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2020 – today
- 2025
[c5]Tao Yu, Xu Zhao, Yongqi An, Guibo Zhu, Ming Tang, Jinqiao Wang:
Extracting Sparse Specialist Models from Generalist Models. ICASSP 2025: 1-5- [c4]Yongqi An, Xu Zhao, Tao Yu, Ming Tang, Jinqiao Wang:
Systematic Outliers in Large Language Models. ICLR 2025 - [i7]Yongqi An, Xu Zhao, Tao Yu, Ming Tang, Jinqiao Wang:
Systematic Outliers in Large Language Models. CoRR abs/2502.06415 (2025) - [i6]Yuqi Pan, Yongqi An, Zheng Li, Yuhong Chou, Rui-Jie Zhu, Xiaohui Wang, Mingxuan Wang, Jinqiao Wang, Guoqi Li:
Scaling Linear Attention with Sparse State Expansion. CoRR abs/2507.16577 (2025) - [i5]Tao Yu, Yongqi An, Kuan Zhu, Guibo Zhu, Ming Tang, Jinqiao Wang:
Improving Generalization in LLM Structured Pruning via Function-Aware Neuron Grouping. CoRR abs/2512.23014 (2025) - 2024
- [c3]Yongqi An, Xu Zhao, Tao Yu, Ming Tang, Jinqiao Wang:
Fluctuation-Based Adaptive Structured Pruning for Large Language Models. AAAI 2024: 10865-10873 - [c2]Tao Yu, Xu Zhao, Yongqi An, Ming Tang, Jinqiao Wang:
Knowledge Distillation Dealing with Sample-Wise Long-Tail Problem. ACCV (10) 2024: 411-427 - 2023
- [j1]Nanfei Jiang
, Xu Zhao, Chaoyang Zhao, Yongqi An, Ming Tang, Jinqiao Wang:
Pruning-aware Sparse Regularization for Network Pruning. Int. J. Autom. Comput. 20(1): 109-120 (2023) - [c1]Yongqi An, Xu Zhao, Tao Yu, Haiyun Gu, Chaoyang Zhao, Ming Tang, Jinqiao Wang:
ZBS: Zero-Shot Background Subtraction via Instance-Level Background Modeling and Foreground Selection. CVPR 2023: 6355-6364 - [i4]Yongqi An, Xu Zhao, Tao Yu, Haiyun Guo, Chaoyang Zhao, Ming Tang, Jinqiao Wang:
ZBS: Zero-shot Background Subtraction via Instance-level Background Modeling and Foreground Selection. CoRR abs/2303.14679 (2023) - [i3]Xu Zhao, Wenchao Ding, Yongqi An, Yinglong Du, Tao Yu, Min Li, Ming Tang, Jinqiao Wang:
Fast Segment Anything. CoRR abs/2306.12156 (2023) - [i2]Yongqi An, Xu Zhao, Tao Yu, Ming Tang, Jinqiao Wang:
Fluctuation-based Adaptive Structured Pruning for Large Language Models. CoRR abs/2312.11983 (2023) - 2022
- [i1]Nanfei Jiang, Xu Zhao, Chaoyang Zhao, Yongqi An, Ming Tang, Jinqiao Wang:
Pruning-aware Sparse Regularization for Network Pruning. CoRR abs/2201.06776 (2022)
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