| 2026 | AAAI | Bi-level Personalization for Federated Foundation Models: A Task-vector Aggregation Approach. | Yiyuan Yang, Guodong Long, Qinghua Lu, Liming Zhu, Jing Jiang |
| 2026 | ACL | Time-RA: Towards Time Series Reasoning for Anomaly Diagnosis with LLM Feedback. | Yiyuan Yang, Zichuan Liu, Lei Song, Kai Ying, Stephen Wang, Joshua Thomas Bamford, Svitlana Vyetrenko, Jiang Bian, Qingsong Wen |
| 2025 | AAAI | AoI-MDP: An AoI Optimized Markov Decision Process Dedicated in the Underwater Task (Student Abstract). | Yimian Ding, Jingzehua Xu, Yiyuan Yang, Guanwen Xie, Xinqi Wang, Shuai Zhang |
| 2025 | AAAI | ERFSL: An Efficient Reward Function Searcher via Large Language Models for Custom-Environment Multi-Objective Reinforcement Learning (Student Abstract). | Guanwen Xie, Jingzehua Xu, Yiyuan Yang, Yimian Ding, Shuai Zhang |
| 2025 | ACL | Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement. | Yaxuan Kong, Yiyuan Yang, Yoontae Hwang, Wenjie Du, Stefan Zohren, Zhangyang Wang, Ming Jin, Qingsong Wen |
| 2025 | IJCAI | Deep Learning for Multivariate Time Series Imputation: A Survey. | Jun Wang, Wenjie Du, Yiyuan Yang, Linglong Qian, Wei Cao, Keli Zhang, Wenjia Wang, Yuxuan Liang, Qingsong Wen |
| 2025 | IJCAI | Federated Low-Rank Adaptation for Foundation Models: A Survey. | Yiyuan Yang, Guodong Long, Qinghua Lu, Liming Zhu, Jing Jiang, Chengqi Zhang |
| 2025 | Interspeech | Efficient and Microphone-Fault-Tolerant 3D Sound Source Localization. | Yiyuan Yang, Shitong Xu, Niki Trigoni, Andrew Markham |
| 2024 | AAAI | AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System. | Chengyuan Zhu, Yiyuan Yang, Kaixiang Yang, Haifeng Zhang, Qinmin Yang, C. L. Philip Chen |
| 2024 | CIKM | Advancing Multivariate Time Series Anomaly Detection: A Comprehensive Benchmark with Real-World Data from Alibaba Cloud. | Chaoli Zhang, Yingying Zhang, Lanshu Peng, Qingsong Wen, Yiyuan Yang, Chong-Jiong Fan, Minqi Jiang, Lunting Fan, Liang Sun |
| 2024 | COLING | Pre-training Cross-Modal Retrieval by Expansive Lexicon-Patch Alignment. | Yiyuan Yang, Guodong Long, Michael Blumenstein, Xiubo Geng, Chongyang Tao, Tao Shen, Daxin Jiang |
| 2024 | CSCWD | Analyzing Women's Contributions to Open-Source Software Projects based on Large Language Models. | Yuqian Zhuang, Mingya Zhang, Yiyuan Yang, Liang Wang |
| 2024 | ICASSP | SSL-Net: A Synergistic Spectral and Learning-Based Network for Efficient Bird Sound Classification. | Yiyuan Yang, Kaichen Zhou, Niki Trigoni, Andrew Markham |
| 2024 | Interspeech | Pre-training Feature Guided Diffusion Model for Speech Enhancement. | Yiyuan Yang, Niki Trigoni, Andrew Markham |
| 2023 | IJCNN | SGDP: A Stream-Graph Neural Network Based Data Prefetcher. | Yiyuan Yang, Rongshang Li, Qiquan Shi, Xijun Li, Gang Hu, Xing Li, Mingxuan Yuan |
| 2023 | KDD | DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection. | Yiyuan Yang, Chaoli Zhang, Tian Zhou, Qingsong Wen, Liang Sun |
| 2021 | AAAI | Early Safety Warnings for Long-Distance Pipelines: A Distributed Optical Fiber Sensor Machine Learning Approach. | Yiyuan Yang, Yi Li, Taojia Zhang, Yan Zhou, Haifeng Zhang |
| 2021 | CIKM | Block Access Pattern Discovery via Compressed Full Tensor Transformer. | Xing Li, Qiquan Shi, Gang Hu, Lei Chen, Hui Mao, Yiyuan Yang, Mingxuan Yuan, Jia Zeng, Zhuo Cheng |
| 2021 | CogSci | Do Time Constraints Re-Prioritize Attention to Shapes During Visual Photo Inspection? | Yiyuan Yang, Kenneth Li, Fernanda Monteiro Eliott, Maithilee Kunda |
| 2021 | ICASSP | Pipeline Safety Early Warning Method for Distributed Signal using Bilinear CNN and LightGBM. | Yiyuan Yang, Yi Li, Haifeng Zhang |