| 2025 | AAAI | 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 |
| 2025 | ACL | MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification. | Xu Zhao Pan, Pengfei Zhou, Jiaxin Ai, Wangbo Zhao, Kai Wang, Xiaojiang Peng, Wenqi Shao, Hongxun Yao, Kaipeng Zhang |
| 2025 | ADMA | Mamba-Enhanced Text-Audio-Video Alignment Network for Emotion Recognition in Conversations. | Xinran Li, Xiaomao Fan, Qingyang Wu, Xiaojiang Peng, Ye Li |
| 2025 | CVPR | 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 |
| 2025 | CVPR | 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 |
| 2025 | ICASSP | Enhancing 6D Pose Estimation with Cross-modal Fusion Network and Density-peak Keypoint Localization. | Liming Zhang, Qing Li, Zhenhong Chen, Chuan Yan, Xiaojiang Peng |
| 2025 | ICASSP | UMETTS: A Unified Framework for Emotional Text-to-Speech Synthesis with Multimodal Prompts. | Xiang Li, Zhi-Qi Cheng, Jun-Yan He, Junyao Chen, Xiaomao Fan, Xiaojiang Peng, Alexander G. Hauptmann |
| 2025 | ICASSP | Open-Vocabulary Visual Emotion Adaptation via Prompt Learning. | Zhaopan Xu, Sicheng Zhao, Xiaojiang Peng, Hongxun Yao |
| 2025 | ICASSP | DeformAvatar: Point-Based Human Avatar Re-targeting and Rendering. | Renyi Zhan, Zhi-Qi Cheng, Junyao Chen, Xiaojiang Peng |
| 2025 | ICCV | 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 |
| 2025 | ICLR | Let Your Features Tell The Differences: Understanding Graph Convolution By Feature Splitting. | Yilun Zheng, Xiang Li, Sitao Luan, Xiaojiang Peng, Lihui Chen |
| 2025 | ICML | 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 |
| 2024 | COLING | A Challenge Dataset and Effective Models for Conversational Stance Detection. | Fuqiang Niu, Min Yang, Ang Li, Baoquan Zhang, Xiaojiang Peng, Bowen Zhang |
| 2024 | ECCV | Dataset Growth. | 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 |
| 2024 | ECCV | DSMix: Distortion-Induced Sensitivity Map Based Pre-training for No-Reference Image Quality Assessment. | Jinsong Shi, Pan Gao, Xiaojiang Peng, Jie Qin |
| 2024 | ICLR | 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 |
| 2024 | KDD | The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field. | Kun Wang, Guohao Li, Shilong Wang, Guibin Zhang, Kai Wang, Yang You, Junfeng Fang, Xiaojiang Peng, Yuxuan Liang, Yang Wang |
| 2022 | CVPR | 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 |
| 2022 | IJCAI | Video Frame Interpolation Based on Deformable Kernel Region. | Haoyue Tian, Pan Gao, Xiaojiang Peng |
| 2021 | CVPR | Affordance Transfer Learning for Human-Object Interaction Detection. | Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao |
| 2021 | CVPR | Detecting Human-Object Interaction via Fabricated Compositional Learning. | Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao |
| 2020 | CVPR | 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 |
| 2020 | CVPR | Suppressing Uncertainties for Large-Scale Facial Expression Recognition. | Kai Wang, Xiaojiang Peng, Jianfei Yang, Shijian Lu, Yu Qiao |
| 2020 | ECCV | Visual Compositional Learning for Human-Object Interaction Detection. | Zhi Hou, Xiaojiang Peng, Yu Qiao, Dacheng Tao |
| 2020 | ECCV | Suppressing Mislabeled Data via Grouping and Self-attention. | Xiaojiang Peng, Kai Wang, Zhaoyang Zeng, Qing Li, Jianfei Yang, Yu Qiao |
| 2020 | ECCV | Attention-Driven Dynamic Graph Convolutional Network for Multi-label Image Recognition. | Jin Ye, Junjun He, Xiaojiang Peng, Wenhao Wu, Yu Qiao |
| 2020 | ICIP | Learning Discriminative Representation For Facial Expression Recognition From Uncertainties. | Xingyu Fan, Zhongying Deng, Kai Wang, Xiaojiang Peng, Yu Qiao |
| 2019 | AAAI | Residual Compensation Networks for Heterogeneous Face Recognition. | Zhongying Deng, Xiaojiang Peng, Yu Qiao |
| 2019 | ICCV | DF2Net: A Dense-Fine-Finer Network for Detailed 3D Face Reconstruction. | Xiaoxing Zeng, Xiaojiang Peng, Yu Qiao |
| 2019 | ICIP | Frame Attention Networks for Facial Expression Recognition in Videos. | Debin Meng, Xiaojiang Peng, Kai Wang, Yu Qiao |
| 2019 | ICIP | Visual-Textual Sentiment Analysis in Product Reviews. | Jin Ye, Xiaojiang Peng, Yu Qiao, Hao Xing, Junli Li, Rongrong Ji |
| 2019 | ICMI | Exploring Regularizations with Face, Body and Image Cues for Group Cohesion Prediction. | Da Guo, Kai Wang, Jianfei Yang, Kaipeng Zhang, Xiaojiang Peng, Yu Qiao |
| 2019 | ICMI | Bootstrap Model Ensemble and Rank Loss for Engagement Intensity Regression. | Kai Wang, Jianfei Yang, Da Guo, Kaipeng Zhang, Xiaojiang Peng, Yu Qiao |
| 2019 | ICMI | Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition. | Hengshun Zhou, Debin Meng, Yuanyuan Zhang, Xiaojiang Peng, Jun Du, Kai Wang, Yu Qiao |
| 2018 | ICMI | Cascade Attention Networks For Group Emotion Recognition with Face, Body and Image Cues. | Kai Wang, Xiaoxing Zeng, Jianfei Yang, Debin Meng, Kaipeng Zhang, Xiaojiang Peng, Yu Qiao |
| 2018 | ICMI | Deep Recurrent Multi-instance Learning with Spatio-temporal Features for Engagement Intensity Prediction. | Jianfei Yang, Kai Wang, Xiaojiang Peng, Yu Qiao |
| 2017 | ICMI | Group emotion recognition with individual facial emotion CNNs and global image based CNNs. | Lianzhi Tan, Kaipeng Zhang, Kai Wang, Xiaoxing Zeng, Xiaojiang Peng, Yu Qiao |
| 2016 | ECCV | Multi-region Two-Stream R-CNN for Action Detection. | Xiaojiang Peng, Cordelia Schmid |
| 2015 | ICIP | Multi-view descriptor mining via codeword net for action recognition. | Jingyu Liu, Yongzhen Huang, Xiaojiang Peng, Liang Wang |
| 2014 | CVPR | Multi-view Super Vector for Action Recognition. | Zhuowei Cai, Limin Wang, Xiaojiang Peng, Yu Qiao |
| 2014 | ECCV | Action and Gesture Temporal Spotting with Super Vector Representation. | Xiaojiang Peng, Limin Wang, Zhuowei Cai, Yu Qiao |
| 2014 | ECCV | Boosting VLAD with Supervised Dictionary Learning and High-Order Statistics. | Xiaojiang Peng, Limin Wang, Yu Qiao, Qiang Peng |
| 2014 | ECCV | Action Recognition with Stacked Fisher Vectors. | Xiaojiang Peng, Changqing Zou, Yu Qiao, Qiang Peng |
| 2014 | ICPR | A Joint Evaluation of Dictionary Learning and Feature Encoding for Action Recognition. | Xiaojiang Peng, Limin Wang, Yu Qiao, Qiang Peng |
| 2013 | BMVC | Exploring Motion Boundary based Sampling and Spatial-Temporal Context Descriptors for Action Recognition. | Xiaojiang Peng, Yu Qiao, Qiang Peng, Xianbiao Qi |