Haichuan Yang
University of Rochester
H-index: 12
North America-United States
Top articles of Haichuan Yang
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-Device ASR Models | Yuan Shangguan Haichuan Yang Danni Li Chunyang Wu Yassir Fathullah | 2024/4/14 | |
Learning a dual-mode speech recognition model via self-pruning | Chunxi Liu Yuan Shangguan Haichuan Yang Yangyang Shi Raghuraman Krishnamoorthi | 2023/1/9 | |
Copriv: Network/protocol co-optimization for communication-efficient private inference | Advances in Neural Information Processing Systems | Wenxuan Zeng Meng Li Haichuan Yang Wen-jie Lu Runsheng Wang | 2023/12/15 |
Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts | arXiv preprint arXiv:2306.04845 | Ganesh Jawahar Haichuan Yang Yunyang Xiong Zechun Liu Dilin Wang | 2023/6/8 |
DepthShrinker: a new compression paradigm towards boosting real-hardware efficiency of compact neural networks | Yonggan Fu Haichuan Yang Jiayi Yuan Meng Li Cheng Wan | 2022/6/28 | |
Omni-sparsity dnn: Fast sparsity optimization for on-device streaming e2e asr via supernet | Haichuan Yang Yuan Shangguan Dilin Wang Meng Li Pierce Chuang | 2022/5/23 | |
Noisy training improves e2e asr for the edge | arXiv preprint arXiv:2107.04677 | Dilin Wang Yuan Shangguan Haichuan Yang Pierce Chuang Jiatong Zhou | 2021/7/9 |
Low-rank+ sparse tensor compression for neural networks | arXiv preprint arXiv:2111.01697 | Cole Hawkins Haichuan Yang Meng Li Liangzhen Lai Vikas Chandra | 2021/11/2 |
PyTorchVideo: A deep learning library for video understanding | Haoqi Fan Tullie Murrell Heng Wang Kalyan Vasudev Alwala Yanghao Li | 2021/10/17 | |
Autonomic flexibility reflects learning and associated neuroplasticity in old age | Human brain mapping | Quanjing Chen Haichuan Yang Brian Rooks Mia Anthony Zhengwu Zhang | 2020/9 |
Gan slimming: All-in-one gan compression by a unified optimization framework | Haotao Wang Shupeng Gui Haichuan Yang Ji Liu Zhangyang Wang | 2020/8/23 | |
Sparse learning for model optimization | Haichuan Yang | 2020 | |
Automatic neural network compression by sparsity-quantization joint learning: A constrained optimization-based approach | Haichuan Yang Shupeng Gui Yuhao Zhu Ji Liu | 2020 |
