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ORCIDZiyue Li 0002
Person information
- affiliation: University of Cologne, Germany
- affiliation (former): Hong Kong University of Science and Technology, Hong Kong, SAR, China
Other persons with the same name
- Ziyue Li — disambiguation page
- Ziyue Li 0001
![[0000-0002-5040-6696]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-5040-6696")
— University of Connecticut, Storrs, CT, USA (and 1 more)
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2020 – today
- 2024
[j7]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): 1465-1475 (2024)- [j6]Haoyuan Jiang, Ziyue Li, Zhishuai Li, Lei Bai, Hangyu Mao, Wolfgang Ketter, Rui Zhao:
A General Scenario-Agnostic Reinforcement Learning for Traffic Signal Control. IEEE Trans. Intell. Transp. Syst. 25(9): 11330-11344 (2024) - [j5]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): 4678-4692 (2024) - [j4]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: 8371-8382 (2024) - [c18]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: 46-54 - [c17]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: 1283-1291 - [c16]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: 1363-1371 - [c15]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: 139-145 - [c14]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. IJCAI 2024: 94-102 - [c13]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: 2500-2511 - [c12]Chenxi Liu, Sun Yang, Qianxiong Xu, Zhishuai Li, Cheng Long, Ziyue Li, Rui Zhao:
Spatial-Temporal Large Language Model for Traffic Prediction. MDM 2024: 31-40 - [i36]Pengxin Guo, Pengrong Jin, Ziyue Li, Lei Bai, Yu Zhang:
Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting. CoRR abs/2401.04148 (2024) - [i35]Chenxi Liu, Sun Yang, Qianxiong Xu, Zhishuai Li, Cheng Long, Ziyue Li, Rui Zhao:
Spatial-Temporal Large Language Model for Traffic Prediction. CoRR abs/2401.10134 (2024) - [i34]Zhishuai Li, Yunhao Nie, Ziyue Li, Lei Bai, Yisheng Lv, Rui Zhao:
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning. CoRR abs/2401.12681 (2024) - [i33]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 abs/2403.02951 (2024) - [i32]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 abs/2403.09732 (2024) - [i31]Jiuyun Hu, Ziyue Li, Chen Zhang, Fugee Tsung, Hao Yan:
Low-Rank Robust Subspace Tensor Clustering for Metro Passenger Flow Modeling. CoRR abs/2404.04403 (2024) - [i30]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 abs/2404.12090 (2024) - [i29]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 abs/2405.02358 (2024) - [i28]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 abs/2405.09593 (2024) - [i27]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 abs/2405.17152 (2024) - [i26]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 abs/2406.01638 (2024) - [i25]Weiqi Zhang, Jiexia Ye, Ziyue Li, Jia Li, Fugee Tsung:
DualTime: A Dual-Adapter Multimodal Language Model for Time Series Representation. CoRR abs/2406.06620 (2024) - [i24]Qianxiong Xu, Guosheng Lin, Chen Change Loy, Cheng Long, Ziyue Li, Rui Zhao:
Eliminating Feature Ambiguity for Few-Shot Segmentation. CoRR abs/2407.09842 (2024) - [i23]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 abs/2407.10811 (2024) - [i22]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 abs/2407.10878 (2024) - [i21]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 abs/2407.11477 (2024) - [i20]Man Li, Ziyue Li, Lijun Sun, Fugee Tsung:
Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast. CoRR abs/2409.15200 (2024) - [i19]Qianxiong Xu, Xuanyi Liu, Lanyun Zhu, Guosheng Lin, Cheng Long, Ziyue Li, Rui Zhao:
Hybrid Mamba for Few-Shot Segmentation. CoRR abs/2409.19613 (2024) - 2023
- [c11]Yirong Chen, Ziyue Li, Wanli Ouyang, Michael D. Lepech:
Adaptive Hierarchical SpatioTemporal Network for Traffic Forecasting. CASE 2023: 1-6 - [c10]Min Jiang, Andi Wang, Ziyue Li, Fugee Tsung:
A Unified Probabilistic Framework for Spatiotemporal Passenger Crowdedness Inference within Urban Rail Transit Network. CASE 2023: 1-8 - [c9]Junpeng Lin, Ziyue Li, Zhishuai Li, Lei Bai, Rui Zhao, Chen Zhang:
Dynamic Causal Graph Convolutional Network for Traffic Prediction. CASE 2023: 1-8 - [c8]Luxuan Wang, Lei Bai, Ziyue Li, Rui Zhao, Fugee Tsung:
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping. CASE 2023: 1-7 - [c7]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: 121-128 - [c6]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: 2:1-2:8 - [c5]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: 1188-1199 - [c4]Hui Ruan, Qingyuan Gong, Yang Chen, Jiong Chen, Ziyue Li, Xiang Su:
Poster: A Privacy-preserving Heart Rate Prediction System for Drivers in Connected Vehicles. MobiSys 2023: 557-558 - [i18]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. CoRR abs/2306.02831 (2023) - [i17]Luxuan Wang, Lei Bai, Ziyue Li, Rui Zhao, Fugee Tsung:
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping. CoRR abs/2306.06994 (2023) - [i16]Junpeng Lin, Ziyue Li, Zhishuai Li, Lei Bai, Rui Zhao, Chen Zhang:
Dynamic Causal Graph Convolutional Network for Traffic Prediction. CoRR abs/2306.07019 (2023) - [i15]Yirong Chen, Ziyue Li, Wanli Ouyang, Michael D. Lepech:
Adaptive Hierarchical SpatioTemporal Network for Traffic Forecasting. CoRR abs/2306.09386 (2023) - [i14]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 abs/2306.13794 (2023) - [i13]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 abs/2308.00588 (2023) - [i12]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 abs/2310.18752 (2023) - [i11]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 abs/2310.20224 (2023) - [i10]Qianxiong Xu, Cheng Long, Ziyue Li, Sijie Ruan, Rui Zhao, Zhishuai Li:
KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy. CoRR abs/2311.02565 (2023) - [i9]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 abs/2311.02631 (2023) - [i8]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 abs/2311.11315 (2023) - [i7]Bin Zhang, Hangyu Mao, Jingqing Ruan, Ying Wen, Yang Li, Shao Zhang, Zhiwei Xu, Dapeng Li, Ziyue Li, Rui Zhao, Lijuan Li, Guoliang Fan:
Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach. CoRR abs/2311.13884 (2023) - [i6]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 abs/2312.06428 (2023) - [i5]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 abs/2312.14532 (2023) - [i4]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. CoRR abs/2312.15863 (2023) - 2022
- [j3]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): 1247-1278 (2022) - [j2]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): 121:1-121:28 (2022) - [c3]Zhenyu Mao, Ziyue Li, Dedong Li, Lei Bai, Rui Zhao:
Jointly Contrastive Representation Learning on Road Network and Trajectory. CIKM 2022: 1501-1510 - [i3]Zhenyu Mao, Ziyue Li, Dedong Li, Lei Bai, Rui Zhao:
Jointly Contrastive Representation Learning on Road Network and Trajectory. CoRR abs/2209.06389 (2022) - 2021
- [c2]Ziyue Li:
Tensor Topic Models with Graphs and Applications on Individualized Travel Patterns. ICDE 2021: 2756-2761 - 2020
- [j1]Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung:
Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile. IEEE Robotics Autom. Lett. 5(4): 5010-5017 (2020) - [c1]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: 4804-4810 - [i2]Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung:
Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile. CoRR abs/2004.11022 (2020)
2010 – 2019
- 2019
- [i1]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 abs/1912.05693 (2019)
Coauthor Index
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