Shiqiao Gu

According to our database, Shiqiao Gu authored at least 11 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Heterogeneous Federated Dynamic Graph HyperNetwork for Image Classification.

Liu Yang, Kegen Chen, Qilong Wang, Zhengyi Xu, Shiqiao Gu, Qinghua Hu

IEEE Trans. Image Process., 2026

LLMC+: Benchmarking Vision-Language Model Compression with a plug-and-play Toolkit.

Chengtao Lv, Bilang Zhang, Yang Yong, Ruihao Gong, Yushi Huang, Shiqiao Gu, Jiajun Wu, Yumeng Shi, Jinyang Guo, Wenya Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

CMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models.

Shengbo Gao, Jinyang Guo, Lixian Su, Yifu Ding, Shiqiao Gu, Aishan Liu, Yuqing Ma, Zhiwang Zhang, Xianglong Liu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

A survey of low-bit large language models: Basics, systems, and algorithms.

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

Neural Networks, 2025

2024

Soft independence guided filter pruning.

Liu Yang, Shiqiao Gu, Chenyang Shen, Xile Zhao, Qinghua Hu

Pattern Recognit., 2024

LLM-QBench: A Benchmark Towards the Best Practice for Post-training Quantization of Large Language Models.

Ruihao Gong, Yang Yong, Shiqiao Gu, Yushi Huang, Yunchen Zhang, Xianglong Liu, Dacheng Tao

CoRR, 2024

LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit.

Ruihao Gong, Yang Yong, Shiqiao Gu, Yushi Huang, Chengtao Lv, Yunchen Zhang, Dacheng Tao, Xianglong Liu

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2023

Skeleton Neural Networks via Low-Rank Guided Filter Pruning.

Liu Yang, Shiqiao Gu, Chenyang Shen, Xile Zhao, Qinghua Hu

IEEE Trans. Circuits Syst. Video Technol., December, 2023

Heterogeneous Federated Learning Based on Graph Hypernetwork.

Zhengyi Xu, Liu Yang, Shiqiao Gu

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2022

Two-Stream Communication-Efficient Federated Pruning Network.

Shiqiao Gu, Liu Yang, Siqi Deng, Zhengyi Xu

Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

2021

Multi-label Learning by Exploiting Imbalanced Label Correlations.

Shiqiao Gu, Liu Yang, Yaning Li, Hui Li

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021