| 2026 | AAAI | From Tokens to Latent States: Leveraging Pre-trained Language Models for Improving Partially Observable Reinforcement Learning. | Meiju Li, Ruixiang Sun, Xin Li, Mingzhong Wang |
| 2026 | AAAI | Offline Meta-Reinforcement Learning with Flow-Based Task Inference and Adaptive Correction of Feature Overgeneralization. | Min Wang, Xin Li, Mingzhong Wang, Hasnaa Bennis |
| 2026 | AAAI | Generative Branching for Mixed-Integer Linear Programming. | Ruobing Wang, Xin Li, Yangchuan Wang, Zijian Zhang, Mingzhong Wang |
| 2025 | KDD | Advancing Confidence Calibration and Quantification in Medication Recommendation. | Qianyu Chen, Xin Li, Yujie Fang, Mingzhong Wang |
| 2025 | WWW | Robust Deep Signed Graph Clustering via Weak Balance Theory. | Peiyao Zhao, Xin Li, Zeyu Zhang, Mingzhong Wang, Xueying Zhu, Lejian Liao |
| 2024 | AAAI | Improving GNN Calibration with Discriminative Ability: Insights and Strategies. | Yujie Fang, Xin Li, Qianyu Chen, Mingzhong Wang |
| 2024 | AAAI | MetaCARD: Meta-Reinforcement Learning with Task Uncertainty Feedback via Decoupled Context-Aware Reward and Dynamics Components. | Min Wang, Xin Li, Leiji Zhang, Mingzhong Wang |
| 2023 | AAAI | Context-Aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding. | Qianyu Chen, Xin Li, Kunnan Geng, Mingzhong Wang |
| 2023 | AAAI | WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series. | Fuhao Yang, Xin Li, Min Wang, Hongyu Zang, Wei Pang, Mingzhong Wang |
| 2022 | AAAI | SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning. | Hongyu Zang, Xin Li, Mingzhong Wang |
| 2020 | AAAI | Universal Value Iteration Networks: When Spatially-Invariant Is Not Universal. | Li Zhang, Xin Li, Sen Chen, Hongyu Zang, Jie Huang, Mingzhong Wang |
| 2019 | IJCAI | A Vectorized Relational Graph Convolutional Network for Multi-Relational Network Alignment. | Rui Ye, Xin Li, Yujie Fang, Hongyu Zang, Mingzhong Wang |
| 2018 | IJCAI | Non-translational Alignment for Multi-relational Networks. | Shengnan Li, Xin Li, Rui Ye, Mingzhong Wang, Haiping Su, Yingzi Ou |
| 2016 | ICCCN | Joint Optimization of Flow Latency in Routing and Scheduling for Software Defined Networks. | Meng Shen, Liehuang Zhu, Mingwei Wei, Qiongyu Zhang, Mingzhong Wang, Fan Li |
| 2016 | IWQoS | Certificate-aware encrypted traffic classification using Second-Order Markov Chain. | Meng Shen, Mingwei Wei, Liehuang Zhu, Mingzhong Wang, Fuliang Li |
| 2015 | IPCCC | Self-adaptive anonymous communication scheme under SDN architecture. | Tingting Zeng, Meng Shen, Mingzhong Wang, Liehuang Zhu, Fan Li |
| 2015 | IPCCC | Latency-aware routing with bandwidth assignment for Software Defined Networks. | Qiongyu Zhang, Liehuang Zhu, Meng Shen, Mingzhong Wang, Fan Li |
| 2014 | TrustCom | Threshold-Based Secure and Privacy-Preserving Message Verification in VANETs. | Wei Gao, Mingzhong Wang, Liehuang Zhu, Xiaoping Zhang |
| 2013 | IPCCC | SEBAR: Social Energy Based Routing scheme for mobile social Delay Tolerant Networks. | Fan Li, Hong Jiang, Yu Wang, Xin Li, Mingzhong Wang, Tabouche Abdeldjalil |