| 2025 | ACL | An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals. | Yangyang Zhao, Ben Niu, Libo Qin, Shihan Wang |
| 2025 | AIES | Experimental Evidence That AI-Managed Workers Tolerate Lower Pay Without Demotivation. | Mengchen Dong, Levin Brinkmann, Omar Sherif, Shihan Wang, Xinyu Zhang, Jean-Franois Bonnefon, Iyad Rahwan |
| 2025 | EMNLP | Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration. | Yangyang Zhao, Ben Niu, Yuxuan Tan, Shihan Wang, Libo Qin |
| 2025 | ICCAD | When Semi-Supervised LVM Meets Frequency-Based Critical Layout Pattern Selection. | Liuke Wang, Shenshuo Yao, Shihan Wang, Zhen Wang, Zicheng Huang, Jingyi Yu, Hao Geng |
| 2024 | ECAI | Learning Reward Structure with Subtasks in Reinforcement Learning. | Shuai Han, Mehdi Dastani, Shihan Wang |
| 2024 | EMNLP | Bootstrapped Policy Learning for Task-oriented Dialogue through Goal Shaping. | Yangyang Zhao, Ben Niu, Mehdi Dastani, Shihan Wang |
| 2023 | APSEC | An Empirical Study on Regression Techniques for Software Defect Number Prediction. | Shihan Wang, Yuxin Re, Rongrong Shi, Chiyuan Jing, Ying Liu, Haonan Tong |
| 2023 | ECAI | Leveraging Graph Embedding for Opinion Leader Detection in Dynamic Social Networks. | Yunming Hui, Mel Chekol, Shihan Wang |
| 2023 | Persuasive | Preface to Using AI Methods for Health Behavior Change. | Chao Zhang, Shihan Wang, Baptist Liefooghe, Hanne Spelt, Jiaxin Xu, Wijnand A. IJsselsteijn |
| 2022 | NAACL | A Versatile Adaptive Curriculum Learning Framework for Task-oriented Dialogue Policy Learning. | Yang Zhao, Hua Qin, Zhenyu Wang, Changxi Zhu, Shihan Wang |
| 2021 | EMNLP | Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy. | Yangyang Zhao, Zhenyu Wang, Changxi Zhu, Shihan Wang |
| 2020 | COLING | METNet: A Mutual Enhanced Transformation Network for Aspect-based Sentiment Analysis. | Bin Jiang, Jing Hou, Wanyue Zhou, Chao Yang, Shihan Wang, Liang Pang |
| 2020 | COLING | PEDNet: A Persona Enhanced Dual Alternating Learning Network for Conversational Response Generation. | Bin Jiang, Wanyue Zhou, Jingxu Yang, Chao Yang, Shihan Wang, Liang Pang |
| 2020 | EMNLP | Public Sentiment on Governmental COVID-19 Measures in Dutch Social Media. | Shihan Wang, Marijn Schraagen, Erik Tjong Kim Sang, Mehdi Dastani |
| 2017 | COMPSAC | Early Signals of Trending Rumor Event in Streaming Social Media. | Shihan Wang, Izabela Moise, Dirk Helbing, Takao Terano |
| 2016 | WSC | The impact of human relationship on bankruptcy-related evolution of inter-firm trade network. | Shihan Wang, Mohsen Jafari Songhori, Shuang Chang, Takao Terano |