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Ziyue LI
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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
672023
Tensor completion for weakly-dependent data on graph for metro passenger flow prediction
Z Li, ND Sergin, H Yan, C Zhang, F Tsung
AAAI 2024: 34 (Vol 34 No 04: AAAI-20 Technical Tracks 4), 4804--4810, 2020
592020
Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile
Z Li, H Yan, C Zhang, F Tsung
IEEE Robotics and Automation Letters 5 (4), 5010-5017, 2020
332020
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
272022
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
212021
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 Management, 2024
202024
Dynamic Causal Graph Convolutional Network for Traffic Prediction
J Lin, Z Li, Z Li, L Bai, Z Rui, C Zhang
2023 IEEE 19th International Conference on Automation Science and …, 2023
182023
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 36 (4), 1247-1278, 2022
182022
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
162020
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
152022
Tensor Topic Models with Graphs and Applications on Individualized Travel Patterns
LI Ziyue
ICDE 2021: 2021 IEEE 37th International Conference on Data Engineering (ICDE …, 2021
142021
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
132024
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, ...
ICLR 2024: The Twelfth International Conference on Learning Representations …, 2024
102024
Transformer in Transformer as Backbone for Deep Reinforcement Learning
H Mao, R Zhao, Z Li, H Chen, J Hao, Y Chen, D Li, J Zhang, Z Xiao
arXiv preprint arXiv:2212.14538, 2022
82022
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping
L Wang, L Bai, Z Li, R Zhao, F Tsung
2023 IEEE 19th International Conference on Automation Science and …, 2023
72023
The paradox of the artificial intelligence system development process: the use case of corporate wellness programs using smart wearables
A Angelucci, Z Li, N Stoimenova, S Canali
AI & Society, 2022
62022
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
52024
Adaptive Hierarchical SpatioTemporal Network for Traffic Forecasting
Y Chen, Z Li, W Ouyang, M Lepech
2023 IEEE 19th International Conference on Automation Science and …, 2023
52023
A Unified Probabilistic Framework for Spatiotemporal Passenger Crowdedness Inference within Urban Rail Transit Network
M Jiang, A Wang, Z Li, F Tsung
2023 IEEE 19th International Conference on Automation Science and …, 2023
52023
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
52023
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