| 2026 | AAAI | Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO2 Storage. | Haoyue Bai, Guodong Chen, Wangyang Ying, Xinyuan Wang, Nanxu Gong, Sixun Dong, Giulia Pedrielli, Haoyu Wang, Haifeng Chen, Yanjie Fu |
| 2026 | AAAI | Efficient Post-Training Refinement of Latent Reasoning in Large Language Models. | Xinyuan Wang, Dongjie Wang, Wangyang Ying, Haoyue Bai, Nanxu Gong, Sixun Dong, Kunpeng Liu, Yanjie Fu |
| 2026 | EACL | Multi-Agent Procedural Graph Extraction with Structural and Logical Refinement. | Wangyang Ying, Yanchi Liu, Xujiang Zhao, Wei Cheng, Zhengzhang Chen, Wenchao Yu, Yanjie Fu, Haifeng Chen |
| 2025 | AAAI | Evolutionary Large Language Model for Automated Feature Transformation. | Nanxu Gong, Chandan K. Reddy, Wangyang Ying, Haifeng Chen, Yanjie Fu |
| 2025 | IJCAI | Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming. | Nanxu Gong, Xinyuan Wang, Wangyang Ying, Haoyue Bai, Sixun Dong, Haifeng Chen, Yanjie Fu |
| 2025 | WSC | Supply Chain Optimization via Generative Simulation and Iterative Decision Policies. | Haoyue Bai, Haoyu Wang, Nanxu Gong, Xinyuan Wang, Wangyang Ying, Haifeng Chen, Yanjie Fu |
| 2024 | CIKM | Reinforcement Feature Transformation for Polymer Property Performance Prediction. | Xuanming Hu, Dongjie Wang, Wangyang Ying, Yanjie Fu |
| 2024 | CIKM | Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration. | Wangyang Ying, Dongjie Wang, Xuanming Hu, Ji Qiu, Jin Park, Yanjie Fu |
| 2024 | KDD | Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning. | Wangyang Ying, Dongjie Wang, Xuanming Hu, Yuanchun Zhou, Charu C. Aggarwal, Yanjie Fu |
| 2023 | ICDM | Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. | Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu |
| 2022 | EMNLP | Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset. | Haolin Deng, Yanan Zhang, Yangfan Zhang, Wangyang Ying, Changlong Yu, Jun Gao, Wei Wang, Xiaoling Bai, Nan Yang, Jin Ma, Xiang Chen, Tianhua Zhou |