| 2026 | AAAI | DiffOP: Reinforcement Learning of Optimization-Based Control Policies via Implicit Policy Gradients. | Yuexin Bian, Jie Feng, Yuanyuan Shi |
| 2026 | AAAI | Anatomical Region-Guided Contrastive Decoding: A Plug-and-Play Strategy for Mitigating Hallucinations in Medical VLMs. | Xiao Liang, Chenxi Liu, Zhi Ma, Di Wang, Bin Jing, Quan Wang, Yuanyuan Shi |
| 2026 | ACL | ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling. | Jianghao Lin, Yuanyuan Shi, Xin Peng, Renjie Ding, Hairui Wang, Yuxuan Peng, Bizhe Bai, Weixi Song, Fengshuo Bai, Huacan Chai, Weinan Zhang, Fei Huang, Ying Wen |
| 2025 | EMNLP | Uncovering the Bigger Picture: Comprehensive Event Understanding Via Diverse News Retrieval. | Yixuan Tang, Yuanyuan Shi, Yiqun Sun, Anthony Kum Hoe Tung |
| 2025 | ICLR | Generalizable Motion Planning via Operator Learning. | Sharath Matada, Luke Bhan, Yuanyuan Shi, Nikolay Atanasov |
| 2025 | ICML | Analytical Lyapunov Function Discovery: An RL-based Generative Approach. | Haohan Zou, Jie Feng, Hao Zhao, Yuanyuan Shi |
| 2024 | WSDM | K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization. | Cheng Deng, Tianhang Zhang, Zhongmou He, Qiyuan Chen, Yuanyuan Shi, Yi Xu, Luoyi Fu, Weinan Zhang, Xinbing Wang, Chenghu Zhou, Zhouhan Lin, Junxian He |
| 2023 | SENSYS | BEAR-Data: Analysis and Applications of an Open Multizone Building Dataset. | Yuexin Bian, Xiaohan Fu, Bo Liu, Rohith Rachala, Rajesh K. Gupta, Yuanyuan Shi |
| 2022 | ICRA | Stable and Efficient Shapley Value-Based Reward Reallocation for Multi-Agent Reinforcement Learning of Autonomous Vehicles. | Songyang Han, He Wang, Sanbao Su, Yuanyuan Shi, Fei Miao |
| 2020 | COMPSAC | RVAE-ABFA : Robust Anomaly Detection for HighDimensional Data Using Variational Autoencoder. | Yuda Gao, Bin Shi, Bo Dong, Yan Chen, Lingyun Mi, Zhiping Huang, Yuanyuan Shi |
| 2020 | ICLR | Robust Reinforcement Learning for Continuous Control with Model Misspecification. | Daniel J. Mankowitz, Nir Levine, Rae Jeong, Abbas Abdolmaleki, Jost Tobias Springenberg, Yuanyuan Shi, Jackie Kay, Todd Hester, Timothy A. Mann, Martin A. Riedmiller |
| 2019 | ICLR | Optimal Control Via Neural Networks: A Convex Approach. | Yize Chen, Yuanyuan Shi, Baosen Zhang |
| 2017 | ACSSC | Modeling and optimization of complex building energy systems with deep neural networks. | Yize Chen, Yuanyuan Shi, Baosen Zhang |
| 2017 | IDEAL | Linguistic Truth-Valued Multi-Attribute Decision Making Approach Based on TOPSIS. | Yuanyuan Shi, Li Zou, Yingying Xu, Siyuan Luo, Jia Meng |
| 2017 | ISKE | Linguistic-valued lattice implication algebra TOPSIS method based on entropy weight method. | Hongdong Wang, Jia Meng, Li Zou, Siyuan Luo, Yuanyuan Shi |
| 2016 | COLING | Product Review Summarization by Exploiting Phrase Properties. | Naitong Yu, Minlie Huang, Yuanyuan Shi, Xiaoyan Zhu |
| 2014 | HCI | The Development and Validation of the Social Network Sites (SNSs) Usage Questionnaire. | Yuanyuan Shi, Yu L. L. Luo, Ziyan Yang, Yunzhi Liu, Huajian Cai |
| 2013 | HCI | Understanding Social Network Sites (SNSs) Preferences: Personality, Motivation, and Happiness Matters. | Yuanyuan Shi, Xitong Yue, Jin He |
| 2013 | HCI | Who Are Seeking Friends? The Portrait of Stranger-Seeker in Social Network Sites. | Xitong Yue, Yuanyuan Shi, Huajian Cai |
| 1999 | IJCNN | A dynamic neural network for syllable recognition. | Lin Zhong, Yuanyuan Shi, Runsheng Liu |