Shiqiao Gu

12 papers A* 2Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2026 A* conf
CMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models.
AAAI
Shengbo Gao, Jinyang Guo, Lixian Su, Yifu Ding, Shiqiao Gu, Aishan Liu, Yuqing Ma, Zhiwang Zhang, Xianglong Liu
2026 J jnl
Heterogeneous Federated Dynamic Graph HyperNetwork for Image Classification.
IEEE Trans. Image Process.
Liu Yang, Kegen Chen, Qilong Wang, Zhengyi Xu, Shiqiao Gu, Qinghua Hu
2026 A* conf
LLMC+: Benchmarking Vision-Language Model Compression with a plug-and-play Toolkit.
AAAI
Chengtao Lv, Bilang Zhang, Yang Yong, Ruihao Gong, Yushi Huang, Shiqiao Gu, Jiajun Wu, Yumeng Shi, Jinyang Guo, Wenya Wang
2025 J jnl
A survey of low-bit large language models: Basics, systems, and algorithms.
Neural Networks
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
2025 J jnl
LLMC+: Benchmarking Vision-Language Model Compression with a Plug-and-play Toolkit.
CoRR
Chengtao Lv, Bilang Zhang, Yang Yong, Ruihao Gong, Yushi Huang, Shiqiao Gu, Jiajun Wu, Yumeng Shi, Jinyang Guo, Wenya Wang
2024 J jnl
LLM-QBench: A Benchmark Towards the Best Practice for Post-training Quantization of Large Language Models.
CoRR
Ruihao Gong, Yang Yong, Shiqiao Gu, Yushi Huang, Yunchen Zhang, Xianglong Liu, Dacheng Tao
2024 — conf
LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit.
EMNLP (Industry Track)
Ruihao Gong, Yang Yong, Shiqiao Gu, Yushi Huang, Chengtao Lv, Yunchen Zhang, Dacheng Tao, Xianglong Liu
2024 J jnl
Soft independence guided filter pruning.
Pattern Recognit.
Liu Yang, Shiqiao Gu, Chenyang Shen, Xile Zhao, Qinghua Hu
2023 — conf
Heterogeneous Federated Learning Based on Graph Hypernetwork.
ICANN (3)
Zhengyi Xu, Liu Yang, Shiqiao Gu
2023 J jnl
Skeleton Neural Networks via Low-Rank Guided Filter Pruning.
IEEE Trans. Circuits Syst. Video Technol.
Liu Yang, Shiqiao Gu, Chenyang Shen, Xile Zhao, Qinghua Hu
2022 — conf
Two-Stream Communication-Efficient Federated Pruning Network.
PRICAI (3)
Shiqiao Gu, Liu Yang, Siqi Deng, Zhengyi Xu
2021 — conf
Multi-label Learning by Exploiting Imbalanced Label Correlations.
PRICAI (2)
Shiqiao Gu, Liu Yang, Yaning Li, Hui Li