Selected Publications

Representative Publications

1. 2026

   A survey of robotic manipulation: From bottom-up approaches to end-to-end paradigms with LLMs, Neurocomputing, 2026. PDF

   Kai Peng, Qing Li, Zhijian He, Bowen Zhang, Xianghua Fu, Bin Li, Xiaohui Wang, Zhi-Qi Cheng, Yan Yan, Xiaojiang Peng

2. 2026

   MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models, ICLR, 2026. PDF

   Fan Zhang, Zebang Cheng, Xiaojiang Peng, et al.

3. 2025

   miMamba: EEG-Based Emotion Recognition With Multi-Scale Inverted Mamba Models, IEEE Transactions on Affective Computing, 2025

   Xin Zhou, Dawei Huang, Xiaojiang Peng, Lijun Yin

4. 2025

   A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training, CVPR, 2025. PDF CODE

   Kai Wang, Mingjia Shi, Zekai Li, Yukun Zhou, Zhihang Yuan, Yuzhang Shang, Xiaojiang Peng, Hanwang Zhang, Yang You

5. 2024

   Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning, NeurIPS, 2024. PDF

   Zebang Cheng, Zhi-Qi Cheng, Jun-Yan He, Jingdong Sun, Kai Wang, Yuxiang Lin, Zheng Lian, Xiaojiang Peng, Alexander Hauptmann

6. 2024

   Two in One Go: Single-stage Emotion Recognition with Decoupled Subject-context Transformer, ACM Multimedia, 2024. PDF

   Xinpeng Li, Teng Wang, Jian Zhao, Shuyi Mao, Jinbao Wang, Feng Zheng, Xiaojiang Peng, Xuelong Li

7. 2023

   Semi-Supervised Multimodal Emotion Recognition with Expression MAE, ACM MM, 2023. PDF

   Zebang Cheng, Yuxiang Lin, Zhaoru Chen, Xiang Li, Shuyi Mao, Fan Zhang, Daijun Ding, Bowen Zhang, Xiaojiang Peng

8. 2020

   Suppressing Mislabeled Data via Grouping and Self-Attention, ECCV, 2020. PDF CODE

   Xiaojiang Peng*, Kai Wang*, Zhaoyang Zeng*, Qing Li, Jianfei Yang, Yu Qiao

9. 2020

   Suppressing Uncertainties for Large-Scale Facial Expression Recognition, CVPR, 2020. PDF CODE

   Kai Wang*, Xiaojiang Peng*, Jianfei Yang, Shijian Lv, Yu Qiao

10. 2020

    Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition, IEEE Transactions on Image Processing, 2020. PDF CODE

    Kai Wang*, Xiaojiang Peng*, Jianfei Yang, Debin Meng, Yu Qiao

11. 2019

    Mutual Component Convolutional Neural Networks for Heterogeneous Face Recognition, IEEE Transactions on Image Processing, 2019. PDF

    Zhongying Deng*, Xiaojiang Peng*, Yu Qiao

12. 2019

    DF2Net: A Dense-Fine-Finer Network for Detailed 3D Face Reconstruction, ICCV, 2019. PDF CODE

    Xiaoxing Zeng*, Xiaojiang Peng*, Yu Qiao

13. 2019

    Residual Compensation Networks for Heterogeneous Face Recognition, AAAI, 2019. PDF CODE

    Zhongying Deng*, Xiaojiang Peng*, Yu Qiao

14. 2018

    Frankenstein: Learning Deep Face Representations using Small Data, IEEE Transactions on Image Processing, 2018. PDF

    Guosheng Hu, Xiaojiang Peng, Yongxin Yang, Timothy Hospedales, Jakob Verbeek

15. 2016

    Multi-region two-stream R-CNN for action detection, ECCV, 2016. PDF CODE

    Xiaojiang Peng, Cordelia Schmid

16. 2016

    Bag of Visual Words and Fusion Methods for Action Recognition: Comprehensive Study and Good Practice, Computer Vision and Image Understanding, 2016. PDF

    Xiaojiang Peng, Limin Wang, Xingxing Wang, Yu Qiao

17. 2014

    Action Recognition with Stacked Fisher Vectors, ECCV, 2014. PDF

    Xiaojiang Peng, Changqing Zou, Yu Qiao, Qiang Peng