Z. Li

Most-cited papers

HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers
Pei-Yan Dong, Meng-Shu Sun, Alec Lu, Yan-Yue Xie +7 more
2022International Symposium on High-Performance Computer Architecture153 citations Open access
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Non-Structured DNN Weight Pruning—Is It Beneficial in Any Platform?
Xiao-Long Ma, Sheng Lin, Shao-Kai Ye, Zhezhi He +9 more
2019IEEE Transactions on Neural Networks and Learning Systems125 citations Open access
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SA-Solver: Stochastic Adams Solver for Fast Sampling of Diffusion Models
Shuchen Xue, Ming-Yang Yi, Weijian Luo, Shi-Feng Zhang +3 more
2023Neural Information Processing Systems94 citations Open access
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Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning
Bingbing Li, Zhenglun Kong, Tianyun Zhang, Ji Li +3 more
2020Findings70 citations Open access
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StructADMM: Achieving Ultrahigh Efficiency in Structured Pruning for DNNs
Tianyun Zhang, Shao-Kai Ye, Xiao-Yu Feng, Xiao-Long Ma +8 more
2021IEEE Transactions on Neural Networks and Learning Systems53 citations Open access
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RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition
Pei-Yan Dong, Siyue Wang, Wei Niu, Cheng-Ming Zhang +6 more
2020Design Automation Conference48 citations Open access
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Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM
Shao-Kai Ye, Xiao-Yu Feng, Tianyun Zhang, Xiao-Long Ma +10 more
2019arXiv.org44 citations
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ResNet Can Be Pruned 60×: Introducing Network Purification and Unused Path Removal (P-RM) after Weight Pruning
Xiao-Long Ma, Geng Yuan, Sheng Lin, Z. Li +2 more
2019IEEE/ACM International Symposium on Nanoscale Architectures40 citations
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ROS-Based Indoor Autonomous Exploration and Navigation Wheelchair
Z. Li, Yong Xiong, Lei Zhou
2017International Symposium on Computational Intelligence and Design34 citations
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Complexity Matters: Rethinking the Latent Space for Generative Modeling
Tianyang Hu, Fei Chen, Hong Wang, Jiawei Li +3 more
2023Neural Information Processing Systems24 citations Open access
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GRIM: A General, Real-Time Deep Learning Inference Framework for Mobile Devices Based on Fine-Grained Structured Weight Sparsity
Wei Niu, Z. Li, Xiao-Long Ma, Pei-Yan Dong +5 more
2021IEEE Transactions on Pattern Analysis and Machine Intelligence24 citations Open access
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A Privacy-Preserving-Oriented DNN Pruning and Mobile Acceleration Framework
Yifan Gong, Zheng Zhan, Z. Li, Wei Niu +7 more
2020ACM Great Lakes Symposium on VLSI23 citations Open access
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StereoVoxelNet: Real-Time Obstacle Detection Based on Occupancy Voxels from a Stereo Camera Using Deep Neural Networks
Hongyu Li, Z. Li, Neset Unver Akmandor, Huaizu Jiang +2 more
2022IEEE International Conference on Robotics and Automation19 citations Open access
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SS-Auto: A Single-Shot, Automatic Structured Weight Pruning Framework of DNNs with Ultra-High Efficiency
Z. Li, Yifan Gong, Xiao-Long Ma, Si-Jia Liu +5 more
2020arXiv.org18 citations
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BLK-REW: A Unified Block-based DNN Pruning Framework using Reweighted Regularization Method
Xiao-Long Ma, Z. Li, Yifan Gong, Tianyun Zhang +7 more
2020arXiv.org15 citations
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Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices
Wei Niu, Meng-Shu Sun, Z. Li, Jou-An Chen +6 more
2020AAAI Conference on Artificial Intelligence15 citations Open access
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Non-structured DNN Weight Pruning Considered Harmful
Yan-Zhi Wang, Shao-Kai Ye, Zhezhi He, Xiao-Long Ma +9 more
2019arXiv.org15 citations
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Late Breaking Results: FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization
Meng-Shu Sun, Z. Li, Alec Lu, Haoyu Ma +8 more
2022Design Automation Conference14 citations
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Training Energy-Based Models with Diffusion Contrastive Divergences
Weijian Luo, Hao Jiang, Tianyang Hu, Jia-Cheng Sun +2 more
2023arXiv.org13 citations Open access
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A SOT-MRAM-based Processing-In-Memory Engine for Highly Compressed DNN Implementation
Geng Yuan, Xiao-Long Ma, Sheng Lin, Z. Li +1 more
2019arXiv.org11 citations
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Real-Time Mobile Acceleration of DNNs: From Computer Vision to Medical Applications
Hongjia Li, Geng Yuan, Wei Niu, Yuxuan Cai +5 more
2021Asia and South Pacific Design Automation Conference10 citations Open access
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SupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson Devices
Z. Li, Geng Yuan, Tomoharu Yamauchi, Z. Masoud +7 more
2023Micro9 citations Open access
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ESRU: Extremely Low-Bit and Hardware-Efficient Stochastic Rounding Unit Design for Low-Bit DNN Training
Sung-En Chang, Geng Yuan, Alec Lu, Mengshu Sun +8 more
2023Design, Automation and Test in Europe7 citations
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Data-free Knowledge Distillation for Reusing Recommendation Models
Cheng Wang, Jiacheng Sun, Zhen-Hua Dong, Jieming Zhu +3 more
2023ACM Conference on Recommender Systems7 citations Open access
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BLCR: Towards Real-time DNN Execution with Block-based Reweighted Pruning
Xiao-Long Ma, Geng Yuan, Z. Li, Yifan Gong +9 more
2022IEEE International Symposium on Quality Electronic Design7 citations
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Improving Model Training with Multi-fidelity Hyperparameter Evaluation
Yimin Huang, Yujun Li, Han-Rong Ye, Z. Li +1 more
2022Conference on Machine Learning and Systems5 citations
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Energy-saving study of green data center based on the natural cold source
Z. Li, Yongliang Lin
20132013 6th International Conference on Information Management, Innovation Management and Industrial Engineering5 citations
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A Causal Framework to Unify Common Domain Generalization Approaches
N. Zhang, Kaican Li, Han Gao, Weiyan Xie +4 more
2023arXiv.org4 citations Open access
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AutoOpt: Automatic Hyperparameter Scheduling and Optimization for Deep Click-through Rate Prediction
Yu-Jun Li, Xing Tang, Bo Chen, Yimin Huang +2 more
2023ACM Conference on Recommender Systems4 citations Open access
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FAIVconf: Face Enhancement for AI-Based Video Conference with Low Bit-Rate
Z. Li, Sheng-fu Lin, Shan Liu, Songnan Li +3 more
20222022 IEEE International Conference on Multimedia and Expo Workshops (ICMEW)4 citations Open access
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Frame-layer bit allocation for multi-view video coding based on frame complexity estimation
T. Yan, P. An, Liquan Shen, Z. Li +2 more
20104 citations
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Calculation of Principal Directional Strains of Layers Inside Carbon Fiber Laminates Based on Sequential Strain Measurements
S. Wang, X.-F. Li, X. Han, Q. Zhang +2 more
2024Experimental techniques (Westport, Conn.)3 citations
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DAMix: Exploiting Deep Autoregressive Model Zoo for Improving Lossless Compression Generalization
Qishi Dong, Fengwei Zhou, Ning Kang, Chuanlong Xie +4 more
2023AAAI Conference on Artificial Intelligence3 citations Open access
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Performance Assessment of an Extremely Energy-Efficient Binary Neural Network Using Adiabatic Superconductor Devices
O. Chen, Z. Li, Tomoharu Yamauchi, Yanzhi Wang +1 more
2023International Conference on Artificial Intelligence Circuits and Systems2 citations
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Uncertainty Quantification Assessment for Power Systems with Fast Electric Vehicle Charging Stations in Dynamic Stability Analysis
Ya-Zhou Jiang, M. Fan, Xiao-Yu Wang, Zheng-Shuo Li +1 more
2022IEEE Power & Energy Society General Meeting2 citations
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A Privacy-Preserving DNN Pruning and Mobile Acceleration Framework
Zheng Zhan, Yifan Gong, Z. Li, Pu Zhao +6 more
2020arXiv.org2 citations
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[Obstructive sleep apnea and type 2 diabetes: a bidirectional Mendelian randomization study].
L. Xia, Z. Li, Z. Xie, Q. Zhang +3 more
2023Zhonghua er bi yan hou tou jing wai ke za zhi = Chinese journal of otorhinolaryngology head and neck surgery1 citations
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6.7ms on Mobile with over 78% ImageNet Accuracy: Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration
Z. Li, Geng Yuan, Wei Niu, Yan-Yu Li +12 more
2020arXiv.org1 citations
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Mobilenet Model Compression with ADMM Training and Mix-up
Z. Li
20191 citations
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Fuzzy control based self-adaptive illumination system
C. Zhang, Z. Li, Q. Zhang, W. Zhou +1 more
20161 citations
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Stress Field Prediction of Stiffened Plates Under Sparse Measurements Based on Graph Neural Network
Ya-Nan Feng, Z. Li, Bing Yang, Wei-Xing Zhou +1 more
2026Volume 1: Offshore Technology0 citations
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Research on Simulation of Fatigue Crack Growth in LNG Storage Tanks and Prediction of Residual Service Life
Qing-Wen Zhang, Xiang-Rong Yi, Z. Li, Wei-Xing Zhou +1 more
2026Materials0 citations Open access
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B ACKWARD R EASONING IN L ARGE L ANGUAGE M OD - ELS FOR V ERIFICATION
Wei-Sen Jiang, Han Shi, L. Yu, Zheng-Ying Liu +3 more
20230 citations
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A Life-Cycle Energy and Inventory Analysis of Adiabatic Quantum-Flux-Parametron Circuits
Masoud Zabihi, Yan-Yue Xie, Z. Li, Pei-Yan Dong +4 more
2023arXiv.org0 citations Open access
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Invited: Algorithm-Software-Hardware Co-Design for Deep Learning Acceleration
Z. Li, Yan-Yue Xie, Pei-Yan Dong, O. Chen +1 more
2023Design Automation Conference0 citations
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A Multi-dimensional Health Index Calculation Algorithm for ZPW-2000A Track Circuit
Z. Li, Gang Li, Peilin Lu, Yong Yang +2 more
2022Proceedings of the 5th International Conference on Electrical Engineering and Information Technologies for Rail Transportation (EITRT) 20210 citations
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Late Breaking Results: Hardware-Efficient Stochastic Rounding Unit Design for DNN Training
Sung-En Chang, Geng Yuan, Alec Lu, Mengshu Sun +8 more
2022Design Automation Conference0 citations
Semantic Scholar
NPS: A Compiler-aware Framework of Uniﬁed Network Pruning for Beyond Real-Time Mobile Acceleration
Z. Li, Geng Yuan, Wei Niu, Yan-Yu Li +9 more
20210 citations
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Heart-type Fatty Acid Binding Protein as a Marker of Ischaemia in Patients Undergoing Percutaneous Coronary Intervention
P. Collinson, F. Apple, R. Christenson, A. Hammerer-Lercher +26 more
20150 citations
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Binary Star Stellar Population Synthesis Model For Astrophysical Studies
Z. Li, C. Mao, L. Chen, Q. Zhang
2013Proceedings of the International Astronomical Union0 citations Open access
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