Zhengang Li
North Eastern University
H-index: 17
Asia-Thailand
Top articles of Zhengang Li
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge | Proceedings of the AAAI Conference on Artificial Intelligence | Xuan Shen Peiyan Dong Lei Lu Zhenglun Kong Zhengang Li | 2024/3/24 |
Algorithm-Software-Hardware Co-Design for Deep Learning Acceleration | Zhengang Li Yanyue Xie Peiyan Dong Olivia Chen Yanzhi Wang | 2023/7/9 | |
Performance Assessment of an Extremely Energy-Efficient Binary Neural Network Using Adiabatic Superconductor Devices | Olivia Chen Zhengang Li Tomoharu Yamauchi Yanzhi Wang Nobuyuki Yoshikawa | 2023/6/11 | |
Stereovoxelnet: Real-time obstacle detection based on occupancy voxels from a stereo camera using deep neural networks | Hongyu Li Zhengang Li Neşet Ünver Akmandor Huaizu Jiang Yanzhi Wang | 2023/5/29 | |
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 Yanyu Li | 2023/4/17 | |
SupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson Devices | Zhengang Li Geng Yuan Tomoharu Yamauchi Zabihi Masoud Yanyue Xie | 2023/10/28 | |
Heatvit: Hardware-efficient adaptive token pruning for vision transformers | Peiyan Dong Mengshu Sun Alec Lu Yanyue Xie Kenneth Liu | 2023/2/25 | |
A Life-Cycle Energy and Inventory Analysis of Adiabatic Quantum-Flux-Parametron Circuits | arXiv preprint arXiv:2307.12216 | Masoud Zabihi Yanyue Xie Zhengang Li Peiyan Dong Geng Yuan | 2023/7/23 |
Mobile or FPGA? A Comprehensive Evaluation on Energy Efficiency and a Unified Optimization Framework | ACM Transactions on Embedded Computing Systems | Geng Yuan Peiyan Dong Mengshu Sun Wei Niu Zhengang Li | 2022/12/9 |
Film-qnn: Efficient fpga acceleration of deep neural networks with intra-layer, mixed-precision quantization | Mengshu Sun Zhengang Li Alec Lu Yanyu Li Sung-En Chang | 2022/2/13 | |
Auto-vit-acc: An fpga-aware automatic acceleration framework for vision transformer with mixed-scheme quantization | Zhengang Li Mengshu Sun Alec Lu Haoyu Ma Geng Yuan | 2022/8/29 | |
F8net: Fixed-point 8-bit only multiplication for network quantization | arXiv preprint arXiv:2202.05239 | Qing Jin Jian Ren Richard Zhuang Sumant Hanumante Zhengang Li | 2022/2/10 |
FAIVconf: Face enhancement for AI-based video conference with low bit-rate | Zhengang Li Sheng Lin Shan Liu Songnan Li Xue Lin | 2022/7/18 | |
FPGA-aware automatic acceleration framework for vision transformer with mixed-scheme quantization: Late breaking results | Mengshu Sun Zhengang Li Alec Lu Haoyu Ma Geng Yuan | 2022/7/10 | |
More or less (mol): Defending against multiple perturbation attacks on deep neural networks through model ensemble and compression | Hao Cheng Kaidi Xu Zhengang Li Pu Zhao Chenan Wang | 2022/1/4 | |
Late Breaking Results: FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization | Proceedings of the 59th Design Automation Conference (DAC) | Mengshu Sun Zhengang Li Alec Lu Haoyu Ma Geng Yuan | 2022/1 |
Automatic mapping of the best-suited DNN pruning schemes for real-time mobile acceleration | ACM Transactions on Design Automation of Electronic Systems (TODAES) | Yifan Gong Geng Yuan Zheng Zhan Wei Niu Zhengang Li | 2022/6/6 |
Blcr: Towards real-time dnn execution with block-based reweighted pruning | Xiaolong Ma Geng Yuan Zhengang Li Yifan Gong Tianyun Zhang | 2022/4/6 | |
Npas: A compiler-aware framework of unified network pruning and architecture search for beyond real-time mobile acceleration | Zhengang Li Geng Yuan Wei Niu Pu Zhao Yanyu Li | 2021 | |
Improving dnn fault tolerance using weight pruning and differential crossbar mapping for reram-based edge ai | Geng Yuan Zhiheng Liao Xiaolong Ma Yuxuan Cai Zhenglun Kong | 2021/4/7 |
Co-Authors
