Guiguang Ding

Full Professor, School of Software, Tsinghua University

Joined

February 2019

Names

Guiguang Ding

Emails

****@tsinghua.edu.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

School of Software, Tsinghua University (tsinghua.edu.cn)

2022 – Present

Associate Professor

School of Software, Tsinghua University (tsinghua.edu.cn)

2009 – 2022

Advisors, Relations & Conflicts

Coauthor

Zijia Lin

2011 – 2014

Coauthor

Yuchen Guo

2011 – 2014

Coauthor

Mingsheng Long

2011 – 2014

Expertise

computer vision

2000 – 2020

Publications

PACT: Phase-Like Transition Constraints in Adapter-Based Continual Learning of Vision-Language Models
Xuan Wang, Guiguang Ding, Jungong Han
- OpenReview Archive Direct Upload
- Readers: Everyone
Extending LLM Context Window with Adaptive Grouped Positional Encoding: A Training-Free Method
Xinhao Xu, Jiaxin Li, Hui Chen, Zijia Lin, Jungong Han, Guiguang Ding
- OpenReview Archive Direct Upload
- Readers: Everyone
Advancing Reliable Test-Time Adaptation of Vision-Language Models under Visual Variations
Yiwen Liang, Hui Chen, Yizhe Xiong, Zihan Zhou, Mengyao Lyu, Zijia Lin, Shuaicheng Niu, Sicheng Zhao, Jungong Han, Guiguang Ding
- OpenReview Archive Direct Upload
- Readers: Everyone
PruneHal: Reducing Hallucinations in Multi-modal Large Language Models through Adaptive KV Cache Pruning
Fengyuan Sun, Hui Chen, Xinhao Xu, DanDan Zheng, Jingdong Chen, JUN ZHOU, Jungong Han, Guiguang Ding
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Unbiased Token Pruning for Efficient Large Multimodal Models
Ao Wang, Hui Chen, Zijia Lin, Lin Song, Jungong Han, Guiguang Ding
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
mmSSR: Harvesting Rich, Scalable and Transferable Multi-Modal Data for Instruction Fine-Tuning
Mengyao Lyu, Yan Li, Huasong Zhong, Wenhao Yang, Hui Chen, Jungong Han, Guiguang Ding, Zhenheng Yang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
PrefixKV: Adaptive Prefix KV Cache is What Vision Instruction-Following Models Need for Efficient Generation
Ao Wang, Hui Chen, Jianchao Tan, Kefeng Zhang, Xunliang Cai, Zijia Lin, Jungong Han, Guiguang Ding
- NeurIPS 2025 poster
- Readers: Everyone
FastVID: Dynamic Density Pruning for Fast Video Large Language Models
Leqi Shen, Guoqiang Gong, Tao He, Yifeng Zhang, pengzhang liu, Sicheng Zhao, Guiguang Ding
- NeurIPS 2025 poster
- Readers: Everyone
Towards Efficient Vision-Language Tuning: More Information Density, More Generalizability
Tianxiang Hao, Mengyao Lyu, Hui Chen, Sicheng Zhao, Xiaohan Ding, Jungong Han, Guiguang Ding
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval
Leqi Shen, Tianxiang Hao, Tao He, Sicheng Zhao, Yifeng Zhang, pengzhang liu, Yongjun Bao, Guiguang Ding
- ICLR 2025 Poster
- Readers: Everyone

View all 17 publications

Co-Authors

View all 47 co-authors