| A survey on causal inference L Yao, Z Chu, S Li, Y Li, J Gao, A Zhang ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (5), 1-46, 2021 | 385 | 2021 |
| TIME-LLM: TIME SERIES FORECASTING BY REPRO-GRAMMING LARGE LANGUAGE MODELS M Jin, S Wang, L Ma, Z Chu, JY Zhang, X Shi, PY Chen, Y Liang, YF Li, ... 2024 Twelfth International Conference on Learning Representations (ICLR), 2024 | 59 | 2024 |
| Graph infomax adversarial learning for treatment effect estimation with networked observational data Z Chu, SL Rathbun, S Li Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 38 | 2021 |
| Causal inference meets machine learning P Cui, Z Shen, S Li, L Yao, Y Li, Z Chu, J Gao Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020 | 38 | 2020 |
| Knowledge-guided article embedding refinement for session-based news recommendation HS Sheu, Z Chu, D Qi, S Li IEEE Transactions on Neural Networks and Learning Systems 33 (12), 7921-7927, 2021 | 37 | 2021 |
| Matching in selective and balanced representation space for treatment effects estimation Z Chu, SL Rathbun, S Li Proceedings of the 29th ACM International Conference on Information …, 2020 | 32 | 2020 |
| Enhancing recommender systems with large language model reasoning graphs Y Wang*, Z Chu*, X Ouyang, S Wang, H Hao, Y Shen, J Gu, S Xue, ... Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI'24), 2024 | 24 | 2024 |
| Leveraging large language models for pre-trained recommender systems Z Chu, H Hao, X Ouyang, S Wang, Y Wang, Y Shen, J Gu, Q Cui, L Li, ... arXiv preprint arXiv:2308.10837, 2023 | 21 | 2023 |
| Causal Effect Estimation: Recent Progress, Challenges, and Opportunities Z Chu, S Li Machine Learning for Causal Inference, 79-100, 2023 | 15 | 2023 |
| Learning infomax and domain-independent representations for causal effect inference with real-world data Z Chu, SL Rathbun, S Li Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2022 | 13 | 2022 |
| Continual causal inference with incremental observational data Z Chu, R Li, S Rathbun, S Li The 39th IEEE International Conference on Data Engineering (ICDE 2023), 2023 | 11 | 2023 |
| Fair attribute completion on graph with missing attributes D Guo, Z Chu, S Li The Eleventh International Conference on Learning Representations (ICLR 2023), 2023 | 11 | 2023 |
| Easytpp: Towards open benchmarking the temporal point processes S Xue, X Shi, Z Chu, Y Wang, F Zhou, H Hao, C Jiang, C Pan, Y Xu, ... 2024 Twelfth International Conference on Learning Representations (ICLR), 2024 | 10 | 2024 |
| Data-centric financial large language models Z Chu, H Guo, X Zhou, Y Wang, F Yu, H Chen, W Xu, X Lu, Q Cui, L Li, ... arXiv preprint arXiv:2310.17784, 2023 | 9 | 2023 |
| Prompt-augmented temporal point process for streaming event sequence S Xue, Y Wang, Z Chu, X Shi, C Jiang, H Hao, G Jiang, X Feng, JY Zhang, ... Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS …, 2023 | 8 | 2023 |
| Continual Treatment Effect Estimation: Challenges and Opportunities Z Chu, S Li Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023 | 8 | 2023 |
| pTSE: A Multi-model Ensemble Method for Probabilistic Time Series Forecasting Y Zhou, Z Chu, Y Ruan, G Jin, Y Huang, S Li 2023 International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023 | 6 | 2023 |
| Llm-guided multi-view hypergraph learning for human-centric explainable recommendation Z Chu, Y Wang, Q Cui, L Li, W Chen, S Li, Z Qin, K Ren arXiv preprint arXiv:2401.08217, 2024 | 5 | 2024 |
| Trustworthy representation learning across domains R Zhu, D Guo, D Qi, Z Chu, X Yu, S Li arXiv preprint arXiv:2308.12315, 2023 | 5 | 2023 |
| Hierarchical capsule prediction network for marketing campaigns effect Z Chu, H Ding, G Zeng, Y Huang, T Yan, Y Kang, S Li Proceedings of the 31st ACM International Conference on Information …, 2022 | 5 | 2022 |
Sheng LiQuantitative Foundation Associate Professor of Data Science, University of VirginiaVerified email at virginia.edu
