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Xinmei Tian

University of Science and Technology of China, Department of Electronic Engineering and Information Science, Hefei, China

24 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-5952-8753 ↗Google Scholar ↗Homepage ↗

Venues

ICLR ×6ICML ×4NeurIPS ×4ACL ×3AAAI ×2CVPR ×2ACM MM ×1EMNLP ×1UAI ×1

Frequent coauthors

Yonggang Zhang
×12
Xu Shen
×8
Jieping Ye
×8
Zhen Huang
×6
Dacheng Tao
×5
Bo Han
×5
Tongliang Liu
×5
Fangming Cui
×4
Shi Fu
×4
Le Lu
×4
Houqiang Li
×4
Wei Li
×3

Papers

  1. Bridging the Language Gap: Uncovering and Aligning Shared Circuits for Multi-Hop Reasoning in Multilingual LLMs
    AAAI 2026 ·
    Chenghao Sun
    ,
    Zhen Huang
    ,
    Yonggang Zhang
    , Xinmei Tian,
    Xu Shen
    ,
    Jieping Ye
  2. Cross-Modal Masked Compositional Concept Modeling for Enhancing Visio-Linguistic Compositionality
    ACL 2026 ·
    Wei Li
    ,
    Zhen Huang
    , Xinmei Tian
  3. A Similarity Paradigm Through Textual Regularization Without Forgetting
    AAAI 2025 ·
    Fangming Cui
    ,
    Jan Fong
    ,
    Rongfei Zeng
    , Xinmei Tian,
    Jun Yu
  4. A Theoretical Perspective: How to Prevent Model Collapse in Self-consuming Training Loops
    ICLR 2025 ·
    Shi Fu
    ,
    Yingjie Wang
    ,
    Yuzhu Chen
    , Xinmei Tian,
    Dacheng Tao
  5. An Effective Levelling Paradigm for Unlabeled Scenarios
    NeurIPS 2025 ·
    Fangming Cui
    ,
    Zhou Yu
    ,
    Di Yang
    ,
    Yuqiang Ren
    ,
    Liang Xiao
    , Xinmei Tian
  6. Detecting Generated Images by Fitting Natural Image Distributions
    NeurIPS 2025 ·
    Yonggang Zhang
    ,
    Jun Nie
    , Xinmei Tian,
    Mingming Gong
    ,
    Kun Zhang
    ,
    Bo Han
  7. Enhancing Target-unspecific Tasks through a Features Matrix
    ICML 2025 ·
    Fangming Cui
    ,
    Yonggang Zhang
    ,
    Xuan Wang
    , Xinmei Tian,
    Jun Yu
  8. Epistemic Uncertainty for Generated Image Detection
    NeurIPS 2025 ·
    Jun Nie
    ,
    Yonggang Zhang
    ,
    Tongliang Liu
    ,
    Yiu-ming Cheung
    ,
    Bo Han
    , Xinmei Tian
  9. Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings
    ACL 2025 ·
    Chenghao Sun
    ,
    Zhen Huang
    ,
    Yonggang Zhang
    ,
    Le Lu
    ,
    Houqiang Li
    , Xinmei Tian,
    Xu Shen
    ,
    Jieping Ye
  10. Leveraging Submodule Linearity Enhances Task Arithmetic Performance in LLMs
    ICLR 2025 ·
    Rui Dai
    ,
    Sile Hu
    ,
    Xu Shen
    ,
    Yonggang Zhang
    , Xinmei Tian,
    Jieping Ye
  11. Towards Generalizable Detector for Generated Image
    NeurIPS 2025 ·
    Qianshu Cai
    ,
    Chao Wu
    ,
    Yonggang Zhang
    ,
    Jun Yu
    , Xinmei Tian
  12. Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models
    ACL 2025 ·
    Wei Li
    ,
    Zhen Huang
    ,
    Houqiang Li
    ,
    Le Lu
    ,
    Yang Lu
    , Xinmei Tian,
    Xu Shen
    ,
    Jieping Ye
  13. Adaptive Time-Stepping Schedules for Diffusion Models
    UAI 2024 ·
    Yuzhu Chen
    ,
    Fengxiang He
    ,
    Shi Fu
    , Xinmei Tian,
    Dacheng Tao
  14. Advancing Prompt Learning through an External Layer
    ACM MM 2024 ·
    Fangming Cui
    ,
    Xun Yang
    ,
    Chao Wu
    ,
    Liang Xiao
    , Xinmei Tian
  15. Convergence of Bayesian Bilevel Optimization
    ICLR 2024 ·
    Shi Fu
    ,
    Fengxiang He
    , Xinmei Tian,
    Dacheng Tao
  16. Enhanced Motion-Text Alignment for Image-to-Video Transfer Learning
    CVPR 2024 ·
    Wei Zhang
    ,
    Chaoqun Wan
    ,
    Tongliang Liu
    , Xinmei Tian,
    Xu Shen
    ,
    Jieping Ye
  17. FedImpro: Measuring and Improving Client Update in Federated Learning
    ICLR 2024 ·
    Zhenheng Tang
    ,
    Yonggang Zhang
    ,
    Shaohuai Shi
    , Xinmei Tian,
    Tongliang Liu
    ,
    Bo Han
    ,
    Xiaowen Chu
  18. From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning
    ICML 2024 ·
    Wei Chen
    ,
    Zhen Huang
    ,
    Liang Xie
    ,
    Binbin Lin
    ,
    Houqiang Li
    ,
    Le Lu
    , Xinmei Tian,
    Deng Cai
    ,
    Yonggang Zhang
    ,
    Wenxiao Wang
    ,
    Xu Shen
    ,
    Jieping Ye
  19. Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional Understanding
    EMNLP 2024 ·
    Wei Li
    ,
    Zhen Huang
    , Xinmei Tian,
    Le Lu
    ,
    Houqiang Li
    ,
    Xu Shen
    ,
    Jieping Ye
  20. Interpreting and Improving Large Language Models in Arithmetic Calculation
    ICML 2024 ·
    Wei Zhang
    ,
    Chaoqun Wan
    ,
    Yonggang Zhang
    ,
    Yiu-ming Cheung
    , Xinmei Tian,
    Xu Shen
    ,
    Jieping Ye
  21. Out-of-Distribution Detection with Negative Prompts
    ICLR 2024 ·
    Jun Nie
    ,
    Yonggang Zhang
    ,
    Zhen Fang
    ,
    Tongliang Liu
    ,
    Bo Han
    , Xinmei Tian
  22. Robust Training of Federated Models with Extremely Label Deficiency
    ICLR 2024 ·
    Yonggang Zhang
    ,
    Zhiqin Yang
    , Xinmei Tian,
    Nannan Wang
    ,
    Tongliang Liu
    ,
    Bo Han
  23. Sheared Backpropagation for Fine-Tuning Foundation Models
    CVPR 2024 ·
    Zhiyuan Yu
    ,
    Li Shen
    ,
    Liang Ding
    , Xinmei Tian,
    Yixin Chen
    ,
    Dacheng Tao
  24. Towards Theoretical Understandings of Self-Consuming Generative Models
    ICML 2024 ·
    Shi Fu
    ,
    Sen Zhang
    ,
    Yingjie Wang
    , Xinmei Tian,
    Dacheng Tao