| 2026 | WWW | From Social Media to Psychological Scale: An Adaptive Framework with Two-Hop Retrieval for Depression Screening. | Yangyang Xu, Jinpeng Hu, Peipei Song, Zhangling Duan, Xun Yang |
| 2025 | AAAI | Occlusion-Insensitive Talking Head Video Generation via Facelet Compensation. | Yuhui Deng, Yuqin Lu, Yangyang Xu, Yongwei Nie, Shengfeng He |
| 2025 | AAAI | PersonaMagic: Stage-Regulated High-Fidelity Face Customization with Tandem Equilibrium. | Xinzhe Li, Jiahui Zhan, Shengfeng He, Yangyang Xu, Junyu Dong, Huaidong Zhang, Yong Du |
| 2025 | EMNLP | MultiAgentESC: A LLM-based Multi-Agent Collaboration Framework for Emotional Support Conversation. | Yangyang Xu, Jinpeng Hu, Zhuoer Zhao, Zhangling Duan, Xiao Sun, Xun Yang |
| 2025 | ICCV | Cross-Subject Mind Decoding from Inaccurate Representations. | Yangyang Xu, Bangzhen Liu, Wenqi Shao, Yong Du, Shengfeng He, Tingting Zhu |
| 2025 | ICCV | OmniVTON: Training-Free Universal Virtual Try-On. | Zhaotong Yang, Yuhui Li, Shengfeng He, Xinzhe Li, Yangyang Xu, Junyu Dong, Yong Du |
| 2025 | ICCV | Stable Score Distillation. | Haiming Zhu, Yangyang Xu, Chenshu Xu, Tingrui Shen, Wenxi Liu, Yong Du, Jun Yu, Shengfeng He |
| 2025 | KDD | TimeCapsule: Solving the Jigsaw Puzzle of Long-Term Time Series Forecasting with Compressed Predictive Representations. | Yihang Lu, Yangyang Xu, Qitao Qin, Xianwei Meng |
| 2024 | AAAI | Jointly Improving the Sample and Communication Complexities in Decentralized Stochastic Minimax Optimization. | Xuan Zhang, Gabriel Mancino-Ball, Necdet Serhat Aybat, Yangyang Xu |
| 2024 | IROS | LDIP: Real-time on-road object detection with depth estimation from a single image. | Chengpeng Xu, Xiao Sun, Yangyang Xu, Ruolin Wang |
| 2023 | AAAI | Proximal Stochastic Recursive Momentum Methods for Nonconvex Composite Decentralized Optimization. | Gabriel Mancino-Ball, Shengnan Miao, Yangyang Xu, Jie Chen |
| 2023 | AAAI | DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction. | Yangyang Xu, Yibo Yang, Lefei Zhang |
| 2023 | AAAI | When Neural Networks Fail to Generalize? A Model Sensitivity Perspective. | Jiajin Zhang, Hanqing Chao, Amit Dhurandhar, Pin-Yu Chen, Ali Tajer, Yangyang Xu, Pingkun Yan |
| 2023 | ICCV | RIGID: Recurrent GAN Inversion and Editing of Real Face Videos. | Yangyang Xu, Shengfeng He, Kwan-Yee K. Wong, Ping Luo |
| 2023 | ICCV | Multi-Task Learning with Knowledge Distillation for Dense Prediction. | Yangyang Xu, Yibo Yang, Lefei Zhang |
| 2023 | ICML | Compressed Decentralized Proximal Stochastic Gradient Method for Nonconvex Composite Problems with Heterogeneous Data. | Yonggui Yan, Jie Chen, Pin-Yu Chen, Xiaodong Cui, Songtao Lu, Yangyang Xu |
| 2023 | MICCAI | Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation. | Jiajin Zhang, Hanqing Chao, Amit Dhurandhar, Pin-Yu Chen, Ali Tajer, Yangyang Xu, Pingkun Yan |
| 2022 | AAAI | Zeroth-Order Optimization for Composite Problems with Functional Constraints. | Zichong Li, Pin-Yu Chen, Sijia Liu, Songtao Lu, Yangyang Xu |
| 2022 | CVPR | High-resolution Face Swapping via Latent Semantics Disentanglement. | Yangyang Xu, Bailin Deng, Junle Wang, Yanqing Jing, Jia Pan, Shengfeng He |
| 2021 | AISTATS | Rate-improved inexact augmented Lagrangian method for constrained nonconvex optimization. | Zichong Li, Pin-Yu Chen, Sijia Liu, Songtao Lu, Yangyang Xu |
| 2021 | ICCV | From Continuity to Editability: Inverting GANs with Consecutive Images. | Yangyang Xu, Yong Du, Wenpeng Xiao, Xuemiao Xu, Shengfeng He |
| 2018 | ICASSP | Robust PCA via Dictionary Based Outlier Pursuit. | Xingguo Li, Jineng Ren, Sirisha Rambhatla, Yangyang Xu, Jarvis D. Haupt |
| 2016 | IGARSS | Group sparse nonnegative matrix factorization for hyperspectral image denoising. | Yangyang Xu, Yuntao Qian |
| 2015 | ICIP | High-throughput and low-complexity binary arithmetic decoder based on logarithmic domain. | Quanhe Yu, Xiaozhen Zheng, Jianhua Zheng, Yun He, Wei Yu, Dadong Wang, Junyou Chen, Yangyang Xu |
| 2015 | PCS | A new efficient bypass coding scheme based on logarithmic domain. | Quanhe Yu, Xiaozhen Zheng, Jianhua Zheng, Yun He, Wei Yu, Dadong Wang, Junyou Chen, Yangyang Xu |
| 2015 | SEKE | Context-aware Recommendation System with Anonymous User Profile Learning. | Yan Liu, Yangyang Xu, Mei Chen |
| 2015 | SEKE | To Enlighten Hidden Facts in The Code: A Review of Software Visualization Metaphors. | Yangyang Xu, Yan Liu, Jiabin Zheng |
| 2012 | ICASSP | Decentralized low-rank matrix completion. | Qing Ling, Yangyang Xu, Wotao Yin, Zaiwen Wen |