Peng, Xiaojiang

30 publications

ICLR 2026 EmoPrefer: Can Large Language Models Understand Human Emotion Preferences? Zheng Lian, Licai Sun, Lan Chen, Haoyu Chen, Zebang Cheng, Fan Zhang, Ziyu Jia, Ziyang Ma, Fei Ma, Xiaojiang Peng, Jianhua Tao

ICLR 2026 MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models Fan Zhang, Zebang Cheng, Chong Deng, Haoxuan Li, Zheng Lian, Qian Chen, Huadai Liu, Wen Wang, YiFan Zhang, Renrui Zhang, Ziyu Guo, Zhihong Zhu, Hao Wu, Haixin Wang, Yefeng Zheng, Xiaojiang Peng, Xian Wu, Kun Wang, Xiangang Li, Jieping Ye, Pheng-Ann Heng

CVPR 2025 A Closer Look at Time Steps Is Worthy of Triple Speed-up for Diffusion Model Training Kai Wang, Mingjia Shi, Yukun Zhou, Zekai Li, Zhihang Yuan, Yuzhang Shang, Xiaojiang Peng, Hanwang Zhang, Yang You

ICML 2025 AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models Zheng Lian, Haoyu Chen, Lan Chen, Haiyang Sun, Licai Sun, Yong Ren, Zebang Cheng, Bin Liu, Rui Liu, Xiaojiang Peng, Jiangyan Yi, Jianhua Tao

AAAI 2025 DREAM: Decoupled Discriminative Learning with Bigraph-Aware Alignment for Semi-Supervised 2D-3D Cross-Modal Retrieval Fan Zhang, Changhu Wang, Zebang Cheng, Xiaojiang Peng, Dongjie Wang, Yijia Xiao, Chong Chen, Xian-Sheng Hua, Xiao Luo

ICCV 2025 EA-ViT: Efficient Adaptation for Elastic Vision Transformer Chen Zhu, Wangbo Zhao, Huiwen Zhang, Yuhao Zhou, Weidong Tang, Shuo Wang, Zhihang Yuan, Yuzhang Shang, Xiaojiang Peng, Kai Wang, Dawei Yang

ICLR 2025 Let Your Features Tell the Differences: Understanding Graph Convolution by Feature Splitting Yilun Zheng, Xiang Li, Sitao Luan, Xiaojiang Peng, Lihui Chen

NeurIPS 2025 Pruning-Robust Mamba with Asymmetric Multi-Scale Scanning Paths Jindi Lv, Yuhao Zhou, Mingjia Shi, Zhiyuan Liang, Panpan Zhang, Xiaojiang Peng, Wangbo Zhao, Zheng Zhu, Jiancheng Lv, Qing Ye, Kai Wang

CVPRW 2025 Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Yuxiang Lin, Jingdong Sun, Zhi-Qi Cheng, Jue Wang, Haomin Liang, Zebang Cheng, Yifei Dong, Jun-Yan He, Xiaojiang Peng, Xian-Sheng Hua

ECCV 2024 DSMix: Distortion-Induced Saliency mAP Based Pre-Training for No-Reference Image Quality Assessment Jinsong Shi, Pan Gao, Xiaojiang Peng, Jie Qin

ECCV 2024 Dataset Growth Ziheng Qin, Zhaopan Xu, YuKun Zhou, Kai Wang, Zangwei Zheng, Zebang Cheng, Hao Tang, Lei Shang, Baigui Sun, Radu Timofte, Xiaojiang Peng, Hongxun Yao, Yang You

NeurIPS 2024 Emotion-Llama: Multimodal Emotion Recognition and Reasoning with Instruction Tuning Zebang Cheng, Zhi-Qi Cheng, Jun-Yan He, Jingdong Sun, Kai Wang, Yuxiang Lin, Zheng Lian, Xiaojiang Peng, Alexander G. Hauptmann

ICLR 2024 NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling Kun Wang, Hao Wu, Yifan Duan, Guibin Zhang, Kai Wang, Xiaojiang Peng, Yu Zheng, Yuxuan Liang, Yang Wang

NeurIPS 2024 Semi-Supervised Knowledge Transfer Across Multi-Omic Single-Cell Data Fan Zhang, Tianyu Liu, Zihao Chen, Xiaojiang Peng, Chong Chen, Xian-Sheng Hua, Xiao Luo, Hongyu Zhao

CVPR 2022 An Efficient Training Approach for Very Large Scale Face Recognition Kai Wang, Shuo Wang, Panpan Zhang, Zhipeng Zhou, Zheng Zhu, Xiaobo Wang, Xiaojiang Peng, Baigui Sun, Hao Li, Yang You

IJCAI 2022 Video Frame Interpolation Based on Deformable Kernel Region Haoyue Tian, Pan Gao, Xiaojiang Peng

CVPR 2021 Affordance Transfer Learning for Human-Object Interaction Detection Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao

CVPR 2021 Detecting Human-Object Interaction via Fabricated Compositional Learning Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao

ECCV 2020 Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition Jin Ye, Junjun He, Xiaojiang Peng, Wenhao Wu, Yu Qiao

CVPRW 2020 Multiple Transfer Learning and Multi-Label Balanced Training Strategies for Facial AU Detection in the Wild Sijie Ji, Kai Wang, Xiaojiang Peng, Jianfei Yang, Zhaoyang Zeng, Yu Qiao

ECCV 2020 Suppressing Mislabeled Data via Grouping and Self-Attention Xiaojiang Peng, Kai Wang, Zhaoyang Zeng, Qing Li, Jianfei Yang, Yu Qiao

CVPR 2020 Suppressing Uncertainties for Large-Scale Facial Expression Recognition Kai Wang, Xiaojiang Peng, Jianfei Yang, Shijian Lu, Yu Qiao

ECCV 2020 Visual Compositional Learning for Human-Object Interaction Detection Zhi Hou, Xiaojiang Peng, Yu Qiao, Dacheng Tao

ICCV 2019 DF2Net: A Dense-Fine-Finer Network for Detailed 3D Face Reconstruction Xiaoxing Zeng, Xiaojiang Peng, Yu Qiao

AAAI 2019 Residual Compensation Networks for Heterogeneous Face Recognition Zhongying Deng, Xiaojiang Peng, Yu Qiao

ECCV 2016 Multi-Region Two-Stream R-CNN for Action Detection Xiaojiang Peng, Cordelia Schmid

ECCV 2014 Action Recognition with Stacked Fisher Vectors Xiaojiang Peng, Changqing Zou, Yu Qiao, Qiang Peng

ECCVW 2014 Action and Gesture Temporal Spotting with Super Vector Representation Xiaojiang Peng, Limin Wang, Zhuowei Cai, Yu Qiao

ECCV 2014 Boosting VLAD with Supervised Dictionary Learning and High-Order Statistics Xiaojiang Peng, Limin Wang, Yu Qiao, Qiang Peng

CVPR 2014 Multi-View Super Vector for Action Recognition Zhuowei Cai, Limin Wang, Xiaojiang Peng, Yu Qiao