| 2026 | AAAI | Explainable Depression Assessment from Face Videos by Weakly Supervised Learning. | Rongfan Liao, Xiangyu Kong, Shiqing Tang, Lang He, Changzeng Fu, Weicheng Xie, Xiaofeng Liu, Lu Liu, Siyang Song |
| 2026 | AAAI | PA-FAS: Towards Interpretable and Generalizable Multimodal Face Anti-Spoofing via Path-Augmented Reinforcement Learning. | Yingjie Ma, Xun Lin, Yong Xu, Weicheng Xie, Zitong Yu |
| 2026 | AAAI | SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action Recognition. | Qilang Ye, Yu Zhou, Lian He, Jie Zhang, Xuanming Guo, Jiayu Zhang, Mingkui Tan, Weicheng Xie, Yue Sun, Tao Tan, Xiaochen Yuan, Ghada Khoriba, Zitong Yu |
| 2025 | AAAI | MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models. | Xilin He, Haijian Liang, Boyi Peng, Weicheng Xie, Muhammad Haris Khan, Siyang Song, Zitong Yu |
| 2025 | AAAI | CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing. | Xiaole Xian, Xilin He, Zenghao Niu, Junliang Zhang, Weicheng Xie, Siyang Song, Zitong Yu, Linlin Shen |
| 2025 | AAAI | PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation. | Hengde Zhu, Xiangyu Kong, Weicheng Xie, Xin Huang, Xilin He, Lu Liu, Linlin Shen, Wei Zhang, Hatice Gunes, Siyang Song |
| 2025 | ICASSP | DEGSTalk: Decomposed Per-Embedding Gaussian Fields for Hair-Preserving Talking Face Synthesis. | Kaijun Deng, Dezhi Zheng, Jindong Xie, Jinbao Wang, Weicheng Xie, Linlin Shen, Siyang Song |
| 2025 | ICASSP | Big-Moe: Bypassing Isolated Gating For Generalized Multimodal Face Anti-Spoofing. | Yingjie Ma, Zitong Yu, Xun Lin, Weicheng Xie, Linlin Shen |
| 2025 | ICCV | SynFER: Towards Boosting Facial Expression Recognition With Synthetic Data. | Xilin He, Cheng Luo, Xiaole Xian, Bing Li, Muhammad Haris Khan, Zongyuan Ge, Weicheng Xie, Siyang Song, Linlin Shen, Bernard Ghanem, Xiangyu Yue |
| 2025 | ICCV | Enhancing Adversarial Transferability by Balancing Exploration and Exploitation with Gradient-Guided Sampling. | Zenghao Niu, Weicheng Xie, Siyang Song, Zitong Yu, Feng Liu, Linlin Shen |
| 2025 | ICLR | DeeperForward: Enhanced Forward-Forward Training for Deeper and Better Performance. | Liang Sun, Yang Zhang, Weizhao He, Jiajun Wen, Linlin Shen, Weicheng Xie |
| 2025 | MICCAI | TRRG: Towards Truthful Radiology Report Generation With Cross-Modal Disease Clue Enhanced Large Language Models. | Yuhao Wang, Yue Sun, Tao Tan, Chao Hao, Yawen Cui, Xinqi Su, Weicheng Xie, Linlin Shen, Zitong Yu |
| 2025 | WACV | Towards Robust Training via Gradient-Diversified Backpropagation. | Xilin He, Cheng Luo, Qinliang Lin, Weicheng Xie, Muhammad Haris Khan, Siyang Song, Linlin Shen |
| 2024 | AAAI | Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping. | Qinliang Lin, Cheng Luo, Zenghao Niu, Xilin He, Weicheng Xie, Yuanbo Hou, Linlin Shen, Siyang Song |
| 2024 | CVPR | Multi-Scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition. | Zihan Wang, Siyang Song, Cheng Luo, Songhe Deng, Weicheng Xie, Linlin Shen |
| 2024 | ECCV | MTaDCS: Moving Trace and Feature Density-Based Confidence Sample Selection Under Label Noise. | Qingzheng Huang, Xilin He, Xiaole Xian, Qinliang Lin, Weicheng Xie, Siyang Song, Linlin Shen, Zitong Yu |
| 2024 | ECCV | AUFormer: Vision Transformers Are Parameter-Efficient Facial Action Unit Detectors. | Kaishen Yuan, Zitong Yu, Xin Liu, Weicheng Xie, Huanjing Yue, Jingyu Yang |
| 2024 | ICASSP | Scale-Free And Task-Generic Attack: Generating Photo-Realistic Adversarial Patterns With Patch Quilting Generator. | Xiangbo Gao, Qinliang Lin, Cheng Luo, Weicheng Xie, Linlin Shen, Keerthy Kusumam, Siyang Song |
| 2024 | ICASSP | Circular Decomposition and Cross-Modal Recombination for Multimodal Sentiment Analysis. | Haijian Liang, Weicheng Xie, Xilin He, Siyang Song, Linlin Shen |
| 2024 | ICASSP | MERG: Multi-Dimensional Edge Representation Generation Layer for Graph Neural Networks. | Yuxin Song, Cheng Luo, Aaron S. Jackson, Xi Jia, Weicheng Xie, Linlin Shen, Hatice Gunes, Siyang Song |
| 2023 | CVPR | Spatial-Temporal Graph-Based AU Relationship Learning for Facial Action Unit Detection. | Zihan Wang, Siyang Song, Cheng Luo, Yuzhi Zhou, Shiling Wu, Weicheng Xie, Linlin Shen |
| 2023 | ICCV | Shift from Texture-bias to Shape-bias: Edge Deformation-based Augmentation for Robust Object Recognition. | Xilin He, Qinliang Lin, Cheng Luo, Weicheng Xie, Siyang Song, Feng Liu, Linlin Shen |
| 2023 | ICIP | Multi Task-Based Facial Expression Synthesis with Supervision Learning and Feature Disentanglement of Image Style. | Wenya Lu, Zhibin Peng, Cheng Luo, Weicheng Xie, Jiajun Wen, Zhihui Lai, Linlin Shen |
| 2023 | Interspeech | Joint Prediction of Audio Event and Annoyance Rating in an Urban Soundscape by Hierarchical Graph Representation Learning. | Yuanbo Hou, Siyang Song, Cheng Luo, Andrew Mitchell, Qiaoqiao Ren, Weicheng Xie, Jian Kang, Wenwu Wang, Dick Botteldooren |
| 2022 | CVPR | Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity. | Cheng Luo, Qinliang Lin, Weicheng Xie, Bizhu Wu, Jinheng Xie, Linlin Shen |
| 2022 | CVPR | Scene Consistency Representation Learning for Video Scene Segmentation. | Haoqian Wu, Keyu Chen, Yanan Luo, Ruizhi Qiao, Bo Ren, Haozhe Liu, Weicheng Xie, Linlin Shen |
| 2022 | IJCAI | Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition. | Cheng Luo, Siyang Song, Weicheng Xie, Linlin Shen, Hatice Gunes |
| 2021 | ICCV | Group-wise Inhibition based Feature Regularization for Robust Classification. | Haozhe Liu, Haoqian Wu, Weicheng Xie, Feng Liu, Linlin Shen |
| 2020 | AAAI | Group-Wise Dynamic Dropout Based on Latent Semantic Variations. | Zhiwei Ke, Zhiwei Wen, Weicheng Xie, Yi Wang, Linlin Shen |
| 2020 | ECCV | Geometry Constrained Weakly Supervised Object Localization. | Weizeng Lu, Xi Jia, Weicheng Xie, Linlin Shen, Yicong Zhou, Jinming Duan |
| 2020 | ICPR | Group-wise Feature Orthogonalization and Suppression for GAN based Facial Attribute Translation. | Zhiwei Wen, Haoqian Wu, Weicheng Xie, Linlin Shen |
| 2019 | ICIP | Disentangled Feature Based Adversarial Learning for Facial Expression Recognition. | Mengchao Bai, Weicheng Xie, Linlin Shen |
| 2019 | ICIP | Outlier-Suppressed Triplet Loss with Adaptive Class-Aware Margins for Facial Expression Recognition. | Yi Tian, Zhiwei Wen, Weicheng Xie, Xi Zhang, Linlin Shen, Jinming Duan |
| 2019 | PRICAI | Adversarial Feature Distillation for Facial Expression Recognition. | Mengchao Bai, Xi Jia, Weicheng Xie, Linlin Shen |
| 2018 | MICCAI | OCT Segmentation: Integrating Open Parametric Contour Model of the Retinal Layers and Shape Constraint to the Mumford-Shah Functional. | Jinming Duan, Weicheng Xie, Ryan Wen Liu, Christopher R. Tench, Irene Gottlob, Frank Proudlock, Li Bai |
| 2008 | ICARCV | A virtual laboratory platform and simulation software based on web. | Weicheng Xie, Xia Yang, Fugan Li |
| 2005 | GRC | Knowledge discovery for goods classification based on rough set. | Chuanhua Zeng, Yang Xu, Zheng Pei, Weicheng Xie |
| 2005 | GRC | On the alterability of rule [data mining]. | Chuanhua Zeng, Yang Xu, Zheng Pei, Weicheng Xie |