Ziyue Li

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 47

Top Topics

Referential Integrity

Traffic Signal Control

Reinforcement Learning

Top Venues

Publications

Chenxi Liu, Qianxiong Xu, Hao Miao, Sun Yang, Lingzheng Zhang, Cheng Long, Ziyue Li, Rui Zhao
TimeCMA: Towards LLM-Empowered Time Series Forecasting via Cross-Modality Alignment. CoRR (2024)
Jiuyun Hu, Ziyue Li, Chen Zhang, Fugee Tsung, Hao Yan
Low-Rank Robust Subspace Tensor Clustering for Metro Passenger Flow Modeling. CoRR (2024)
Jingqing Ruan, Ziyue Li, Hua Wei, Haoyuan Jiang, Jiaming Lu, Xuantang Xiong, Hangyu Mao, Rui Zhao
CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control. CoRR (2024)
Chenxi Liu, Sun Yang, Qianxiong Xu, Zhishuai Li, Cheng Long, Ziyue Li, Rui Zhao
Spatial-Temporal Large Language Model for Traffic Prediction. MDM (2024)
Jiexia Ye, Weiqi Zhang, Ke Yi, Yongzi Yu, Ziyue Li, Jia Li, Fugee Tsung
A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model. CoRR (2024)
Zhishuai Li, Xiang Wang, Jingjing Zhao, Sun Yang, Guoqing Du, Xiaoru Hu, Bin Zhang, Yuxiao Ye, Ziyue Li, Rui Zhao, Hangyu Mao
PET-SQL: A Prompt-enhanced Two-stage Text-to-SQL Framework with Cross-consistency. CoRR (2024)
Jiaming Lu, Jingqing Ruan, Haoyuan Jiang, Ziyue Li, Hangyu Mao, Rui Zhao
DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge. AAMAS (2024)
Xinqi Du, Ziyue Li, Cheng Long, Yongheng Xing, Philip S. Yu, Hechang Chen
FELight: Fairness-Aware Traffic Signal Control via Sample-Efficient Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Sun Yang, Qiong Su, Zhishuai Li, Ziyue Li, Hangyu Mao, Chenxi Liu, Rui Zhao
SQL-to-Schema Enhances Schema Linking in Text-to-SQL. CoRR (2024)
Hangyu Mao, Rui Zhao, Ziyue Li, Zhiwei Xu, Hao Chen, Yiqun Chen, Bin Zhang, Zhen Xiao, Junge Zhang, Jiangjin Yin
PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning. AAMAS (2024)
Kaijian Liu, Shixiang Tang, Ziyue Li, Zhishuai Li, Lei Bai, Feng Zhu, Rui Zhao
Relation-Aware Distribution Representation Network for Person Clustering With Multiple Modalities. IEEE Trans. Multim. 26 (2024)
Zhishuai Li, Yunhao Nie, Ziyue Li, Lei Bai, Yisheng Lv, Rui Zhao
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning. CoRR (2024)
Haoyuan Jiang, Ziyue Li, Hua Wei, Xuantang Xiong, Jingqing Ruan, Jiaming Lu, Hangyu Mao, Rui Zhao
X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner. CoRR (2024)
Alessandra Angelucci, Ziyue Li, Niya Stoimenova, Stefano Canali
The paradox of the artificial intelligence system development process: the use case of corporate wellness programs using smart wearables. AI Soc. 39 (3) (2024)
Sun Yang, Qiong Su, Zhishuai Li, Ziyue Li, Hangyu Mao, Chenxi Liu, Rui Zhao
SQL-to-Schema Enhances Schema Linking in Text-to-SQL. DEXA (1) (2024)
Xiaochuan Gou, Ziyue Li, Tian Lan, Junpeng Lin, Zhishuai Li, Bingyu Zhao, Chen Zhang, Di Wang, Xiangliang Zhang
XTraffic: A Dataset Where Traffic Meets Incidents with Explainability and More. CoRR (2024)
Qianxiong Xu, Guosheng Lin, Chen Change Loy, Cheng Long, Ziyue Li, Rui Zhao
Eliminating Feature Ambiguity for Few-Shot Segmentation. CoRR (2024)
Weiqi Zhang, Jiexia Ye, Ziyue Li, Jia Li, Fugee Tsung
DualTime: A Dual-Adapter Multimodal Language Model for Time Series Representation. CoRR (2024)
Haoyuan Jiang, Xuantang Xiong, Ziyue Li, Hangyu Mao, Guanghu Sui, Jingqing Ruan, Yuheng Cheng, Hua Wei, Wolfgang Ketter, Rui Zhao
GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control Agents. CoRR (2024)
Jingqing Ruan, Ziyue Li, Hua Wei, Haoyuan Jiang, Jiaming Lu, Xuantang Xiong, Hangyu Mao, Rui Zhao
CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control. KDD (2024)
Chenxi Liu, Sun Yang, Qianxiong Xu, Zhishuai Li, Cheng Long, Ziyue Li, Rui Zhao
Spatial-Temporal Large Language Model for Traffic Prediction. CoRR (2024)
Philipp K. Peter, Yulin Li, Ziyue Li, Wolfgang Ketter
Deep Causal Learning to Explain and Quantify The Geo-Tension's Impact on Natural Gas Market. CoRR (2024)
Bin Zhang, Yuxiao Ye, Guoqing Du, Xiaoru Hu, Zhishuai Li, Sun Yang, Chi Harold Liu, Rui Zhao, Ziyue Li, Hangyu Mao
Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation. CoRR (2024)
Zhishuai Li, Yunhao Nie, Ziyue Li, Lei Bai, Yisheng Lv, Rui Zhao
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning. AISTATS (2024)
Dedong Li, Ziyue Li, Zhishuai Li, Lei Bai, Qingyuan Gong, Lijun Sun, Wolfgang Ketter, Rui Zhao
A Critical Perceptual Pre-trained Model for Complex Trajectory Recovery. CoRR (2023)
Ziyue Li, Hao Yan, Chen Zhang, Andi Wang, Wolfgang Ketter, Lijun Sun, Fugee Tsung
Tensor Dirichlet Process Multinomial Mixture Model for Passenger Trajectory Clustering. CoRR (2023)
Kaijian Liu, Shixiang Tang, Ziyue Li, Zhishuai Li, Lei Bai, Feng Zhu, Rui Zhao
Relation-Aware Distribution Representation Network for Person Clustering with Multiple Modalities. CoRR (2023)
Guanghu Sui, Zhishuai Li, Ziyue Li, Sun Yang, Jingqing Ruan, Hangyu Mao, Rui Zhao
Reboost Large Language Model-based Text-to-SQL, Text-to-Python, and Text-to-Function - with Real Applications in Traffic Domain. CoRR (2023)
Luxuan Wang, Lei Bai, Ziyue Li, Rui Zhao, Fugee Tsung
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping. CoRR (2023)
Ziyue Li, Hao Yan, Chen Zhang, Wolfgang Ketter, Fugee Tsung
Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering. GeoAI@SIGSPATIAL (2023)
Qianxiong Xu, Cheng Long, Ziyue Li, Sijie Ruan, Rui Zhao, Zhishuai Li
KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy. CoRR (2023)
Luxuan Wang, Lei Bai, Ziyue Li, Rui Zhao, Fugee Tsung
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping. CASE (2023)
Jiaming Lu, Jingqing Ruan, Haoyuan Jiang, Ziyue Li, Hangyu Mao, Rui Zhao
DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge. CoRR (2023)
Yilun Kong, Jingqing Ruan, Yihong Chen, Bin Zhang, Tianpeng Bao, Shiwei Shi, Guoqing Du, Xiaoru Hu, Hangyu Mao, Ziyue Li, Xingyu Zeng, Rui Zhao
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems. CoRR (2023)
Dedong Li, Ziyue Li, Zhishuai Li, Lei Bai, Qingyuan Gong, Lijun Sun, Wolfgang Ketter, Rui Zhao
A Critical Perceptual Pre-trained Model for Complex Trajectory Recovery. GeoSearch@SIGSPATIAL (2023)
Ziyue Li, Hao Yan, Chen Zhang, Lijun Sun, Wolfgang Ketter, Fugee Tsung
Choose A Table: Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering. CoRR (2023)
Zhishuai Li, Ziyue Li, Xiaoru Hu, Guoqing Du, Yunhao Nie, Feng Zhu, Lei Bai, Rui Zhao
VisionTraj: A Noise-Robust Trajectory Recovery Framework based on Large-scale Camera Network. CoRR (2023)
Tian Lan, Ziyue Li, Zhishuai Li, Lei Bai, Man Li, Fugee Tsung, Wolfgang Ketter, Rui Zhao, Chen Zhang
MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis. KDD (2023)
Junpeng Lin, Ziyue Li, Zhishuai Li, Lei Bai, Rui Zhao, Chen Zhang
Dynamic Causal Graph Convolutional Network for Traffic Prediction. CASE (2023)
Min Jiang, Andi Wang, Ziyue Li, Fugee Tsung
A Unified Probabilistic Framework for Spatiotemporal Passenger Crowdedness Inference within Urban Rail Transit Network. CASE (2023)
Ziyue Li, Hao Yan, Fugee Tsung, Ke Zhang
Profile Decomposition Based Hybrid Transfer Learning for Cold-Start Data Anomaly Detection. ACM Trans. Knowl. Discov. Data 16 (6) (2022)
Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung
Individualized passenger travel pattern multi-clustering based on graph regularized tensor latent dirichlet allocation. Data Min. Knowl. Discov. 36 (4) (2022)
Ziyue Li
Tensor Topic Models with Graphs and Applications on Individualized Travel Patterns. ICDE (2021)
Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung
Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile. CoRR (2020)
Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung
Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction. AAAI (2020)
Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung
Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile. IEEE Robotics Autom. Lett. 5 (4) (2020)
Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung
Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction. CoRR (2019)