| 2026 | ACL | Planning Beyond Text: Graph-based Reasoning for Complex Narrative Generation. | Hanwen Gu, Chao Guo, Junle Wang, Wenda Xie, Yisheng Lv |
| 2025 | ICDE | Leveraging Heterogeneous Experts with Advantageous Pattern Memory Learning for Traffic Prediction. | Yueyang Yao, Xingyuan Dai, Yisheng Lv |
| 2025 | ICLR | Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining. | Jie Cheng, Ruixi Qiao, Yingwei Ma, Binhua Li, Gang Xiong, Qinghai Miao, Yongbin Li, Yisheng Lv |
| 2024 | AISTATS | Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning. | Zhishuai Li, Yunhao Nie, Ziyue Li, Lei Bai, Yisheng Lv, Rui Zhao |
| 2024 | CVPR | SC- Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models. | Tongtian Yue, Jie Cheng, Longteng Guo, Xingyuan Dai, Zijia Zhao, Xingjian He, Gang Xiong, Yisheng Lv, Jing Liu |
| 2024 | ICML | RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences. | Jie Cheng, Gang Xiong, Xingyuan Dai, Qinghai Miao, Yisheng Lv, Fei-Yue Wang |
| 2024 | SMC | Open-Set Entity Alignment using Large Language Models with Retrieval Augmentation. | Linyao Yang, Hongyang Chen, Xiao Wang, Yisheng Lv, Yonglin Tian, Xingyuan Dai, Fei-Yue Wang |
| 2023 | ICONIP | A Deep Graph Matching-Based Method for Trajectory Association in Vessel Traffic Surveillance. | Yuchen Lu, Xiangkai Zhang, Xu Yang, Pin Lv, Liguo Sun, Ryan Wen Liu, Yisheng Lv |
| 2023 | SMC | The DAO to Social Transportation: Towards Smart Mobility in Cyber-Physical-Social Space. | Yuanyuan Chen, Yisheng Lv, Fei-Yue Wang |
| 2023 | SMC | A SINS Error Correction Approach Based on Dual-Threshold ZV Detection and Cubature Kalman Filter. | Ruijie Xu, Shichao Chen, Wenqiao Sun, Yisheng Lv, Jialiang Luo, Ying Tang |
| 2021 | CVPR | SCF-Net: Learning Spatial Contextual Features for Large-Scale Point Cloud Segmentation. | Siqi Fan, Qiulei Dong, Fenghua Zhu, Yisheng Lv, Peijun Ye, Fei-Yue Wang |
| 2021 | KDD | Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting. | Liangzhe Han, Bowen Du, Leilei Sun, Yanjie Fu, Yisheng Lv, Hui Xiong |