar-Based Multi-core Processor Simulator. | Zidong Du, Bingbing Xia, Fei Qiao, Huazhong Yang |
| 2011 | ISADS | Low-Power Off-Chip Memory Design for Video Decoder Using Embedded Bus-Invert Coding. | Ni Zhou, Fei Qiao, Huazhong Yang, Hui Wang |
| 2011 | ISCAS | Design methodology of multistage time-domain logic speculation circuits. | Yinan Sun, Yongpan Liu, Xiaohan Wang, Hongliang Xu, Huazhong Yang |
| 2010 | FPGA | FPMR: MapReduce framework on FPGA. | Yi Shan, Bo Wang, Jing Yan, Yu Wang, Ningyi Xu, Huazhong Yang |
| 2010 | ICASSP | MDCT spectrum separation: Catching the fine spectral structures for stereo coding. | Shuhua Zhang, Weibei Dou, Ping Chi, Huazhong Yang |
| 2010 | ICPADS | Making Human Connectome Faster: GPU Acceleration of Brain Network Analysis. | Di Wu, Tianji Wu, Yi Shan, Yu Wang, Yong He, Ningyi Xu, Huazhong Yang |
| 2009 | CASES | A case study of on-chip sensor network in multiprocessor system-on-chip. | Yu Wang, Jiang Xu, Shengxi Huang, Weichen Liu, Huazhong Yang |
| 2009 | DATE | Gate replacement techniques for simultaneous leakage and aging optimization. | Yu Wang, Xiaoming Chen, Wenping Wang, Yu Cao, Yuan Xie, Huazhong Yang |
| 2009 | DATE | Energy-efficient spatially-adaptive clustering and routing in wireless sensor networks. | Hengyu Long, Yongpan Liu, Xiaoguang Fan, Robert P. Dick, Huazhong Yang |
| 2009 | ICCAD | Battery allocation for wireless sensor network lifetime maximization under cost constraints. | Hengyu Long, Yongpan Liu, Yiqun Wang, Robert P. Dick, Huazhong Yang |
| 2009 | ISLPED | Variation-aware supply voltage assignment for minimizing circuit degradation and leakage. | Xiaoming Chen, Yu Wang, Yu Cao, Yuchun Ma, Huazhong Yang |
| 2008 | ASPDAC | A capacitive boosted buffer technique for high-speed process-variation-tolerant interconnect in UDVS application. | Saihua Lin, Yu Wang, Rong Luo, Huazhong Yang |
| 2008 | VTC | Design of Signal Constellations in the Presence of Phase Noise. | Yang Li, Shuzheng Xu, Huazhong Yang |
| 2008 | SPAA | Directed transmission method, a fully asynchronous approach to solve sparse linear systems in parallel. | Fei Wei, Huazhong Yang |
| 2007 | DATE | Accurate temperature-dependent integrated circuit leakage power estimation is easy. | Yongpan Liu, Robert P. Dick, Li Shang, Huazhong Yang |
| 2007 | DATE | Temperature-aware NBTI modeling and the impact of input vector control on performance degradation. | Yu Wang, Hong Luo, Ku He, Rong Luo, Huazhong Yang, Yuan Xie |
| 2007 | ICNC | A Hybrid Genetic Algorithm with Critical Primary Inputs Sharing and Minor Primary Inputs Bits Climbing for Circuit Maximum Power Estimation. | Zhixin Tian, Yongpan Liu, Huazhong Yang, Hui Wang |
| 2007 | ISCAS | A Novel Low Power Interface Circuit Design Technique for Multiple Voltage Islands Scheme. | Saihua Lin, Huazhong Yang, Rong Luo |
| 2007 | ISCAS | A Noise Reduced Digitally Controlled Oscillator Using Complementary Varactor Pairs. | Shaohua Wang, Jinguo Quan, Rong Luo, Hao Cheng, Huazhong Yang |
| 2007 | ISCC | DRM - the Digital Radio on the Way. | Shuzheng Xu, Pengjun Wang, Feng Zhang, Huazhong Yang |
| 2006 | ICNC | Genetic Algorithm Based Fine-Grain Sleep Transistor Insertion Technique for Leakage Optimization. | Yu Wang, Yongpan Liu, Rong Luo, Huazhong Yang |
| 2006 | ISLPED | Two-phase fine-grain sleep transistor insertion technique in leakage critical circuits. | Yu Wang, Yongpan Liu, Rong Luo, Huazhong Yang, Hui Wang |
| 2006 | VLSID | A Low Power ROM-Less Direct Digital Frequency Synthesizer with Preset Value Pipelined Accumulator. | Jun Chen, Rong Luo, Huazhong Yang, Hui Wang |
| 2005 | ASPDAC | Gibbs sampling in power grid analysis. | Zhixin Tian, Huazhong Yang, Rong Luo |
| 2005 | ICNC | A Hierarchical Approach for Incremental Floorplan Based on Genetic Algorithms. | Yongpan Liu, Huazhong Yang, Rong Luo, Hui Wang |
| 1999 | ASPDAC | An SA-Based Nonlinear Function Synthesizer for Linear Analog Integrated Circuits. | Huazhong Yang, Rong Luo, Hui Wang, Runsheng Liu |