Xiao Feng Zhang

张晓峰

Ph.D Candidate

Shang Hai Jiao Tong unversity, Shang Hai, China

Email: framebreak@sjtu.edu.cn
Wechat:SemiZxf
My Google Scholar | My GitHub


Biography

I am currently a PhD student in SJTU, under supervised by Pro.Chaochen Gu and Pro.Shanying Zhu , and also under supervised by Tang Hao.
I received my Master in Nanjing University Of Posts And Telecommunications, 2021. Now i am an intern research in DAMO academic (Ali Cloud) and my research interests focus on Computer Vision, especially low-level vision tasks, Large language model, Multimodal Large model.

Publication

2024

  • 2024.10 Simignore: Exploring and Enhancing Multimodal Large Model Complex Reasoning via Similarity Computation
    Xiaofeng Zhang, Fanshuo Zeng, Chaochen Gu
    Neural Network 2024(CCF B 一区TOP)
    [code]

  • 2024.9 Instance-adaptive Zero-shot Chain-of-Thought Prompting
    X Yuan, C Shen, S Yan, X Zhang, L Xie, W Wang, R Guan, Y Wang, J Ye
    NeurPS 2024 (CCF A)

  • 2024.6 DOPRA: Decoding Over-accumulation Penalization and Re-allocation in Specific Weighting Layer
    Jinfeng Wei*, Xiaofeng Zhang*,
    ACMMM 2024 (CCF A, co-first author, corresponding author)

  • 2024.4 Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement
    Jiesong Bai, Yuhao Yin, Qiyuan He, Yuanxian Li, Xiaofeng Zhang*,
    ICONIP (CCF-C) * denote mentor
    [code]

  • 2024.3 Mitigating Hallucination Issues in Small-Parameter LLMs through Inter-Layer Contrastive Decoding
    Fan Li, Xiaofeng Zhang, Peng Zhang,
    IJCNN 2024 (CCF-C oral)

  • 2024.2 Wakeup-Darkness: When Segment Anything Model Meets Low-Light Image Enhancement
    Xiaofeng Zhang, Zishan Xu, Hao Tang, Chaochen Gu, Shanying Zhu
    ACM TOMM 2024 (CCF B, JCR Q1)
    [code]

  • 2024.1 MuralDiff:Diffusion for Ancient Murals restoration on Large-scale Pre-training
    Zishan Xu, Xiaofeng Zhang, Wei Chen, Jue Ting Liu, Tingting Xu , Ze Hua Wang
    IEEE Transactions on Emerging Topics in Computational Intelligence (IF=5.3 中科院二区)

2023

  • Memory augment is All You Need for image restoration
    Xiaofeng Zhang,Chaochen Gu, Shanying Zhu
    [code]

  • Shadclips:When Segment Anything Model meet shadow removal
    Xiaofeng Zhang, Zishan Xu, Hao Tang, Chaochen Gu, Shanying Zhu
    IJPRAI (IF=1.5 中科院四区)
    [code]

  • SpA-Former:An Effective and lightweight Transformer for image shadow removal
    Xiaofeng Zhang, Yudi Zhao, Chaochen Gu∗,Changsheng Lu, Shanying Zhu
    Joint Conference on Neural Networks (IJCNN 2023 oral)
    [code]

2021

  • SiENet: Siamese Expansion Network for Image Extrapolation
    Xiaofeng Zhang, Feng Chen , Cailing Wang, Ming Tao, and Guo-Ping Jiang
    IEEE Signal Processing letters (SPL 2020, IF=3.9 中科院二区)
    [code]

Service

I am currently servicing as a reviewr in TIP, TETCI, IJCAI, IJCNN, ICPR, ICIC.