| 2026 | AAAI | VRAgent-R1: Boosting Video Recommendation with MLLM-based Agents via Reinforcement Learning. | Siran Chen, Boyu Chen, Yuxiao Luo, Chenyun Yu, Yi Ouyang, Lei Cheng, Chengxiang Zhuo, Zang Li, Yali Wang |
| 2026 | AAAI | When Top-ranked Recommendations Fail: Modeling Multi-Granular Negative Feedback for Explainable and Robust Video Recommendation. | Siran Chen, Boyu Chen, Chenyun Yu, Yi Ouyang, Lei Cheng, Chengxiang Zhuo, Zang Li, Yali Wang |
| 2025 | ASIACRYPT | SQIsign2D | Zheng Xu, Kaizhan Lin, Chang-An Zhao, Yi Ouyang |
| 2025 | DASFAA | COOL: Comprehensive Knowledge Enhanced Prompt Learning for Domain Adaptive Few-Shot Fake News Detection. | Yi Ouyang, Peng Wu, Li Pan |
| 2024 | AAAI | Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal. | Yi Cheng, Wenge Liu, Jian Wang, Chak Tou Leong, Yi Ouyang, Wenjie Li, Xian Wu, Yefeng Zheng |
| 2024 | AAAI | Pre-trained Online Contrastive Learning for Insurance Fraud Detection. | Rui Zhang, Dawei Cheng, Jie Yang, Yi Ouyang, Xian Wu, Yefeng Zheng, Changjun Jiang |
| 2024 | IJCAI | Safeguarding Fraud Detection from Attacks: A Robust Graph Learning Approach. | Jiasheng Wu, Xin Liu, Dawei Cheng, Yi Ouyang, Xian Wu, Yefeng Zheng |
| 2023 | AAAI | Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation. | Sheng Xiang, Mingzhi Zhu, Dawei Cheng, Enxia Li, Ruihui Zhao, Yi Ouyang, Ling Chen, Yefeng Zheng |
| 2023 | IJCAI | Fighting against Organized Fraudsters Using Risk Diffusion-based Parallel Graph Neural Network. | Jiacheng Ma, Fan Li, Rui Zhang, Zhikang Xu, Dawei Cheng, Yi Ouyang, Ruihui Zhao, Jianguang Zheng, Yefeng Zheng, Changjun Jiang |
| 2022 | AAAI | Training a Resilient Q-network against Observational Interference. | Chao-Han Huck Yang, I-Te Danny Hung, Yi Ouyang, Pin-Yu Chen |
| 2022 | CIKM | Asymmetrical Context-aware Modulation for Collaborative Filtering Recommendation. | Yi Ouyang, Peng Wu, Li Pan |
| 2021 | CIS | General 4-GLV Lattice Reduction Algorithms. | Bei Wang, Xianhong Xie, Songsong Li, Yi Ouyang, Honggang Hu |
| 2021 | HPCC | MetaProfiling: Inferring User Profiles with Few-Shot Data. | Yueqi Sun, Bin Guo, Nuo Li, Yi Ouyang, Xiaona Li, Jiayu Xie, Zhu Wang, Zhiwen Yu |
| 2020 | ICASSP | Enhanced Adversarial Strategically-Timed Attacks Against Deep Reinforcement Learning. | Chao-Han Huck Yang, Jun Qi, Pin-Yu Chen, Yi Ouyang, I-Te Danny Hung, Chin-Hui Lee, Xiaoli Ma |
| 2020 | UAI | Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems. | Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar |
| 2018 | GPC | CompetitiveBike: Competitive Prediction of Bike-Sharing Apps Using Heterogeneous Crowdsourced Data. | Yi Ouyang, Bin Guo, Xinjiang Lu, Qi Han, Tong Guo, Zhiwen Yu |
| 2018 | UIC | Mining and Analyzing User Feedback from App Reviews: An Econometric Approach. | Tong Guo, Bin Guo, Yi Ouyang, Zhiwen Yu |
| 2017 | UIC | CrowdSafe: Detecting extreme driving behaviors based on mobile crowdsensing. | Yang Guo, Bin Guo, Yan Liu, Zhu Wang, Yi Ouyang, Zhiwen Yu |
| 2015 | ISIT | A common information-based multiple access protocol achieving full throughput. | Yi Ouyang, Demosthenis Teneketzis |
| 2010 | ICASSP | Multi-level trajectory modeling for video copy detection. | Shi Chen, Jinqiao Wang, Yi Ouyang, Bo Wang, Qi Tian, Hanqing Lu |
| 2010 | WCNC | Probabilistic Cooperative Location Estimation in Wireless Networks. | Yi Ouyang, Pang-Chang Lan, Tzu-Wei Lo, Yao-Cheng Tien, Sheng-Yi Ho, Ping-Cheng Yeh |
| 2009 | ICIP | Category sensitive codebook construction for object category recognition. | Chunjie Zhang, Jing Liu, Yi Ouyang, Qi Tian, Hanqing Lu, Songde Ma |
| 2008 | ICNC | A Parallel Algorithm For Image Semantic Information Searching. | Yi Ouyang, Yun Ling, Zhihai Wang |
| 2008 | SecureComm | Source location privacy against laptop-class attacks in sensor networks. | Yi Ouyang, Zhengyi Le, Donggang Liu, James Ford, Fillia Makedon |
| 2007 | DCOSS | Mobile Anchor-Free Localization for Wireless Sensor Networks. | Yurong Xu, Yi Ouyang, Zhengyi Le, James Ford, Fillia Makedon |
| 2007 | ICICS | Preventing Unofficial Information Propagation. | Zhengyi Le, Yi Ouyang, Yurong Xu, James Ford, Fillia Makedon |
| 2007 | MSWIM | Analysis of range-free anchor-free localization in a wsn under wormhole attack. | Yurong Xu, Yi Ouyang, Zhengyi Le, James Ford, Fillia Makedon |
| 2007 | SENSYS | PrivaSense: providing privacy protection for sensor networks. | Yi Ouyang, Zhengyi Le, James Ford, Fillia Makedon |
| 2006 | SIGIR | Analysis of a low-dimensional linear model under recommendation attacks. | Sheng Zhang, Yi Ouyang, James Ford, Fillia Makedon |
| 2006 | WoWMoM | Entrapping Adversaries for Source Protection in Sensor Networks. | Yi Ouyang, Zhengyi Le, Guanling Chen, James Ford, Fillia Makedon |
| 2005 | SAC | Node clustering based on link delay in P2P networks. | Wei Zheng, Sheng Zhang, Yi Ouyang, Fillia Makedon, James Ford |