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Menghai Pan
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Year
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
3012022
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
412022
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
352020
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
352019
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
332020
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
322020
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
192023
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
82023
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
62020
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
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 on Web Conference 2024, 2485-2496, 2024
42024
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
42023
Graph neural networks in urban intelligence
Y Li, X Zhou, M Pan
Graph Neural Networks: Foundations, Frontiers, and Applications, 579-593, 2022
42022
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
Learning decision making strategies of non-experts: A next-gail model for taxi drivers
M Pan, X Zhang, Y Li, X Zhou, J Luo
Proceedings of the 29th International Conference on Advances in Geographic …, 2021
32021
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
arXiv preprint arXiv:2405.11416, 2024
12024
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
Proceedings of the Thirty-Second International Joint Conference on …, 2023
12023
Making Sense of Human-generated Spatial-temporal Data from Urban Environment
M Pan
Worcester Polytechnic Institute, 2021
12021
POSITIONAL EMBEDDING MEETS STRUCTURAL EMBEDDING OF GRAPH REPRESENTATION LEARNING
Y Chen, M Pan, H Chen, M Das, H Yang
2024
TransNet: Transaction Networks for tabular data
M Xu, H Chen, M Pan, Y Chen, Y Dou, M Das
2024
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Articles 1–20