| Graph neural networks: foundation, frontiers and applications L Wu, P Cui, J Pei, L Zhao, X Guo Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022 | 751 | 2022 |
| Denoising self-attentive sequential recommendation H Chen, Y Lin, M Pan, L Wang, CCM Yeh, X Li, Y Zheng, F Wang, H Yang Proceedings of the 16th ACM conference on recommender systems, 92-101, 2022 | 100 | 2022 |
| Kernel ridge regression-based graph dataset distillation Z Xu, Y Chen, M Pan, H Chen, M Das, H Yang, H Tong Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 64 | 2023 |
| DHPA: Dynamic human preference analytics framework: A case study on taxi drivers’ learning curve analysis M Pan, W Huang, Y Li, X Zhou, Z Liu, R Song, H Lu, Z Tian, J Luo ACM Transactions on Intelligent Systems and Technology (TIST) 11 (1), 1-19, 2020 | 53 | 2020 |
| Discrete-state continuous-time diffusion for graph generation Z Xu, R Qiu, Y Chen, H Chen, X Fan, M Pan, Z Zeng, M Das, H Tong Advances in Neural Information Processing Systems 37, 79704-79740, 2024 | 52 | 2024 |
| xgail: Explainable generative adversarial imitation learning for explainable human decision analysis M Pan, W Huang, Y Li, X Zhou, J Luo Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 52 | 2020 |
| St-siamesenet: Spatio-temporal siamese networks for human mobility signature identification H Ren, M Pan, Y Li, X Zhou, J Luo Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020 | 50 | 2020 |
| Dissecting the learning curve of taxi drivers: A data-driven approach M Pan, Y Li, X Zhou, Z Liu, R Song, H Lu, J Luo Proceedings of the 2019 SIAM International Conference on Data Mining, 783-791, 2019 | 41 | 2019 |
| Pacer: Network embedding from positional to structural Y Yan, Y Hu, Q Zhou, L Liu, Z Zeng, Y Chen, M Pan, H Chen, M Das, ... Proceedings of the ACM Web Conference 2024, 2485-2496, 2024 | 37 | 2024 |
| Main-rag: Multi-agent filtering retrieval-augmented generation CY Chang, Z Jiang, V Rakesh, M Pan, CCM Yeh, G Wang, M Hu, Z Xu, ... Proceedings of the 63rd Annual Meeting of the Association for Computational …, 2025 | 36 | 2025 |
| Node classification beyond homophily: Towards a general solution Z Xu, Y Chen, Q Zhou, Y Wu, M Pan, H Yang, H Tong Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 34 | 2023 |
| Probabilistic Masked Attention Networks for Explainable Sequential Recommendation. H Chen, K Zhou, Z Jiang, CCM Yeh, X Li, M Pan, Y Zheng, X Hu, H Yang IJCAI, 2068-2076, 2023 | 14 | 2023 |
| Graph neural networks in urban intelligence Y Li, X Zhou, M Pan Graph neural networks: foundations, frontiers, and applications, 579-593, 2022 | 14 | 2022 |
| Mahashweta Das, and Na Zou. 2024. MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation CY Chang, Z Jiang, V Rakesh, M Pan, CCM Yeh, G Wang, M Hu, Z Xu, ... arXiv preprint arXiv:2501.00332, 0 | 13 | |
| Sketching multidimensional time series for fast discord mining CCM Yeh, Y Zheng, M Pan, H Chen, Z Zhuang, J Wang, L Wang, ... 2023 IEEE International Conference on Big Data (BigData), 443-452, 2023 | 9 | 2023 |
| Graph anomaly detection with adaptive node mixup Q Zhou, Y Chen, Z Xu, Y Wu, M Pan, M Das, H Yang, H Tong Proceedings of the 33rd ACM International Conference on Information and …, 2024 | 8 | 2024 |
| Is reinforcement learning the choice of human learners? a case study of taxi drivers M Pan, W Huang, Y Li, X Zhou, Z Liu, J Bao, Y Zheng, J Luo Proceedings of the 28th International Conference on Advances in Geographic …, 2020 | 8 | 2020 |
| Sccs: Smart cloud commuting system with shared autonomous vehicles M Pan, Y Li, ZL Zhang, J Luo IEEE Transactions on Big Data 8 (5), 1301-1311, 2020 | 5 | 2020 |
| Modeling urban trip demands in cloud-commuting system: A holistic approach G Liu, M Pan, Y Li, ZL Zhang, J Luo 2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS …, 2017 | 4 | 2017 |
| TREASURE: A Transformer-Based Foundation Model for High-Volume Transaction Understanding CCM Yeh, US Saini, X Dai, X Fan, S Jain, Y Fan, J Sun, J Wang, M Pan, ... arXiv preprint arXiv:2511.19693, 2025 | 3 | 2025 |
Huiyuan ChenAmazonVerified email at case.edu
