| 2026 | KDD | Think2Go: Generative Next POI Recommendation with LLM Reasoning. | Zhuang Zhuang, Shanshan Feng, Hangwei Qian, Mingqi Yang, Heng Qi, Yanming Shen, Baocai Yin |
| 2025 | AAAI | Bridging Molecular Graphs and Large Language Models. | Runze Wang, Mingqi Yang, Yanming Shen |
| 2025 | CIKM | MGSTDN: Multi-Granularity Spatial-Temporal Diffusion Network for Next POI Recommendation. | Zhuang Zhuang, Haitao Yuan, Shanshan Feng, Heng Qi, Yanming Shen, Baocai Yin |
| 2024 | AAAI | TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation. | Zhuang Zhuang, Tianxin Wei, Lingbo Liu, Heng Qi, Yanming Shen, Baocai Yin |
| 2024 | GLOBECOM | "Less Knowledge is Less" - An Empirical Study of Intelligent Traffic Signal Network Efficiency Under Partial Information. | Yanming Shen, Zepu Wang, Peng Sun, Yulin Hu, Azzedine Boukerche |
| 2024 | ICML | Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization. | Rui Li, Chaozhuo Li, Yanming Shen, Zeyu Zhang, Xu Chen |
| 2024 | SDM | Pretraining Molecules with Explicit Substructure Information. | Yuting Ma, Shuo Yu, Yanming Shen |
| 2023 | ACL | To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion. | Rui Li, Xu Chen, Chaozhuo Li, Yanming Shen, Jianan Zhao, Yujing Wang, Weihao Han, Hao Sun, Weiwei Deng, Qi Zhang, Xing Xie |
| 2023 | ICML | Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering. | Mingqi Yang, Wenjie Feng, Yanming Shen, Bryan Hooi |
| 2023 | IJCNN | Triplet-contrastive Periodical Siamese Graph Networks for Travel Time Estimation. | Alfateh M. Tag Elsir, Alkilane Khaled, Yanming Shen |
| 2022 | ICML | HousE: Knowledge Graph Embedding with Householder Parameterization. | Rui Li, Jianan Zhao, Chaozhuo Li, Di He, Yiqi Wang, Yuming Liu, Hao Sun, Senzhang Wang, Weiwei Deng, Yanming Shen, Xing Xie, Qi Zhang |
| 2022 | ICML | A New Perspective on the Effects of Spectrum in Graph Neural Networks. | Mingqi Yang, Yanming Shen, Rui Li, Heng Qi, Qiang Zhang, Baocai Yin |
| 2022 | ICPADS | A Continuous Encoder-Decoder Method for Spatial-Temporal Forecasting. | Lei Liu, Yanming Shen, Heng Qi |
| 2021 | ICPADS | STNN: A Spatial-Temporal Graph Neural Network for Traffic Prediction. | Xueyan Yin, Feifan Li, Genze Wu, Pengfei Wang, Yanming Shen, Heng Qi, Baocai Yin |
| 2021 | WWW | Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks. | Mingqi Yang, Yanming Shen, Heng Qi, Baocai Yin |
| 2019 | ICPADS | An Effective Spatio-Temporal Query Framework for Massive Trajectory Data in Urban Computing. | Shiqiang Li, Weize Wang, Jiawei Shan, Heng Qi, Yanming Shen, Baocai Yin |
| 2019 | UIC | A Dynamic Grid-Based Algorithm for Taxi Ridesharing in Multiple Road Condition. | Yuxin Wang, Bin Wu, Tongkun Xu, Yanming Shen, Feng Chen |
| 2016 | HPSR | ComCell: Exploring flexible and symmetrical architecture for data center networks. | Deshun Li, Yanming Shen |
| 2013 | ICCCN | A Fast Approach to Unknown Tag Identification in Large Scale RFID Systems. | Xiulong Liu, Keqiu Li, Yanming Shen, Geyong Min, Bin Xiao, Wenyu Qu, Hongjuan Li |
| 2013 | MASS | Time- and Energy-Efficient Detection of Unknown Tags in Large-Scale RFID Systems. | Xiulong Liu, Heng Qi, Keqiu Li, Yanming Shen, Alex X. Liu, Wenyu Qu |
| 2010 | HPSR | DISQUO: A distributed 100% throughput algorithm for a buffered crossbar switch. | Shunyuan Ye, Yanming Shen, Shivendra S. Panwar |
| 2009 | ISPA | A Low Latency Handoff Scheme Based on the Location and Movement Pattern. | Fei Shi, Keqiu Li, Yanming Shen |
| 2009 | IWCMC | An equilibrium multi-hop cluster hierarchy for wireless sensor networks. | Kai Lin, Keqiu Li, Hongwei Ge, Yanming Shen |
| 2009 | NPC | Adaptive Energy-Efficient Packet Transmission for Voice Delivering in Wireless Sensor Networks. | Junfeng Xu, Keqiu Li, Yanming Shen, Geyong Min, Wenyu Qu |
| 2008 | EUC | An Energy-Efficient Waiting Caching Algorithm in Wireless Sensor Networks. | Junfeng Xu, Keqiu Li, Yanming Shen, Jian Liu |
| 2008 | ICNP | Substream Trading: Towards an open P2P live streaming system. | Zhengye Liu, Yanming Shen, Keith W. Ross, Shivendra S. Panwar, Yao Wang |
| 2007 | Broadnets | Path switching and call protection for reliable IP telephony. | Bengi Karacali, Mark J. Karol, Parameshwaran Krishnan, Jean Meloche, Yanming Shen |