| TPTU: Task Planning and Tool Usage of Large Language Model-based AI Agents J Ruan, Y Chen, B Zhang, Z Xu, T Bao, G Du, S Shi, H Mao, Z Li, X Zeng, ... NeurIPS 2023: 37th Conference on Neural Information Processing Systems …, 2023 | 115 | 2023 |
| Tensor completion for weakly-dependent data on graph for metro passenger flow prediction Z Li, ND Sergin, H Yan, C Zhang, F Tsung AAAI 2020 Conference on AI (INFORMS QSR Best Student Paper Finalist) 34 (Vol …, 2020 | 68 | 2020 |
| Spatial-Temporal Large Language Model for Traffic Prediction C Liu, S Yang, Q Xu, Z Li, C Long, Z Li, R Zhao IEEE MDM 2024: The 25th IEEE International Conference on Mobile Data …, 2024 | 56 | 2024 |
| Scaling geo-distributed network function chains: A prediction and learning framework Z Luo, C Wu, Z Li, W Zhou IEEE Journal on Selected Areas in Communications 37 (8), 1838-1850, 2020 | 54 | 2020 |
| Jointly Contrastive Representation Learning on Road Network and Trajectory Z Mao, Z Li, D Li, L Bai, R Zhao CIKM 2022: Proceedings of the 31st ACM International Conference on …, 2022 | 48 | 2022 |
| Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile Z Li, H Yan, C Zhang, F Tsung IEEE Robotics and Automation Letters (IEEE CASE Best Conference Paper Award …, 2020 | 44 | 2020 |
| Traffic congestion prediction using decision tree, logistic regression and neural networks TS Tamir, G Xiong, Z Li, H Tao, Z Shen, B Hu, HM Menkir Ifac-PapersOnline 53 (5), 512-517, 2020 | 40 | 2020 |
| Tptu-v2: Boosting task planning and tool usage of large language model-based agents in real-world systems Y Kong, J Ruan, Y Chen, B Zhang, T Bao, S Shi, G Du, X Hu, H Mao, Z Li, ... arXiv preprint arXiv:2311.11315, 2023 | 33 | 2023 |
| An improved traffic lights recognition algorithm for autonomous driving in complex scenarios Z Li, Q Zeng, Y Liu, J Liu, L Li International Journal of Distributed Sensor Networks 17 (5), 15501477211018374, 2021 | 33 | 2021 |
| Benchmarking the text-to-sql capability of large language models: A comprehensive evaluation B Zhang, Y Ye, G Du, X Hu, Z Li, S Yang, CH Liu, R Zhao, Z Li, H Mao arXiv preprint arXiv:2403.02951, 2024 | 31 | 2024 |
| Dynamic Causal Graph Convolutional Network for Traffic Prediction J Lin, Z Li, Z Li, L Bai, Z Rui, C Zhang IEEE CASE 2023 (Peter Luh Young Researcher Best Paper Award Finalist), 1-8, 2023 | 31 | 2023 |
| Individualized Passenger Travel Pattern Multi-clustering based on Graph Regularized Tensor Latent Dirichlet Allocation Z Li, H Yan, C Zhang, F Tsung Data Mining and Knowledge Discovery (INFORMS Data Mining Best Student Paper …, 2022 | 28 | 2022 |
| Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach B Zhang, H Mao, J Ruan, Y Wen, Y Li, S Zhang, Z Xu, D Li, Z Li, R Zhao, ... ICLR 2024: The Twelfth International Conference on Learning Representations …, 2024 | 27 | 2024 |
| Profile Decomposition based Hybrid Transfer Learning for Cold-start Data Anomaly Detection Z Li, H Yan, F Tsung, K Zhang ACM Transactions on Knowledge Discovery from Data (TKDD) 16 (6), 1-28, 2022 | 21 | 2022 |
| Tensor Topic Models with Graphs and Applications on Individualized Travel Patterns LI Ziyue ICDE 2021 (INFORMS Data Mining & Decision Analytics Applied Best Paper …, 2021 | 20 | 2021 |
| Abnormal behavior recognition based on key points of human skeleton Y Liu, S Zhang, Z Li, Y Zhang IFAC-PapersOnLine 53 (5), 441-445, 2020 | 20 | 2020 |
| A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model J Ye, W Zhang, K Yi, Y Yu, Z Li, J Li, F Tsung arXiv preprint arXiv:2405.02358, 2024 | 19 | 2024 |
| PET-SQL: A Prompt-enhanced Two-stage Text-to-SQL Framework with Cross-consistency Z Li, X Wang, J Zhao, S Yang, G Du, X Hu, B Zhang, Y Ye, Z Li, R Zhao, ... arXiv preprint arXiv:2403.09732, 2024 | 18 | 2024 |
| MM-DAG: Multi-task DAG Learning for Multi-modal Data--with Application for Traffic Congestion Analysis T Lan, Z Li, Z Li, L Bai, M Li, F Tsung, W Ketter, R Zhao, C Zhang SIGKDD 2023: Proceedings of the 29th ACM SIGKDD Conference on Knowledge …, 2023 | 15 | 2023 |
| TimeCMA: Towards LLM-Empowered Time Series Forecasting via Cross-Modality Alignment C Liu, Q Xu, H Miao, S Yang, L Zhang, C Long, Z Li, R Zhao AAAI 2025: The 39th Annual AAAI Conference on Artificial Intelligence, 2025 | 14 | 2025 |
Fugee Tsung, Fellow of ASA, ASQ, IIS...Chair Professor, HKUSTVerified email at ust.hk