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Menghai Pan
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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
7512022
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
1002022
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
642023
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
532020
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
522024
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
522020
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
502020
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
412019
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
372024
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
362025
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
342023
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
142023
Graph neural networks in urban intelligence
Y Li, X Zhou, M Pan
Graph neural networks: foundations, frontiers, and applications, 579-593, 2022
142022
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
92023
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
82024
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
82020
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
52020
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
42017
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
32025
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