PPaperPicks

Zelin Peng

17 papers at tracked venues · 16 at CORE A* · active 2024–2026

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Venues

CVPR ×7AAAI ×5ACM MM ×1ICCV ×1MICCAI ×1NeurIPS ×1WWW ×1

Frequent coauthors

Wei Shen
×11
Zhengqin Xu
×9
Xiaokang Yang
×7
Feilong Tang
×5
Yu Huang
×5
Zhilin Zeng
×5
Changsong Wen
×4
Ming Hu
×3
Zhongxing Xu
×2
Zongyuan Ge
×2
Qingyang Liu
×1
Jiangtong Li
×1

Papers

  1. Bridging Visual Dynamics and Narrative Reasoning: Multimodal Large Language Models for Short Drama Quality Assessment
    WWW 2026 ·
    Qingyang Liu
    ,
    Jiangtong Li
    , Zelin Peng,
    Shaobo Wang
    ,
    Zhaohe Liao
    ,
    Shuochen Chang
    ,
    Bingjie Gao
    ,
    Haonan Zhao
    ,
    Mu Liu
    ,
    Jidong Jiang
    ,
    Li Niu
  2. CP-CLIP: Customized Parameter Generation for Open-vocabulary Semantic Segmentation
    AAAI 2026 · Zelin Peng,
    Zhengqin Xu
    ,
    Feilong Tang
    ,
    Wei Shen
  3. Efficient Segmentation with Multimodal Large Language Model via Token Routing
    AAAI 2026 ·
    Changsong Wen
    , Zelin Peng,
    Yu Huang
    ,
    Wei Shen
  4. ACMamba: Fast Unsupervised Anomaly Detection via An Asymmetrical Consensus State Space Model
    ACM MM 2025 ·
    Guanchun Wang
    ,
    Xiangrong Zhang
    ,
    Yifei Zhang
    , Zelin Peng,
    Tianyang Zhang
    ,
    Xu Tang
    ,
    Licheng Jiao
  5. Domain Generalization in CLIP via Learning with Diverse Text Prompts
    CVPR 2025 ·
    Changsong Wen
    , Zelin Peng,
    Yu Huang
    ,
    Xiaokang Yang
    ,
    Wei Shen
  6. FATE: Feature-Adapted Parameter Tuning for Vision-Language Models
    AAAI 2025 ·
    Zhengqin Xu
    , Zelin Peng,
    Xiaokang Yang
    ,
    Wei Shen
  7. HyperET: Efficient Training in Hyperbolic Space for Multi-modal Large Language Models
    NeurIPS 2025 · Zelin Peng,
    Zhengqin Xu
    ,
    Qingyang Liu
    ,
    Xiaokang Yang
    ,
    Wei Shen
  8. OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining
    ICCV 2025 ·
    Ming Hu
    ,
    Kun Yuan
    ,
    Yaling Shen
    ,
    Feilong Tang
    ,
    Xiaohao Xu
    ,
    Lin Zhou
    ,
    Wei Li
    ,
    Ying Chen
    ,
    Zhongxing Xu
    , Zelin Peng,
    Siyuan Yan
    ,
    Vinkle Srivastav
    ,
    Diping Song
    ,
    Tianbin Li
    ,
    Danli Shi
    ,
    Jin Ye
    ,
    Nicolas Padoy
    ,
    Nassir Navab
    ,
    Junjun He
    ,
    Zongyuan Ge
  9. Parameter-efficient Fine-tuning in Hyperspherical Space for Open-vocabulary Semantic Segmentation
    CVPR 2025 · Zelin Peng,
    Zhengqin Xu
    ,
    Zhilin Zeng
    ,
    Yu Huang
    ,
    Yaoming Wang
    ,
    Wei Shen
  10. Retaining Knowledge and Enhancing Long-Text Representations in CLIP through Dual-Teacher Distillation
    CVPR 2025 ·
    Yuheng Feng
    ,
    Changsong Wen
    , Zelin Peng,
    Li jiaye
    ,
    Siyu Zhu
  11. Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding
    CVPR 2025 ·
    Feilong Tang
    ,
    Chengzhi Liu
    ,
    Zhongxing Xu
    ,
    Ming Hu
    ,
    Zile Huang
    ,
    Haochen Xue
    ,
    Ziyang Chen
    , Zelin Peng,
    Zhiwei Yang
    ,
    Sijin Zhou
    ,
    Wenxue Li
    ,
    Yulong Li
    ,
    Wenxuan Song
    ,
    Shiyan Su
    ,
    Wei Feng
    ,
    Jionglong Su
    ,
    Mingquan Lin
    ,
    Yifan Peng
    ,
    Xuelian Cheng
    ,
    Imran Razzak
    ,
    Zongyuan Ge
  12. Star with Bilinear Mapping
    CVPR 2025 · Zelin Peng,
    Yu Huang
    ,
    Zhengqin Xu
    ,
    Feilong Tang
    ,
    Ming Hu
    ,
    Xiaokang Yang
    ,
    Wei Shen
  13. Understanding Fine-tuning CLIP for Open-vocabulary Semantic Segmentation in Hyperbolic Space
    CVPR 2025 · Zelin Peng,
    Zhengqin Xu
    ,
    Zhilin Zeng
    ,
    Changsong Wen
    ,
    Yu Huang
    ,
    Menglin Yang
    ,
    Feilong Tang
    ,
    Wei Shen
  14. LERE: Learning-Based Low-Rank Matrix Recovery with Rank Estimation
    AAAI 2024 ·
    Zhengqin Xu
    ,
    Yulun Zhang
    ,
    Chao Ma
    ,
    Yichao Yan
    , Zelin Peng,
    Shoulie Xie
    ,
    Shiqian Wu
    ,
    Xiaokang Yang
  15. Missing as Masking: Arbitrary Cross-Modal Feature Reconstruction for Incomplete Multimodal Brain Tumor Segmentation
    MICCAI 2024 ·
    Zhilin Zeng
    , Zelin Peng,
    Xiaokang Yang
    ,
    Wei Shen
  16. Parameter Efficient Fine-Tuning via Cross Block Orchestration for Segment Anything Model
    CVPR 2024 · Zelin Peng,
    Zhengqin Xu
    ,
    Zhilin Zeng
    ,
    Lingxi Xie
    ,
    Qi Tian
    ,
    Wei Shen
  17. SAM-PARSER: Fine-Tuning SAM Efficiently by Parameter Space Reconstruction
    AAAI 2024 · Zelin Peng,
    Zhengqin Xu
    ,
    Zhilin Zeng
    ,
    Xiaokang Yang
    ,
    Wei Shen