Ziyue Li

Orcid: 0000-0003-4983-9352

Affiliations:

University of Cologne, Germany
Hong Kong University of Science and Technology, Hong Kong, SAR, China (former)

According to our database¹, Ziyue Li authored at least 45 papers between 2020 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

Article

PhD thesis

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Other

Bibliography

2024

FELight: Fairness-Aware Traffic Signal Control via Sample-Efficient Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2024

A General Scenario-Agnostic Reinforcement Learning for Traffic Signal Control.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., September, 2024

The paradox of the artificial intelligence system development process: the use case of corporate wellness programs using smart wearables.

[BibT_eX]

[DOI]

AI Soc., June, 2024

Relation-Aware Distribution Representation Network for Person Clustering With Multiple Modalities.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Hybrid Mamba for Few-Shot Segmentation.

[BibT_eX]

[DOI]

CoRR, 2024

Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast.

[BibT_eX]

[DOI]

CoRR, 2024

XTraffic: A Dataset Where Traffic Meets Incidents with Explainability and More.

[BibT_eX]

[DOI]

CoRR, 2024

Deep Causal Learning to Explain and Quantify The Geo-Tension's Impact on Natural Gas Market.

[BibT_eX]

[DOI]

CoRR, 2024

GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control Agents.

[BibT_eX]

[DOI]

CoRR, 2024

DualTime: A Dual-Adapter Multimodal Language Model for Time Series Representation.

[BibT_eX]

[DOI]

CoRR, 2024

TimeCMA: Towards LLM-Empowered Time Series Forecasting via Cross-Modality Alignment.

[BibT_eX]

[DOI]

CoRR, 2024

A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model.

[BibT_eX]

[DOI]

CoRR, 2024

Low-Rank Robust Subspace Tensor Clustering for Metro Passenger Flow Modeling.

[BibT_eX]

[DOI]

CoRR, 2024

PET-SQL: A Prompt-enhanced Two-stage Text-to-SQL Framework with Cross-consistency.

[BibT_eX]

[DOI]

CoRR, 2024

Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation.

[BibT_eX]

[DOI]

CoRR, 2024

Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting.

[BibT_eX]

[DOI]

CoRR, 2024

Spatial-Temporal Large Language Model for Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Mobile Data Management, 2024

CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Eliminating Feature Ambiguity for Few-Shot Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

SQL-to-Schema Enhances Schema Linking in Text-to-SQL.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2024

PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

VisionTraj: A Noise-Robust Trajectory Recovery Framework based on Large-scale Camera Network.

[BibT_eX]

[DOI]

CoRR, 2023

Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach.

[BibT_eX]

[DOI]

CoRR, 2023

TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems.

[BibT_eX]

[DOI]

CoRR, 2023

KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy.

[BibT_eX]

[DOI]

CoRR, 2023

Choose A Table: Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering.

[BibT_eX]

[DOI]

CoRR, 2023

Reboost Large Language Model-based Text-to-SQL, Text-to-Python, and Text-to-Function - with Real Applications in Traffic Domain.

[BibT_eX]

[DOI]

CoRR, 2023

Tensor Dirichlet Process Multinomial Mixture Model for Passenger Trajectory Clustering.

[BibT_eX]

[DOI]

CoRR, 2023

Poster: A Privacy-preserving Heart Rate Prediction System for Drivers in Connected Vehicles.

[BibT_eX]

[DOI]

Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

A Critical Perceptual Pre-trained Model for Complex Trajectory Recovery.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data, 2023

Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2023

Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

Dynamic Causal Graph Convolutional Network for Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

A Unified Probabilistic Framework for Spatiotemporal Passenger Crowdedness Inference within Urban Rail Transit Network.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

Adaptive Hierarchical SpatioTemporal Network for Traffic Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022

Profile Decomposition Based Hybrid Transfer Learning for Cold-Start Data Anomaly Detection.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

Individualized passenger travel pattern multi-clustering based on graph regularized tensor latent dirichlet allocation.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2022

Jointly Contrastive Representation Learning on Road Network and Trajectory.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Tensor Topic Models with Graphs and Applications on Individualized Travel Patterns.

[BibT_eX]

[DOI]

Ziyue Li

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., 2020

Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction.

[BibT_eX]

[DOI]

Ziyue Li

Nurettin Dorukhan Sergin

Hao Yan

Chen Zhang

Fugee Tsung

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Ziyue Li

Timeline

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