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

Weizhong Huang
DBLP profile ↗ORCID search ↗
×3
Yunshan Zhong
DBLP profile ↗ORCID search ↗
×3
Jingjing Xie
DBLP profile ↗ORCID search ↗
×3
Wenhao Li
DBLP profile ↗ORCID search ↗
×2
Baiyang Song
DBLP profile ↗ORCID search ↗
×1
Chenyi Yang
DBLP profile ↗ORCID search ↗
×1
Gen Luo
DBLP profile ↗ORCID search ↗
×1
Zhaohong Huang
DBLP profile ↗ORCID search ↗
×1
Lirui Zhao
DBLP profile ↗ORCID search ↗
×1

Papers

  1. KTV: Keyframes and Key Tokens Selection for Efficient Training-Free Video LLMs
    AAAI 2026 ·
    Baiyang Song
    DBLP profile ↗ORCID search ↗
  2. BAME: Block-Aware Mask Evolution for Efficient N: M Sparse Training
    ICML 2025 ·
    Chenyi Yang
    DBLP profile ↗ORCID search ↗
  3. Determining Layer-wise Sparsity for Large Language Models Through a Theoretical Perspective
    ICML 2025 ·
    Weizhong Huang
    DBLP profile ↗ORCID search ↗
  4. Discovering Important Experts for Mixture-of-Experts Models Pruning Through a Theoretical Perspective
    NeurIPS 2025 ·
    Weizhong Huang
    DBLP profile ↗ORCID search ↗
  5. Dynamic Low-Rank Sparse Adaptation for Large Language Models
    ICLR 2025 ·
    Weizhong Huang
    DBLP profile ↗ORCID search ↗
  6. Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models
    ICLR 2025 ·
    Gen Luo
    DBLP profile ↗ORCID search ↗
  7. GS-Bias: Global-Spatial Bias Learner for Single-Image Test-Time Adaptation of Vision-Language Models
    ICML 2025 ·
    Zhaohong Huang
    DBLP profile ↗ORCID search ↗
  8. Semantic Alignment and Reinforcement for Data-Free Quantization of Vision Transformers
    ICCV 2025 ·
    Yunshan Zhong
    DBLP profile ↗ORCID search ↗
  9. Spotlight Attention: Towards Efficient LLM Generation via Non-linear Hashing-based KV Cache Retrieval
    NeurIPS 2025 ·
    Wenhao Li
    DBLP profile ↗ORCID search ↗
  10. TextRefiner: Internal Visual Feature as Efficient Refiner for Vision-Language Models Prompt Tuning
    AAAI 2025 ·
    Jingjing Xie
    DBLP profile ↗ORCID search ↗
  11. Training Long-Context LLMs Efficiently via Chunk-wise Optimization
    ACL 2025 ·
    Wenhao Li
    DBLP profile ↗ORCID search ↗
  12. Advancing Multimodal Large Language Models with Quantization-Aware Scale Learning for Efficient Adaptation
    ACM MM 2024 ·
    Jingjing Xie
    DBLP profile ↗ORCID search ↗
  13. CaM: Cache Merging for Memory-efficient LLMs Inference
    ICML 2024 · Yuxin Zhang
  14. DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model
    CVPR 2024 ·
    Lirui Zhao
    DBLP profile ↗ORCID search ↗
  15. Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs
    ICLR 2024 · Yuxin Zhang
  16. ERQ: Error Reduction for Post-Training Quantization of Vision Transformers
    ICML 2024 ·
    Yunshan Zhong
    DBLP profile ↗ORCID search ↗
  17. Learning Image Demoiréing from Unpaired Real Data
    AAAI 2024 ·
    Yunshan Zhong
    DBLP profile ↗ORCID search ↗
  18. UniPTS: A Unified Framework for Proficient Post-Training Sparsity
    CVPR 2024 ·
    Jingjing Xie
    DBLP profile ↗ORCID search ↗