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Xiaojiang Peng

18 papers at tracked venues · 16 at CORE A* · active 2024–2025

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Venues

ACM MM ×4NeurIPS ×3CVPR ×2ECCV ×2ICLR ×2AAAI ×1ACL ×1ICCV ×1ICML ×1SIGKDD ×1

Frequent coauthors

Kai Wang
×8
Zebang Cheng
×8
Yang You
×3
Zheng Lian
×3
Xian-Sheng Hua
×3
Wangbo Zhao
×3
Zhi-Qi Cheng
×3
Mingjia Shi
×2
Yukun Zhou
×2
Zhihang Yuan
×2
Yuzhang Shang
×2
Bin Liu
×2

Papers

  1. A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training
    CVPR 2025 ·
    Kai Wang
    ,
    Mingjia Shi
    ,
    Yukun Zhou
    ,
    Zekai Li
    ,
    Zhihang Yuan
    ,
    Yuzhang Shang
    , Xiaojiang Peng,
    Hanwang Zhang
    ,
    Yang You
  2. AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models
    ICML 2025 ·
    Zheng Lian
    ,
    Haoyu Chen
    ,
    Lan Chen
    ,
    Haiyang Sun
    ,
    Licai Sun
    ,
    Yong Ren
    ,
    Zebang Cheng
    ,
    Bin Liu
    ,
    Rui Liu
    , Xiaojiang Peng,
    Jiangyan Yi
    ,
    Jianhua Tao
  3. DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval
    AAAI 2025 ·
    Fan Zhang
    ,
    Changhu Wang
    ,
    Zebang Cheng
    , Xiaojiang Peng,
    Dongjie Wang
    ,
    Yijia Xiao
    ,
    Chong Chen
    ,
    Xian-Sheng Hua
    ,
    Xiao Luo
  4. EA-Vit: Efficient Adaptation for Elastic Vision Transformer
    ICCV 2025 ·
    Chen Zhu
    ,
    Wangbo Zhao
    ,
    Huiwen Zhang
    ,
    Yuhao Zhou
    ,
    Weidong Tang
    ,
    Shuo Wang
    ,
    Zhihang Yuan
    ,
    Yuzhang Shang
    , Xiaojiang Peng,
    Kai Wang
    ,
    Dawei Yang
  5. Let Your Features Tell The Differences: Understanding Graph Convolution By Feature Splitting
    ICLR 2025 ·
    Yilun Zheng
    ,
    Xiang Li
    ,
    Sitao Luan
    , Xiaojiang Peng,
    Lihui Chen
  6. MER 2025: When Affective Computing Meets Large Language Models
    ACM MM 2025 ·
    Zheng Lian
    ,
    Rui Liu
    ,
    Kele Xu
    ,
    Bin Liu
    ,
    Xuefei Liu
    ,
    Yazhou Zhang
    ,
    Xin Liu
    ,
    Yong Li
    ,
    Zebang Cheng
    ,
    Haolin Zuo
    ,
    Ziyang Ma
    , Xiaojiang Peng,
    Xie Chen
    ,
    Ya Li
    ,
    Erik Cambria
    ,
    Guoying Zhao
    ,
    Björn W. Schuller
    ,
    Jianhua Tao
  7. MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification
    ACL 2025 ·
    Xu Zhao Pan
    ,
    Pengfei Zhou
    ,
    Jiaxin Ai
    ,
    Wangbo Zhao
    ,
    Kai Wang
    , Xiaojiang Peng,
    Wenqi Shao
    ,
    Hongxun Yao
    ,
    Kaipeng Zhang
  8. Pruning-Robust Mamba with Asymmetric Multi-Scale Scanning Paths
    NeurIPS 2025 ·
    Jindi Lv
    ,
    Yuhao Zhou
    ,
    Mingjia Shi
    ,
    Zhiyuan Liang
    ,
    Panpan Zhang
    , Xiaojiang Peng,
    Wangbo Zhao
    ,
    Zheng Zhu
    ,
    Jiancheng Lv
    ,
    Qing Ye
    ,
    Kai Wang
  9. Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models
    CVPR 2025 ·
    Yuxiang Lin
    ,
    Jingdong Sun
    ,
    Zhi-Qi Cheng
    ,
    Jue Wang
    ,
    Haomin Liang
    ,
    Zebang Cheng
    ,
    Yifei Dong
    ,
    Jun-Yan He
    , Xiaojiang Peng,
    Xian-Sheng Hua
  10. DSMix: Distortion-Induced Sensitivity Map Based Pre-training for No-Reference Image Quality Assessment
    ECCV 2024 ·
    Jinsong Shi
    ,
    Pan Gao
    , Xiaojiang Peng,
    Jie Qin
  11. Dataset Growth
    ECCV 2024 ·
    Ziheng Qin
    ,
    Zhaopan Xu
    ,
    Yukun Zhou
    ,
    Zangwei Zheng
    ,
    Zebang Cheng
    ,
    Hao Tang
    ,
    Lei Shang
    ,
    Baigui Sun
    , Xiaojiang Peng,
    Radu Timofte
    ,
    Hongxun Yao
    ,
    Kai Wang
    ,
    Yang You
  12. Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
    NeurIPS 2024 ·
    Zebang Cheng
    ,
    Zhi-Qi Cheng
    ,
    Jun-Yan He
    ,
    Kai Wang
    ,
    Yuxiang Lin
    ,
    Zheng Lian
    , Xiaojiang Peng,
    Alexander G. Hauptmann
  13. Multimodal Multi-turn Conversation Stance Detection: A Challenge Dataset and Effective Model
    ACM MM 2024 ·
    Fuqiang Niu
    ,
    Zebang Cheng
    ,
    Xianghua Fu
    , Xiaojiang Peng,
    Genan Dai
    ,
    Yin Chen
    ,
    Hu Huang
    ,
    Bowen Zhang
  14. NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling
    ICLR 2024 ·
    Kun Wang
    ,
    Hao Wu
    ,
    Yifan Duan
    ,
    Guibin Zhang
    ,
    Kai Wang
    , Xiaojiang Peng,
    Yu Zheng
    ,
    Yuxuan Liang
    ,
    Yang Wang
  15. SZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for Multimodal Emotion Recognition
    ACM MM 2024 ·
    Zebang Cheng
    ,
    Shuyuan Tu
    ,
    Dawei Huang
    ,
    Minghan Li
    , Xiaojiang Peng,
    Zhi-Qi Cheng
    ,
    Alexander G. Hauptmann
  16. Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data
    NeurIPS 2024 ·
    Fan Zhang
    ,
    Tianyu Liu
    ,
    Zihao Chen
    , Xiaojiang Peng,
    Chong Chen
    ,
    Xian-Sheng Hua
    ,
    Xiao Luo
    ,
    Hongyu Zhao
  17. The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field
    SIGKDD 2024 ·
    Kun Wang
    ,
    Guohao Li
    ,
    Shilong Wang
    ,
    Guibin Zhang
    ,
    Kai Wang
    ,
    Yang You
    ,
    Junfeng Fang
    , Xiaojiang Peng,
    Yuxuan Liang
    ,
    Yang Wang
  18. Two in One Go: Single-stage Emotion Recognition with Decoupled Subject-context Transformer
    ACM MM 2024 ·
    Xinpeng Li
    ,
    Teng Wang
    ,
    Jian Zhao
    ,
    Shuyi Mao
    ,
    Jinbao Wang
    ,
    Feng Zheng
    , Xiaojiang Peng,
    Xuelong Li