| 2026 | AAAI | Learning Vision-Based Neural Network Controllers with Semi-Probabilistic Safety Guarantees. | Xinhang Ma, Junlin Wu, Hussein Sibai, Yiannis Kantaros, Yevgeniy Vorobeychik |
| 2026 | ACL | From Personal to Collective: On the Role of Local and Global Knowledge in LLM Personalization. | Zehong Wang, Junlin Wu, Zhaoxuan Tan, Bolian Li, Xianrui Zhong, Zheli Liu, Qingkai Zeng |
| 2025 | ICASSP | Melody Structure Transfer Network: Generating Music with Separable Self-Attention. | Junlin Wu, Ning Zhang, Cheng Zhong, Boan Chen, Huanxi Liu, Junchi Yan |
| 2025 | ICASSP | Towards Green VAE: A Light Pixel-weighting Technique to Enhance Variational AutoEncoder. | Cheng Zhong, Junlin Wu, Ziming Feng, Boan Chen, Junchi Yan |
| 2025 | SP | Preference Poisoning Attacks on Reward Model Learning. | Junlin Wu, Jiongxiao Wang, Chaowei Xiao, Chenguang Wang, Ning Zhang, Yevgeniy Vorobeychik |
| 2024 | ACL | RLHFPoison: Reward Poisoning Attack for Reinforcement Learning with Human Feedback in Large Language Models. | Jiongxiao Wang, Junlin Wu, Muhao Chen, Yevgeniy Vorobeychik, Chaowei Xiao |
| 2024 | SP | Certifying Safety in Reinforcement Learning under Adversarial Perturbation Attacks. | Junlin Wu, Hussein Sibai, Yevgeniy Vorobeychik |
| 2023 | HCI | Social Network Analysis-Based Evaluation on Carbon Neutrality Acceptance of Weibo Users. | Yuan Fu, Peihan Wen, Junlin Wu |
| 2022 | ICML | Robust Deep Reinforcement Learning through Bootstrapped Opportunistic Curriculum. | Junlin Wu, Yevgeniy Vorobeychik |
| 2022 | IJCAI | Manipulating Elections by Changing Voter Perceptions. | Junlin Wu, Andrew Estornell, Lecheng Kong, Yevgeniy Vorobeychik |
| 2018 | EMNLP | CARER: Contextualized Affect Representations for Emotion Recognition. | Elvis Saravia, Hsien-Chi Toby Liu, Yen-Hao Huang, Junlin Wu, Yi-Shin Chen |
| 2018 | IROS | Robust Camera Pose Estimation via Consensus on Ray Bundle and Vector Field. | Haoang Li, Ji Zhao, Jean-Charles Bazin, Lei Luo, Junlin Wu, Jian Yao |
| 2017 | IROS | Combining points and lines for camera pose estimation and optimization in monocular visual odometry. | Haoang Li, Jian Yao, Xiaohu Lu, Junlin Wu |