PPaperPicks

Xiaofeng Zhang

Shanghai Jiao Tong University, School of Electronic Information and Electrical Engineering, China

17 papers at tracked venues · 11 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7185-4682 ↗Homepage ↗

Venues

ACL ×4ACM MM ×2EMNLP ×2AAAI ×1ICLR ×1ICML ×1IJCAI ×1MICCAI ×1NAACL ×1NeurIPS ×1WACV ×1WWW ×1

Frequent coauthors

Xiaosong Yuan
×10
Chen Shen
×6
Jieping Ye
×5
Jiawei Cao
×4
Xuhang Chen
×4
Chaochen Gu
×4
Shaotian Yan
×4
Yihao Quan
×3
Hao Cheng
×3
Kaijie Wu
×3
Liang Xie
×3
Wenxiao Wang
×3

Papers

  1. ART: Attention Replacement Technique to Improve Factuality in LLMs
    ACL 2026 ·
    Ziqin Luo
    ,
    Yihao Quan
    , Xiaofeng Zhang,
    Xiaosong Yuan
    ,
    Chen Shen
  2. D3ToM: Decider-Guided Dynamic Token Merging for Accelerating Diffusion MLLMs
    AAAI 2026 ·
    Shuochen Chang
    , Xiaofeng Zhang,
    Qingyang Liu
    ,
    Li Niu
  3. Reasoning Fails Where Step Flow Breaks
    ACL 2026 ·
    Xiaoyu Xu
    ,
    Yulan Pan
    ,
    Xiaosong Yuan
    ,
    Zhihong Shen
    ,
    Minghao Su
    ,
    Yuanhao Su
    , Xiaofeng Zhang
  4. SeaRAG: Reducing Hallucination in Retrieval-Augmented Generation via Statement-Entity Adaptive Ranking
    WWW 2026 ·
    Xiaosong Yuan
    , Xiaofeng Zhang,
    Di Zhao
    ,
    Yijia Zhang
    ,
    Ying Wang
  5. TokenPenalty: Alleviating Attention Sinks and Positional Decay in LVLMs
    ACL 2026 · Xiaofeng Zhang,
    Yuanchao Zhu
    ,
    Qiyan Zhao
    ,
    Xiaosong Yuan
    ,
    Jiawei Cao
    ,
    Xuhang Chen
  6. Unlocking the Black Box of Latent Reasoning: An Interpretability-Guided Approach to Intervention
    ACL 2026 ·
    Shuochen Chang
    ,
    Tong Bai
    , Xiaofeng Zhang,
    Qianli Ma
    ,
    Qingyang Liu
    ,
    Zhaohe Liao
    ,
    Yibo Miao
    ,
    Li Niu
  7. EFDTR: Learnable Elliptical Fourier Descriptor Transformer for Instance Segmentation
    ICML 2025 ·
    Jiawei Cao
    ,
    Chaochen Gu
    ,
    Hao Cheng
    , Xiaofeng Zhang,
    Kaijie Wu
    ,
    Changsheng Lu
  8. From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks
    NAACL 2025 · Xiaofeng Zhang,
    Yihao Quan
    ,
    Chen Shen
    ,
    Xiaosong Yuan
    ,
    Shaotian Yan
    ,
    Liang Xie
    ,
    Wenxiao Wang
    ,
    Chaochen Gu
    ,
    Hao Tang
    ,
    Jieping Ye
  9. High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer
    WACV 2025 ·
    Mingxian Li
    ,
    Hao Sun
    ,
    Yingtie Lei
    , Xiaofeng Zhang,
    Yihang Dong
    ,
    Yilin Zhou
    ,
    Zimeng Li
    ,
    Xuhang Chen
  10. Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach
    ICLR 2025 ·
    Sinan Fan
    ,
    Liang Xie
    ,
    Chen Shen
    ,
    Ge Teng
    ,
    Xiaosong Yuan
    , Xiaofeng Zhang,
    Chenxi Huang
    ,
    Wenxiao Wang
    ,
    Xiaofei He
    ,
    Jieping Ye
  11. LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction
    IJCAI 2025 ·
    Jiesong Bai
    ,
    Yuhao Yin
    ,
    Yihang Dong
    , Xiaofeng Zhang,
    Chi-Man Pun
    ,
    Xuhang Chen
  12. Longitudinal MRI-Clinical Multimodal Fusion for pCR Prediction in Breast Cancer
    MICCAI 2025 ·
    Dingrui Ma
    ,
    Jiawei Cao
    ,
    Hao Cheng
    ,
    Dan Zhou
    ,
    Jianping Liu
    , Xiaofeng Zhang,
    Kaijie Wu
    ,
    Chaochen Gu
    ,
    Xinping Guan
  13. MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models
    ACM MM 2025 ·
    Qiyan Zhao
    , Xiaofeng Zhang,
    Yiheng Li
    ,
    Yun Xing
    ,
    Xiaosong Yuan
    ,
    Feilong Tang
    ,
    Sinan Fan
    ,
    Xuhang Chen
    ,
    Da-Han Wang
    ,
    Xu-Yao Zhang
  14. SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning
    EMNLP 2025 ·
    Yue Xin
    ,
    Chen Shen
    ,
    Shaotian Yan
    ,
    Xiaosong Yuan
    ,
    Yaoming Wang
    , Xiaofeng Zhang,
    Chenxi Huang
    ,
    Jieping Ye
  15. Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs
    EMNLP 2025 · Xiaofeng Zhang,
    Yihao Quan
    ,
    Chen Shen
    ,
    Chaochen Gu
    ,
    Xiaosong Yuan
    ,
    Shaotian Yan
    ,
    Jiawei Cao
    ,
    Hao Cheng
    ,
    Kaijie Wu
    ,
    Jieping Ye
  16. DOPRA: Decoding Over-accumulation Penalization and Re-allocation in Specific Weighting Layer
    ACM MM 2024 ·
    Jinfeng Wei
    , Xiaofeng Zhang
  17. Instance-adaptive Zero-shot Chain-of-Thought Prompting
    NeurIPS 2024 ·
    Xiaosong Yuan
    ,
    Chen Shen
    ,
    Shaotian Yan
    , Xiaofeng Zhang,
    Liang Xie
    ,
    Wenxiao Wang
    ,
    Renchu Guan
    ,
    Ying Wang
    ,
    Jieping Ye