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2020 – today
- 2026
[j4]Liu Yang
, Kegen Chen, Qilong Wang, Zhengyi Xu, Shiqiao Gu, Qinghua Hu:
Heterogeneous Federated Dynamic Graph HyperNetwork for Image Classification. IEEE Trans. Image Process. 35: 3009-3022 (2026)- [c6]Shengbo Gao, Jinyang Guo, Lixian Su, Yifu Ding, Shiqiao Gu, Aishan Liu, Yuqing Ma, Zhiwang Zhang, Xianglong Liu:
CMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models. AAAI 2026: 21198-21206 - [c5]Chengtao Lv, Bilang Zhang, Yang Yong, Ruihao Gong, Yushi Huang, Shiqiao Gu, Jiajun Wu, Yumeng Shi, Jinyang Guo, Wenya Wang:
LLMC+: Benchmarking Vision-Language Model Compression with a plug-and-play Toolkit. AAAI 2026: 24189-24197 - 2025
- [j3]Ruihao Gong, Yifu Ding, Zining Wang, Chengtao Lv, Xingyu Zheng, Jinyang Du, Yang Yong, Shiqiao Gu, Haotong Qin, Jinyang Guo, Dahua Lin, Michele Magno, Xianglong Liu:
A survey of low-bit large language models: Basics, systems, and algorithms. Neural Networks 192: 107856 (2025) - [i2]Chengtao Lv, Bilang Zhang, Yang Yong, Ruihao Gong, Yushi Huang, Shiqiao Gu, Jiajun Wu, Yumeng Shi, Jinyang Guo, Wenya Wang:
LLMC+: Benchmarking Vision-Language Model Compression with a Plug-and-play Toolkit. CoRR abs/2508.09981 (2025) - 2024
- [j2]Liu Yang, Shiqiao Gu, Chenyang Shen, Xile Zhao, Qinghua Hu:
Soft independence guided filter pruning. Pattern Recognit. 153: 110488 (2024) - [c4]Ruihao Gong, Yang Yong, Shiqiao Gu, Yushi Huang, Chengtao Lv, Yunchen Zhang, Dacheng Tao, Xianglong Liu:
LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit. EMNLP (Industry Track) 2024: 132-152 - [i1]Ruihao Gong, Yang Yong, Shiqiao Gu, Yushi Huang, Yunchen Zhang, Xianglong Liu, Dacheng Tao:
LLM-QBench: A Benchmark Towards the Best Practice for Post-training Quantization of Large Language Models. CoRR abs/2405.06001 (2024) - 2023
- [j1]Liu Yang, Shiqiao Gu, Chenyang Shen, Xile Zhao, Qinghua Hu:
Skeleton Neural Networks via Low-Rank Guided Filter Pruning. IEEE Trans. Circuits Syst. Video Technol. 33(12): 7197-7211 (2023) - [c3]Zhengyi Xu, Liu Yang, Shiqiao Gu:
Heterogeneous Federated Learning Based on Graph Hypernetwork. ICANN (3) 2023: 464-476 - 2022
- [c2]Shiqiao Gu, Liu Yang, Siqi Deng, Zhengyi Xu:
Two-Stream Communication-Efficient Federated Pruning Network. PRICAI (3) 2022: 185-196 - 2021
- [c1]Shiqiao Gu, Liu Yang, Yaning Li, Hui Li:
Multi-label Learning by Exploiting Imbalanced Label Correlations. PRICAI (2) 2021: 585-596
Coauthor Index
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