PPaperPicks

Yuxin Zhang

Xiamen University, MAC Lab, School of Informatics, Fujian, China

18 papers at tracked venues · 18 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4409-7030 ↗Homepage ↗

Venues

ICML ×5AAAI ×3ICLR ×3CVPR ×2NeurIPS ×2ACL ×1ACM MM ×1ICCV ×1

Frequent coauthors

Rongrong Ji
×16
Fei Chao
×6
Xiawu Zheng
×5
Liujuan Cao
×4
Gen Luo
×4
Jingjing Xie
×4
Yunshan Zhong
×4
Weizhong Huang
×3
Mingbao Lin
×3
Jun Peng
×2
Yiwu Yao
×2
Zhaohong Huang
×2

Papers

  1. KTV: Keyframes and Key Tokens Selection for Efficient Training-Free Video LLMs
    AAAI 2026 ·
    Baiyang Song
    ,
    Jun Peng
    , Yuxin Zhang,
    Guangyao Chen
    ,
    Feidiao Yang
    ,
    Jianyuan Guo
  2. BAME: Block-Aware Mask Evolution for Efficient N: M Sparse Training
    ICML 2025 ·
    Chenyi Yang
    ,
    Wenjie Nie
    , Yuxin Zhang,
    Yuhang Wu
    ,
    Xiawu Zheng
    ,
    Guannan Jiang
    ,
    Rongrong Ji
  3. Determining Layer-wise Sparsity for Large Language Models Through a Theoretical Perspective
    ICML 2025 ·
    Weizhong Huang
    , Yuxin Zhang,
    Xiawu Zheng
    ,
    Fei Chao
    ,
    Rongrong Ji
  4. Discovering Important Experts for Mixture-of-Experts Models Pruning Through a Theoretical Perspective
    NeurIPS 2025 ·
    Weizhong Huang
    , Yuxin Zhang,
    Xiawu Zheng
    ,
    Fei Chao
    ,
    Rongrong Ji
    ,
    Liujuan Cao
  5. Dynamic Low-Rank Sparse Adaptation for Large Language Models
    ICLR 2025 ·
    Weizhong Huang
    , Yuxin Zhang,
    Xiawu Zheng
    ,
    Yang Liu
    ,
    Jing Lin
    ,
    Yiwu Yao
    ,
    Rongrong Ji
  6. Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models
    ICLR 2025 ·
    Gen Luo
    ,
    Yiyi Zhou
    , Yuxin Zhang,
    Xiawu Zheng
    ,
    Xiaoshuai Sun
    ,
    Rongrong Ji
  7. GS-Bias: Global-Spatial Bias Learner for Single-Image Test-Time Adaptation of Vision-Language Models
    ICML 2025 ·
    Zhaohong Huang
    , Yuxin Zhang,
    Jingjing Xie
    ,
    Fei Chao
    ,
    Rongrong Ji
  8. Semantic Alignment and Reinforcement for Data-Free Quantization of Vision Transformers
    ICCV 2025 ·
    Yunshan Zhong
    ,
    Yuyao Zhou
    , Yuxin Zhang,
    Wanchen Sui
    ,
    Shen Li
    ,
    Yong Li
    ,
    Fei Chao
    ,
    Rongrong Ji
  9. Spotlight Attention: Towards Efficient LLM Generation via Non-linear Hashing-based KV Cache Retrieval
    NeurIPS 2025 ·
    Wenhao Li
    , Yuxin Zhang,
    Gen Luo
    ,
    Haiyuan Wan
    ,
    Ziyang Gong
    ,
    Fei Chao
    ,
    Rongrong Ji
  10. TextRefiner: Internal Visual Feature as Efficient Refiner for Vision-Language Models Prompt Tuning
    AAAI 2025 ·
    Jingjing Xie
    , Yuxin Zhang,
    Jun Peng
    ,
    Zhaohong Huang
    ,
    Liujuan Cao
  11. Training Long-Context LLMs Efficiently via Chunk-wise Optimization
    ACL 2025 ·
    Wenhao Li
    , Yuxin Zhang,
    Gen Luo
    ,
    Daohai Yu
    ,
    Rongrong Ji
  12. Advancing Multimodal Large Language Models with Quantization-Aware Scale Learning for Efficient Adaptation
    ACM MM 2024 ·
    Jingjing Xie
    , Yuxin Zhang,
    Mingbao Lin
    ,
    Liujuan Cao
    ,
    Rongrong Ji
  13. CaM: Cache Merging for Memory-efficient LLMs Inference
    ICML 2024 · Yuxin Zhang,
    Yuxuan Du
    ,
    Gen Luo
    ,
    Yunshan Zhong
    ,
    Zhenyu Zhang
    ,
    Shiwei Liu
    ,
    Rongrong Ji
  14. DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model
    CVPR 2024 ·
    Lirui Zhao
    ,
    Yue Yang
    ,
    Kaipeng Zhang
    ,
    Wenqi Shao
    , Yuxin Zhang,
    Yu Qiao
    ,
    Ping Luo
    ,
    Rongrong Ji
  15. Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs
    ICLR 2024 · Yuxin Zhang,
    Lirui Zhao
    ,
    Mingbao Lin
    ,
    Yunyun Sun
    ,
    Yiwu Yao
    ,
    Xingjia Han
    ,
    Jared Tanner
    ,
    Shiwei Liu
    ,
    Rongrong Ji
  16. ERQ: Error Reduction for Post-Training Quantization of Vision Transformers
    ICML 2024 ·
    Yunshan Zhong
    ,
    Jiawei Hu
    ,
    You Huang
    , Yuxin Zhang,
    Rongrong Ji
  17. Learning Image Demoiréing from Unpaired Real Data
    AAAI 2024 ·
    Yunshan Zhong
    ,
    Yuyao Zhou
    , Yuxin Zhang,
    Fei Chao
    ,
    Rongrong Ji
  18. UniPTS: A Unified Framework for Proficient Post-Training Sparsity
    CVPR 2024 ·
    Jingjing Xie
    , Yuxin Zhang,
    Mingbao Lin
    ,
    Zhihang Lin
    ,
    Liujuan Cao
    ,
    Rongrong Ji