| 2026 | AAAI | SlimInfer: Accelerating Long-Context LLM Inference via Dynamic Token Pruning. | Lingkun Long, Rubing Yang, Yushi Huang, Desheng Hui, Ao Zhou, Jianlei Yang |
| 2026 | ACL | Focus-dLLM: Accelerating Long-Context Diffusion LLM Inference via Confidence-Guided Context Focusing. | Lingkun Long, Yushi Huang, Shihao Bai, Ruihao Gong, Jun Zhang, Ao Zhou, Jianlei Yang |
| 2026 | ASPDAC | MIREDO: MIP-Driven Resource-Efficient Dataflow Optimization for Computing-in-Memory Accelerator. | Xiaolin He, Cenlin Duan, Yingjie Qi, Xiao May, Jianlei Yang |
| 2025 | DAC | CIMFlow: An Integrated Framework for Systematic Design and Evaluation of Digital CIM Architectures. | Yingjie Qi, Jianlei Yang, Yiou Wang, Yikun Wang, Dayu Wang, Ling Tang, Cenlin Duan, Xiaolin He, Weisheng Zhao |
| 2025 | ICCAD | Ultra Energy-Efficient Butterfly Counting in Bipartite Networks via Algorithm-Architecture Co-Optimization. | Haiyang Liu, Xueyan Wang, Jianlei Yang, Xiaotao Jia, Gang Qu, Weisheng Zhao |
| 2025 | ICCD | Towards Affordable, Adaptive and Automatic GNN Training on CPU-GPU Heterogeneous Platforms. | Tong Qiao, Ao Zhou, Yingjie Qi, Yiou Wang, Han Wan, Jianlei Yang, Chunming Hu |
| 2025 | ISCA | Finesse: An Agile Design Framework for Pairing-based Cryptography via Software/Hardware Co-Design. | Tianwei Pan, Tianao Dai, Jianlei Yang, Hongbin Jing, Yang Su, Zeyu Hao, Xiaotao Jia, Chunming Hu, Weisheng Zhao |
| 2024 | DAC | Towards Efficient SRAM-PIM Architecture Design by Exploiting Unstructured Bit-Level Sparsity. | Cenlin Duan, Jianlei Yang, Yiou Wang, Yikun Wang, Yingjie Qi, Xiaolin He, Bonan Yan, Xueyan Wang, Xiaotao Jia, Weisheng Zhao |
| 2024 | DAC | WinoGen: A Highly Configurable Winograd Convolution IP Generator for Efficient CNN Acceleration on FPGA. | Mingjun Li, Pengjia Li, Shuo Yin, Shixin Chen, Beichen Li, Chong Tong, Jianlei Yang, Tinghuan Chen, Bei Yu |
| 2024 | DAC | GNNavigator: Towards Adaptive Training of Graph Neural Networks via Automatic Guideline Exploration. | Tong Qiao, Jianlei Yang, Yingjie Qi, Ao Zhou, Chen Bai, Bei Yu, Weisheng Zhao, Chunming Hu |
| 2024 | DAC | Graph Neural Networks Automated Design and Deployment on Device-Edge Co-Inference Systems. | Ao Zhou, Jianlei Yang, Tong Qiao, Yingjie Qi, Zhi Yang, Weisheng Zhao, Chunming Hu |
| 2023 | DAC | Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms. | Ao Zhou, Jianlei Yang, Yingjie Qi, Yumeng Shi, Tong Qiao, Weisheng Zhao, Chunming Hu |
| 2023 | ICCV | Lossy and Lossless (L | Yumeng Shi, Shihao Bai, Xiuying Wei, Ruihao Gong, Jianlei Yang |
| 2022 | DAC | Eventor: an efficient event-based monocular multi-view stereo accelerator on FPGA platform. | Mingjun Li, Jianlei Yang, Yingjie Qi, Meng Dong, Yuhao Yang, Runze Liu, Weitao Pan, Bei Yu, Weisheng Zhao |
| 2021 | CIKM | FedSkel: Efficient Federated Learning on Heterogeneous Systems with Skeleton Gradients Update. | Junyu Luo, Jianlei Yang, Xucheng Ye, Xin Guo, Weisheng Zhao |
| 2021 | RTAS | Brief Industry Paper: optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms. | Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu |
| 2020 | DAC | SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training. | Pengcheng Dai, Jianlei Yang, Xucheng Ye, Xingzhou Cheng, Junyu Luo, Linghao Song, Yiran Chen, Weisheng Zhao |
| 2020 | DAC | TCIM: Triangle Counting Acceleration With Processing-In-MRAM Architecture. | Xueyan Wang, Jianlei Yang, Yinglin Zhao, Yingjie Qi, Meichen Liu, Xingzhou Cheng, Xiaotao Jia, Xiaoming Chen, Gang Qu, Weisheng Zhao |
| 2020 | ECCV | Accelerating CNN Training by Pruning Activation Gradients. | Xucheng Ye, Pengcheng Dai, Junyu Luo, Xin Guo, Yingjie Qi, Jianlei Yang, Yiran Chen |
| 2020 | ISCAS | Computing-in-Memory Architecture Based on Field-Free SOT-MRAM with Self-Reference Method. | Chao Wang, Zhaohao Wang, Yansong Xu, Jianlei Yang, Youguang Zhang, Weisheng Zhao |
| 2020 | KDD | TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations. | Ang Li, Yixiao Duan, Huanrui Yang, Yiran Chen, Jianlei Yang |
| 2019 | DAC | eSLAM: An Energy-Efficient Accelerator for Real-Time ORB-SLAM on FPGA Platform. | Runze Liu, Jianlei Yang, Yiran Chen, Weisheng Zhao |
| 2019 | ISCAS | Magnetic Skyrmion-Based Neural Recording System Design for Brain Machine Interface. | Biao Pan, Kang Wang, Xing Chen, Jinyu Bai, Jianlei Yang, Sai Li, Youguang Zhang, Weisheng Zhao |
| 2019 | ISCAS | SR-WTA: Skyrmion Racing Winner-Takes-All Module for Spiking Neural Computing. | Biao Pan, Kang Wang, Xing Chen, Jinyu Bai, Jianlei Yang, Youguang Zhang, Weisheng Zhao |
| 2018 | ASPDAC | Spintronics based stochastic computing for efficient Bayesian inference system. | Xiaotao Jia, Jianlei Yang, Zhaohao Wang, Yiran Chen, Hai Helen Li, Weisheng Zhao |
| 2017 | ICCAD | Thermosiphon: A thermal aware NUCA architecture for write energy reduction of the STT-MRAM based LLCs. | Bi Wu, Yuanqing Cheng, Pengcheng Dai, Jianlei Yang, Youguang Zhang, Dijun Liu, Ying Wang, Weisheng Zhao |
| 2017 | ICCD | Power Profile Equalizer: A Lightweight Countermeasure against Side-Channel Attack. | Chenguang Wang, Ming Yan, Yici Cai, Qiang Zhou, Jianlei Yang |
| 2017 | TrustCom | Pipeline Optimizations of Architecting STT-RAM as Registers in Rad-Hard Environment. | Zhiyao Gong, Keni Qiu, Weiwen Chen, Yuanhui Ni, Yuanchao Xu, Jianlei Yang |
| 2016 | ICCAD | ODESY: a novel 3T-3MTJ cell design with optimized area DEnsity, scalability and latencY. | Linuo Xue, Yuanqing Cheng, Jianlei Yang, Peiyuan Wang, Yuan Xie |
| 2015 | ASPDAC | Early stage real-time SoC power estimation using RTL instrumentation. | Jianlei Yang, Liwei Ma, Kang Zhao, Yici Cai, Tin-Fook Ngai |
| 2014 | ASPDAC | Fast vectorless power grid verification using maximum voltage drop location estimation. | Wei Zhao, Yici Cai, Jianlei Yang |
| 2013 | ASPDAC | A multilevel ℌ-matrix-based approximate matrix inversion algorithm for vectorless power grid verification. | Wei Zhao, Yici Cai, Jianlei Yang |
| 2013 | ICCD | Selected inversion for vectorless power grid verification by exploiting locality. | Jianlei Yang, Yici Cai, Qiang Zhou, Wei Zhao |
| 2012 | ICCAD | PowerRush : Efficient transient simulation for power grid analysis. | Jianlei Yang, Zuowei Li, Yici Cai, Qiang Zhou |
| 2011 | ICCAD | Fast poisson solver preconditioned method for robust power grid analysis. | Jianlei Yang, Yici Cai, Qiang Zhou, Jin Shi |
| 2011 | ICCAD | PowerRush: A linear simulator for power grid. | Jianlei Yang, Zuowei Li, Yici Cai, Qiang Zhou |
| 2010 | ICMLC | Fuzzy contrast enhancement for remote sensing image based on fuzzy set in nonsubsampled contourlet domain. | Guozun Men, Jianlei Yang, Jie Zhao |