Causal Discovery from Temporal Data: An Overview and New Perspectives C Gong, D Yao, C Zhang, W Li, J Bi arXiv preprint arXiv:2303.10112, 2023 | 27 | 2023 |
Causal Discovery from Temporal Data C Gong, D Yao, C Zhang, W Li, J Bi, L Du, J Wang Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 14 | 2023 |
CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution D Yao, C Gong, L Zhang, S Chen, J Bi Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 12 | 2022 |
Improved general attribute reduction algorithms B Li, Z Wei, D Miao, N Zhang, W Shen, C Gong, H Zhang, L Sun Information Sciences 536, 298-316, 2020 | 12 | 2020 |
TrajCross: Trajecotry Cross-Modal Retrieval with Contrastive Learning Q Jing, D Yao, C Gong, X Fan, B Wang, H Tan, J Bi 2021 IEEE International Conference on Big Data (Big Data), 344-349, 2021 | 7 | 2021 |
Causaltad: Causal implicit generative model for debiased online trajectory anomaly detection W Li, D Yao, C Gong, X Chu, Q Jing, X Zhou, Y Zhang, Y Fan, J Bi 2024 IEEE 40th International Conference on Data Engineering (ICDE), 4477-4490, 2024 | 4 | 2024 |
CausalMMM: Learning Causal Structure for Marketing Mix Modeling C Gong, D Yao, L Zhang, S Chen, W Li, Y Su, J Bi Proceedings of the 17th ACM International Conference on Web Search and Data …, 2024 | 3 | 2024 |
PORCA: Root Cause Analysis with Partially Observed Data C Gong, D Yao, J Wang, W Li, L Fang, Y Xie, K Feng, P Han, J Bi arXiv preprint arXiv:2407.05869, 2024 | 2 | 2024 |
STBench: Assessing the Ability of Large Language Models in Spatio-Temporal Analysis W Li, D Yao, R Zhao, W Chen, Z Xu, C Luo, C Gong, Q Jing, H Tan, J Bi arXiv preprint arXiv:2406.19065, 2024 | 2 | 2024 |