| 2026 | AAAI | LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping. | Guanjie Cheng, Mengzhen Yang, Xinkui Zhao, Shuyi Yu, Tianyu Du, Yangyang Wu, Mengying Zhu, Shuiguang Deng |
| 2026 | AAAI | Scene-Aware Spatiotemporal Generalization: Towards Robust Temporal Action Detection Across Domains. | Fangming Feng, Sihang Cai, Zequn Xie, Yangyang Wu, Tao Jin |
| 2026 | AAAI | DAPrompt: Dual Alignment Prompt of Structure and Semantics for Few-shot Graph Learning. | Lifan Jiang, Mengying Zhu, Yangyang Wu, Xuan Liu, Xiaolin Zheng, Shenglin Ben |
| 2026 | AAAI | DP-GenG: Differentially Private Dataset Distillation Guided by DP-Generated Data. | Shuo Shi, Jinghuai Zhang, Shijie Jiang, Chunyi Zhou, Yuyuan Li, Mengying Zhu, Yangyang Wu, Tianyu Du |
| 2026 | AAAI | TermGPT: Multi-Level Contrastive Fine-Tuning for Terminology Adaptation in Legal and Financial Domains. | Yidan Sun, Mengying Zhu, Feiyue Chen, Yangyang Wu, Xiaolei Dan, Mengyuan Yang, Xiaolin Zheng, Shenglin Ben |
| 2026 | ACL | Rectifying the Emotional Flow: Aligning Priors and Dynamic Guidance for High-Arousal Text-to-Speech. | Fangming Feng, Dongjie Fu, Zequn Xie, Yu Zhang, Yangyang Wu, Zhou Zhao, Tao Jin |
| 2026 | ICDE | ELENA: AN Explainability-Aided Online Query Optimization Framework. | Yuan Dong, Yuanyuan Yao, Yangyang Wu, Lu Chen, Rong Zhu |
| 2026 | ICDE | TORepair: Diffusion-Based Task-Oriented Error Repair Via Differentiable Bi-Level Optimization. | Wei Ni, Xiaoye Miao, Xiangyu Zhao, Yangyang Wu, Jianwei Yin |
| 2026 | WWW | E2PL: Effective and Efficient Prompt Learning for Incomplete Multi-view Multi-Label Class Incremental Learning. | Jiajun Chen, Yue Wu, Kai Huang, Wenxi Zhao, Yangyang Wu, Xiaoye Miao, Mengying Zhu, Meng Xi, Guanjie Cheng |
| 2026 | WWW | FeedGuard: Online Critic-Guided Reinforcement Learning with Privacy-Preserving Feedback for Recommendation. | Mengying Zhu, Feiyue Chen, Lifan Jiang, Mengyuan Yang, Yangyang Wu, Guanjie Cheng, Xiaolin Zheng |
| 2025 | AAAI | Bridging the Gap for Test-Time Multimodal Sentiment Analysis. | Zirun Guo, Tao Jin, Wenlong Xu, Wang Lin, Yangyang Wu |
| 2025 | AAAI | A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter. | Zirun Guo, Xize Cheng, Yangyang Wu, Tao Jin |
| 2025 | ACL | HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models. | Songtao Jiang, Yan Zhang, Yeying Jin, Zhihang Tang, Yangyang Wu, Yang Feng, Jian Wu, Zuozhu Liu |
| 2025 | EMNLP | TriSPrompt: A Hierarchical Soft Prompt Model for Multimodal Rumor Detection with Incomplete Modalities. | Jiajun Chen, Yangyang Wu, Xiaoye Miao, Mengying Zhu, Meng Xi |
| 2025 | ICCV | Implicit Counterfactual Learning for Audio-Visual Segmentation. | Mingfeng Zha, Tianyu Li, Guoyin Wang, Peng Wang, Yangyang Wu, Yang Yang, Heng Tao Shen |
| 2025 | ICDE | ZeroED: Hybrid Zero-Shot Error Detection Through Large Language Model Reasoning. | Wei Ni, Kaihang Zhang, Xiaoye Miao, Xiangyu Zhao, Yangyang Wu, Yaoshu Wang, Jianwei Yin |
| 2025 | ICDE | MISS: An Incomplete Tabular Data Representation System with Missing Mechanism Learning. | Yangyang Wu, Shuwei Liang, Lei Qiang, Xiaoye Miao, Xinkui Zhao, Junlan Cai, Yunjun Gao, Jianwei Yin |
| 2025 | ICDE | A Zero-Training Error Correction System with Large Language Models. | Yangyang Wu, Chen Yang, Mengying Zhu, Xiaoye Miao, Wei Ni, Meng Xi, Xinkui Zhao, Jianwei Yin |
| 2025 | IJCAI | MMNet: Missing-Aware and Memory-Enhanced Network for Multivariate Time Series Imputation. | Xiaoye Miao, Han Shi, Yi Yuan, Daozhan Pan, Yangyang Wu, Xiaohua Pan |
| 2025 | IJCAI | General Incomplete Time Series Analysis via Patch Dropping Without Imputation. | Yangyang Wu, Yi Yuan, Mengying Zhu, Xiaoye Miao, Meng Xi |
| 2025 | ICWS | Hgae: Heterogeneous Graph Autoencoder-Based Service Bundle Recommendations for Efficient Mashup Development. | Kaipu Sun, Xuanye Wang, Meng Xi, Yangyang Wu, Xiaohua Pan, Jinshan Zhang, Ying Li, Kun Ma, Jianwei Yin |
| 2025 | KDD | Proxy-Validated Importance-Aware Federated Sample Selection with Meta Learning. | Yan Zhang, Xiaoye Miao, Bin Li, Yangyang Wu, Yongheng Shang |
| 2025 | KDD | Dual Structure-guided Contrastive Network for Incomplete Multi-view Partial Multi-label Classification. | Kaixin Xu, Yangyang Wu, Shijun Wu, Xiaoye Miao, Guoqing Chao, Mengying Zhu, Meng Xi, Xinkui Zhao |
| 2025 | NAACL | Efficient Prompting for Continual Adaptation to Missing Modalities. | Zirun Guo, Shulei Wang, Wang Lin, Weicai Yan, Yangyang Wu, Tao Jin |
| 2025 | SIGIR | Fairness-Aware Classification over Incomplete Data. | Xiaoye Miao, Lei Qiang, Guilin Huang, Yangyang Wu, Jianwei Yin |
| 2024 | CIKM | Decoupled Behavior-based Contrastive Recommendation. | Mengduo Yang, Jie Zhou, Meng Xi, Xiaohua Pan, Yi Yuan, Ying Li, Yangyang Wu, Jinshan Zhang, Jianwei Yin |
| 2024 | ICDE | An Experimental Survey of Missing Data Imputation Algorithms (Extended Abstract). | Xiaoye Miao, Yangyang Wu, Lu Chen, Yunjun Gao, Jianwei Yin |
| 2024 | ICDE | Differentiable and Scalable Generative Adversarial Models for Data Imputation (Extended Abstract). | Yangyang Wu, Jun Wang, Xiaoye Miao, Wenjia Wang, Jianwei Yin |
| 2024 | RecSys | Adaptive Fusion of Multi-View for Graph Contrastive Recommendation. | Mengduo Yang, Yi Yuan, Jie Zhou, Meng Xi, Xiaohua Pan, Ying Li, Yangyang Wu, Jinshan Zhang, Jianwei Yin |
| 2023 | AAAI | Jointly Imputing Multi-View Data with Optimal Transport. | Yangyang Wu, Xiaoye Miao, Xinyu Huang, Jianwei Yin |
| 2023 | ICDE | An Efficient Generative Data Imputation Toolbox with Adversarial Learning. | Yangyang Wu, Xiaoye Miao, Zilinghan Li, Shilan He, Xinkai Yuan, Jianwei Yin |
| 2022 | DASFAA | An Interactive Data Imputation System. | Yangyang Wu, Xiaoye Miao, Yuchen Peng, Lu Chen, Yunjun Gao, Jianwei Yin |
| 2021 | AAAI | Generative Semi-supervised Learning for Multivariate Time Series Imputation. | Xiaoye Miao, Yangyang Wu, Jun Wang, Yunjun Gao, Xudong Mao, Jianwei Yin |
| 2019 | ICNC | Correlation Filter Tracking Algorithm Based on Spatio-Temporal Context. | Jin Die, Na Li, Ying Liu, Yangyang Wu |
| 2014 | GLOBECOM | Retransmission mechanism with probabilistic network coding in wireless networks. | Yun Li, Yangyang Wu, Bin Cao, Li Qiao, Weiyi Zhang, Weiwen Tang |
| 2005 | PRDC | Mining Alarm Database of Telecommunication Network for Alarm Association Rules. | Yangyang Wu, Shuguang Du, Wei Luo |