Xiaofeng Zhang (张晓峰)Ph.D student, SJTU
Key Laboratory of System Control and Information Processing
|
 |
News
|
About Me
I am currently an Ph.D student at SJTU, Shang Hai Jiao Tong University . Prior to that, I received my bachelor degree in NJUPT. My current research focuses on large vision-language models.
Biography
Preprints
|
Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs Xiaofeng Zhang, Yihao Quan, Chaochen Gu, Chen Shen, Xiaosong Yuan, Shaotian Yan, Jieping Ye [arXiv] |
| |
Publications
|
From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks Xiaofeng Zhang, Yihao Quan, Chen Shen, Xiaosong Yuan, Shaotian Yan, Chaochen Gu, Hao Tang, Jieping Ye NAACL 2025 Oral🏆 [arXiv] [Code] |
| | |
|
Enhancing Multimodal Large Language Models Complex Reasoning via Similarity Computation Xiaofeng Zhang, Fanshuo Zeng, Yihao Quan, Zheng Hui, Jiawei Yao AAAI, 2025/Neural Network 2025 [Code] |
| | |
|
DOPRA: Decoding Over-accumulation Penalization and Re-allocation in Specific Weighting Layer Jingfeng Wei*, Xiaofeng Zhang*(corresponding author/projector leader) ACM MM, 2024 [arXiv] |
| | |
|
High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer Mingxian Li, Hao Sun, Yingtie Lei,Xiaofeng Zhang, Yihang Dong, Yilin Zhou, Zimeng Li, Xuhang Chen WACV, 2025 oral🏆. [arXiv] [Code] |
| | |
|
Improving complex reasoning with dynamic prompt corruption: a soft prompt optimization approch Sinan Fan, Liang Xie, Chen Shen, Ge Teng, Xiaosong Yuan, Xiaofeng Zhang, Jieping Ye ICLR, 2025. |
| | |
|
Instance-adaptive Zero-shot Chain-of-Thought Prompting Xiaosong Yuan, Chen Shen, Shaotian Yan, Xiaofeng Zhang, Liang Xie, Wenxiao Wang, Renchu Guan, Ying Wang, Jieping Ye NeurIPS, 2024. [arXiv] |
| | |
|
Wakeup-Darkness: When Multimodal Meets Unsupervised Low-light Image Enhancement Xiaofeng Zhang, Zishan Xu, Hao Tang, Chaochen Gu, Wei Chen ACM Transactions on Multimedia Computing, Communications, 2025 [arXiv] [Code] |
| | |
|
Improving depth gradient continuity in transformers: A comparative study on monocular depth estimation with cnn Jiawei Yao, Tong Wu,Xiaofeng Zhang BMVC, 2024. [arXiv] [Code] |
| | |
|
MuralDiff:Diffusion for Ancient Murals restoration on Large-scale Pre-training Zishan Xu,Xiaofeng Zhang, Wei Chen, Jueting Liu, Tingting Xu, Zehua Wang IEEE Transactions on Emerging Topics in Computational Intelligence(TETCI), 2024. [arXiv] |
| | |
|
Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement Jiesong Bai, Yuhao Yin, Qiyuan He, Yuanxian Li, Xiaofeng Zhang*(corresponding author), ICONIP, 2024. [arXiv] [Code] |
| | |
|
SpA-Former: An Effective and lightweight Transformer for image shadow removal Xiaofeng Zhang, Yudi Zhao, Chaochen Gu International Joint Conference on Neural Networks, (IJCNN), 2023. [arXiv] [Code] |
| | |
|
Memory augment is All You Need for image restoration Xiaofeng Zhang, Chaochen Gu, Shanying Zhu [arXiv] [Code] |
| | |
|
Sienet: Siamese expansion network for image extrapolation Xiaofeng Zhang, Feng Chen, Cailing Wang IEEE Signal Processing Letters (SPL), 2021. [Paper] [Code] |
| |
Awards
| |
Services
| |