Ziyue Li - RankMe

101 papers A* 14A 5B 2Journal 63Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	MedSpaformer: A Transferable Transformer with Multi-Granularity Token Sparsification for Medical Time Series Classification. AAAI Jiexia Ye, Weiqi Zhang, Ziyue Li, Jia Li, Fugee Tsung
2025	J	`jnl`	A Survey on Multi-agent Reinforcement Learning for Adaptive Transportation Solutions. SN Comput. Sci. Jintao Liang, Xinqi Du, Yilin Liu, Ziyue Li, Haoyuan Jiang, Zhishuai Li, Cheng Long, Hua Wei, Wolfgang Ketter
2025	—	`conf`	Data-Driven Optimization of EV Charging Station Placement Using Causal Discovery. CASE Julius Stephan Junker, Rong Hu, Ziyue Li, Wolfgang Ketter
2025	J	`jnl`	Data-Driven Optimization of EV Charging Station Placement Using Causal Discovery. CoRR Julius Stephan Junker, Rong Hu, Ziyue Li, Wolfgang Ketter
2025	—	`conf`	Deep Learning to Identify the Spatio-Temporal Cascading Effects of Train Delays in a High-Density Network. GeoAI@SIGSPATIAL Vu Duc Anh Nguyen, Ziyue Li
2025	J	`jnl`	Deep Learning to Identify the Spatio-Temporal Cascading Effects of Train Delays in a High-Density Network. CoRR Vu Duc Anh Nguyen, Ziyue Li
2025	A*	`conf`	Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Knowledge Distillation. ICDE Chenxi Liu, Hao Miao, Qianxiong Xu, Shaowen Zhou, Cheng Long, Yan Zhao, Ziyue Li, Rui Zhao
2025	J	`jnl`	Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Knowledge Distillation. CoRR Chenxi Liu, Hao Miao, Qianxiong Xu, Shaowen Zhou, Cheng Long, Yan Zhao, Ziyue Li, Rui Zhao
2025	A*	`conf`	FELight: Fairness-Aware Traffic Signal Control via Sample-Efficient Reinforcement Learning (Extended Abstract). ICDE Xinqi Du, Ziyue Li, Cheng Long, Yongheng Xing, Philip S. Yu, Hechang Chen
2025	J	`jnl`	Fishing for Answers: Exploring One-shot vs. Iterative Retrieval Strategies for Retrieval Augmented Generation. CoRR Huifeng Lin, Gang Su, Jintao Liang, You Wu, Rui Zhao, Ziyue Li
2025	J	`jnl`	GTR-Bench: Evaluating Geo-Temporal Reasoning in Vision-Language Models. CoRR Qinghongbing Xie, Zhaoyuan Xia, Feng Zhu, Lijun Gong, Ziyue Li, Rui Zhao, Long Zeng
2025	A*	`conf`	KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy. AAAI Qianxiong Xu, Cheng Long, Ziyue Li, Sijie Ruan, Rui Zhao, Zhishuai Li
2025	B	`conf`	LLMs Meet Cross-Modal Time Series Analytics: Overview and Directions. SSTD Chenxi Liu, Hao Miao, Cheng Long, Yan Zhao, Ziyue Li, Panos Kalnis
2025	J	`jnl`	LLMs Meet Cross-Modal Time Series Analytics: Overview and Directions. CoRR Chenxi Liu, Hao Miao, Cheng Long, Yan Zhao, Ziyue Li, Panos Kalnis
2025	—	`conf`	LSAST: Enhancing Cybersecurity Through LLM-Supported Static Application Security Testing. SEC (1) Mete Keltek, Rong Hu, Mohammadreza Fani Sani, Ziyue Li
2025	—	`conf`	MCCoder: Streamlining Motion Control with LLM-Assisted Code Generation and Rigorous Verification. CASE Yin Li, Liangwei Wang, Shiyuan Piao, Boo-Ho Yang, Ziyue Li, Wei Zeng, Fugee Tsung
2025	A*	`conf`	MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning. IJCAI Jiexia Ye, Weiqi Zhang, Ziyue Li, Jia Li, Meng Zhao, Fugee Tsung
2025	J	`jnl`	Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting. IEEE Trans. Intell. Transp. Syst. Pengxin Guo, Pengrong Jin, Ziyue Li, Lei Bai, Yu Zhang
2025	—	`conf`	PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-Consistency. DASFAA (2) Zhishuai Li, Xiang Wang, Jingjing Zhao, Sun Yang, Guoqing Du, Xiaoru Hu, Bin Zhang, Yuxiao Ye, Ziyue Li, Hangyu Mao, Rui Zhao
2025	J	`jnl`	Prototypical clustered federated learning for heart rate prediction. Frontiers Inf. Technol. Electron. Eng. Yongjie Yin, Hui Ruan, Yang Chen, Jiong Chen, Ziyue Li, Xiang Su, Yipeng Zhou, Qingyuan Gong
2025	J	`jnl`	Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges. CoRR Jintao Liang, Gang Su, Huifeng Lin, You Wu, Rui Zhao, Ziyue Li
2025	J	`jnl`	SAMITE: Position Prompted SAM2 with Calibrated Memory for Visual Object Tracking. CoRR Qianxiong Xu, Lanyun Zhu, Chenxi Liu, Guosheng Lin, Cheng Long, Ziyue Li, Rui Zhao
2025	J	`jnl`	ST-LLM+: Graph Enhanced Spatio-Temporal Large Language Models for Traffic Prediction. IEEE Trans. Knowl. Data Eng. Chenxi Liu, Kethmi Hirushini Hettige, Qianxiong Xu, Cheng Long, Shili Xiang, Gao Cong, Ziyue Li, Rui Zhao
2025	J	`jnl`	Sparseformer: a Transferable Transformer with Multi-granularity Token Sparsification for Medical Time Series Classification. CoRR Jiexia Ye, Weiqi Zhang, Ziyue Li, Jia Li, Fugee Tsung
2025	A*	`conf`	TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment. AAAI Chenxi Liu, Qianxiong Xu, Hao Miao, Sun Yang, Lingzheng Zhang, Cheng Long, Ziyue Li, Rui Zhao
2025	A*	`conf`	Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era. IJCAI Chenxi Liu, Shaowen Zhou, Qianxiong Xu, Hao Miao, Cheng Long, Ziyue Li, Rui Zhao
2025	J	`jnl`	Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era. CoRR Chenxi Liu, Shaowen Zhou, Qianxiong Xu, Hao Miao, Cheng Long, Ziyue Li, Rui Zhao
2025	A*	`conf`	Unlocking the Power of SAM 2 for Few-Shot Segmentation. ICML Qianxiong Xu, Lanyun Zhu, Xuanyi Liu, Guosheng Lin, Cheng Long, Ziyue Li, Rui Zhao
2025	J	`jnl`	Unlocking the Power of SAM 2 for Few-Shot Segmentation. CoRR Qianxiong Xu, Lanyun Zhu, Xuanyi Liu, Guosheng Lin, Cheng Long, Ziyue Li, Rui Zhao
2025	J	`jnl`	VisionTraj: A Noise-Robust Trajectory Recovery Framework Based on Large-Scale Camera Network. IEEE Trans. Intell. Transp. Syst. Zhishuai Li, Ziyue Li, Xiaoru Hu, Guoqing Du, Yunhao Nie, Feng Zhu, Lei Bai, Rui Zhao, Yisheng Lv
2024	J	`jnl`	A General Scenario-Agnostic Reinforcement Learning for Traffic Signal Control. IEEE Trans. Intell. Transp. Syst. Haoyuan Jiang, Ziyue Li, Zhishuai Li, Lei Bai, Hangyu Mao, Wolfgang Ketter, Rui Zhao
2024	J	`jnl`	A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model. CoRR Jiexia Ye, Weiqi Zhang, Ke Yi, Yongzi Yu, Ziyue Li, Jia Li, Fugee Tsung
2024	J	`jnl`	Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation. CoRR Bin Zhang, Yuxiao Ye, Guoqing Du, Xiaoru Hu, Zhishuai Li, Sun Yang, Chi Harold Liu, Rui Zhao, Ziyue Li, Hangyu Mao
2024	A*	`conf`	CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control. KDD Jingqing Ruan, Ziyue Li, Hua Wei, Haoyuan Jiang, Jiaming Lu, Xuantang Xiong, Hangyu Mao, Rui Zhao
2024	J	`jnl`	CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control. CoRR Jingqing Ruan, Ziyue Li, Hua Wei, Haoyuan Jiang, Jiaming Lu, Xuantang Xiong, Hangyu Mao, Rui Zhao
2024	J	`jnl`	DTPPO: Dual-Transformer Encoder-based Proximal Policy Optimization for Multi-UAV Navigation in Unseen Complex Environments. CoRR Anning Wei, Jintao Liang, Kaiyuan Lin, Ziyue Li, Rui Zhao
2024	J	`jnl`	Deep Causal Learning to Explain and Quantify The Geo-Tension's Impact on Natural Gas Market. CoRR Philipp K. Peter, Yulin Li, Ziyue Li, Wolfgang Ketter
2024	—	`conf`	Deep Causal Learning to Explain and Quantify the Geo-Tension's Impact on Natural Gas Demand. ISGT EUROPE Philipp K. Peter, Yulin Li, Ziyue Li, Wolfgang Ketter
2024	A	`conf`	DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge. AAMAS Jiaming Lu, Jingqing Ruan, Haoyuan Jiang, Ziyue Li, Hangyu Mao, Rui Zhao
2024	J	`jnl`	DualTime: A Dual-Adapter Multimodal Language Model for Time Series Representation. CoRR Weiqi Zhang, Jiexia Ye, Ziyue Li, Jia Li, Fugee Tsung
2024	—	`conf`	Eliminating Feature Ambiguity for Few-Shot Segmentation. ECCV (3) Qianxiong Xu, Guosheng Lin, Chen Change Loy, Cheng Long, Ziyue Li, Rui Zhao
2024	J	`jnl`	Eliminating Feature Ambiguity for Few-Shot Segmentation. CoRR Qianxiong Xu, Guosheng Lin, Chen Change Loy, Cheng Long, Ziyue Li, Rui Zhao
2024	J	`jnl`	Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast. CoRR Man Li, Ziyue Li, Lijun Sun, Fugee Tsung
2024	J	`jnl`	FELight: Fairness-Aware Traffic Signal Control via Sample-Efficient Reinforcement Learning. IEEE Trans. Knowl. Data Eng. Xinqi Du, Ziyue Li, Cheng Long, Yongheng Xing, Philip S. Yu, Hechang Chen
2024	—	`conf`	GESA: A GEneral Scenario-Agnostic Reinforcement Learning for Traffic Signal Control. STRL@IJCAI Haoyuan Jiang, Ziyue Li, Zhishuai Li, Lei Bai, Hangyu Mao, Wolfgang Ketter, Rui Zhao
2024	J	`jnl`	GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control Agents. CoRR Haoyuan Jiang, Xuantang Xiong, Ziyue Li, Hangyu Mao, Guanghu Sui, Jingqing Ruan, Yuheng Cheng, Hua Wei, Wolfgang Ketter, Rui Zhao
2024	A*	`conf`	Hybrid Mamba for Few-Shot Segmentation. NeurIPS Qianxiong Xu, Xuanyi Liu, Lanyun Zhu, Guosheng Lin, Cheng Long, Ziyue Li, Rui Zhao
2024	J	`jnl`	Hybrid Mamba for Few-Shot Segmentation. CoRR Qianxiong Xu, Xuanyi Liu, Lanyun Zhu, Guosheng Lin, Cheng Long, Ziyue Li, Rui Zhao
2024	J	`jnl`	LSAST - Enhancing Cybersecurity through LLM-supported Static Application Security Testing. CoRR Mete Keltek, Ziyue Li
2024	J	`jnl`	LeMoLE: LLM-Enhanced Mixture of Linear Experts for Time Series Forecasting. CoRR Lingzheng Zhang, Lifeng Shen, Yimin Zheng, Shiyuan Piao, Ziyue Li, Fugee Tsung
2024	J	`jnl`	Low-Rank Robust Subspace Tensor Clustering for Metro Passenger Flow Modeling. CoRR Jiuyun Hu, Ziyue Li, Chen Zhang, Fugee Tsung, Hao Yan
2024	J	`jnl`	MCCoder: Streamlining Motion Control with LLM-Assisted Code Generation and Rigorous Verification. CoRR Yin Li, Liangwei Wang, Shiyuan Piao, Boo-Ho Yang, Ziyue Li, Wei Zeng, Fugee Tsung
2024	A	`conf`	Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning. AISTATS Zhishuai Li, Yunhao Nie, Ziyue Li, Lei Bai, Yisheng Lv, Rui Zhao
2024	J	`jnl`	Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning. CoRR Zhishuai Li, Yunhao Nie, Ziyue Li, Lei Bai, Yisheng Lv, Rui Zhao
2024	J	`jnl`	Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting. CoRR Pengxin Guo, Pengrong Jin, Ziyue Li, Lei Bai, Yu Zhang
2024	A	`conf`	PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning. AAMAS Hangyu Mao, Rui Zhao, Ziyue Li, Zhiwei Xu, Hao Chen, Yiqun Chen, Bin Zhang, Zhen Xiao, Junge Zhang, Jiangjin Yin
2024	J	`jnl`	PET-SQL: A Prompt-enhanced Two-stage Text-to-SQL Framework with Cross-consistency. CoRR Zhishuai Li, Xiang Wang, Jingjing Zhao, Sun Yang, Guoqing Du, Xiaoru Hu, Bin Zhang, Yuxiao Ye, Ziyue Li, Rui Zhao, Hangyu Mao
2024	J	`jnl`	Relation-Aware Distribution Representation Network for Person Clustering With Multiple Modalities. IEEE Trans. Multim. Kaijian Liu, Shixiang Tang, Ziyue Li, Zhishuai Li, Lei Bai, Feng Zhu, Rui Zhao
2024	—	`conf`	SQL-to-Schema Enhances Schema Linking in Text-to-SQL. DEXA (1) Sun Yang, Qiong Su, Zhishuai Li, Ziyue Li, Hangyu Mao, Chenxi Liu, Rui Zhao
2024	J	`jnl`	SQL-to-Schema Enhances Schema Linking in Text-to-SQL. CoRR Sun Yang, Qiong Su, Zhishuai Li, Ziyue Li, Hangyu Mao, Chenxi Liu, Rui Zhao
2024	B	`conf`	Spatial-Temporal Large Language Model for Traffic Prediction. MDM Chenxi Liu, Sun Yang, Qianxiong Xu, Zhishuai Li, Cheng Long, Ziyue Li, Rui Zhao
2024	J	`jnl`	Spatial-Temporal Large Language Model for Traffic Prediction. CoRR Chenxi Liu, Sun Yang, Qianxiong Xu, Zhishuai Li, Cheng Long, Ziyue Li, Rui Zhao
2024	—	`conf`	TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems. EMNLP (Industry Track) Yilun Kong, Jingqing Ruan, Yihong Chen, Bin Zhang, Tianpeng Bao, Shiwei Shi, Du Qing, Xiaoru Hu, Hangyu Mao, Ziyue Li, Xingyu Zeng, Rui Zhao, Xueqian Wang
2024	J	`jnl`	The paradox of the artificial intelligence system development process: the use case of corporate wellness programs using smart wearables. AI Soc. Alessandra Angelucci, Ziyue Li, Niya Stoimenova, Stefano Canali
2024	J	`jnl`	TimeCMA: Towards LLM-Empowered Time Series Forecasting via Cross-Modality Alignment. CoRR Chenxi Liu, Qianxiong Xu, Hao Miao, Sun Yang, Lingzheng Zhang, Cheng Long, Ziyue Li, Rui Zhao
2024	—	`conf`	Transformer-based Drum-level Prediction in a Boiler Plant with Delayed Relations among Multivariates. ISGT EUROPE Gang Su, Sun Yang, Zhishuai Li, Ziyue Li
2024	A*	`conf`	X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner. IJCAI Haoyuan Jiang, Ziyue Li, Hua Wei, Xuantang Xiong, Jingqing Ruan, Jiaming Lu, Hangyu Mao, Rui Zhao
2024	J	`jnl`	X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner. CoRR Haoyuan Jiang, Ziyue Li, Hua Wei, Xuantang Xiong, Jingqing Ruan, Jiaming Lu, Hangyu Mao, Rui Zhao
2024	J	`jnl`	XTraffic: A Dataset Where Traffic Meets Incidents with Explainability and More. CoRR Xiaochuan Gou, Ziyue Li, Tian Lan, Junpeng Lin, Zhishuai Li, Bingyu Zhao, Chen Zhang, Di Wang, Xiangliang Zhang
2023	—	`conf`	A Critical Perceptual Pre-trained Model for Complex Trajectory Recovery. GeoSearch@SIGSPATIAL Dedong Li, Ziyue Li, Zhishuai Li, Lei Bai, Qingyuan Gong, Lijun Sun, Wolfgang Ketter, Rui Zhao
2023	J	`jnl`	A Critical Perceptual Pre-trained Model for Complex Trajectory Recovery. CoRR Dedong Li, Ziyue Li, Zhishuai Li, Lei Bai, Qingyuan Gong, Lijun Sun, Wolfgang Ketter, Rui Zhao
2023	—	`conf`	A Unified Probabilistic Framework for Spatiotemporal Passenger Crowdedness Inference within Urban Rail Transit Network. CASE Min Jiang, Andi Wang, Ziyue Li, Fugee Tsung
2023	—	`conf`	Adaptive Hierarchical SpatioTemporal Network for Traffic Forecasting. CASE Yirong Chen, Ziyue Li, Wanli Ouyang, Michael D. Lepech
2023	J	`jnl`	Adaptive Hierarchical SpatioTemporal Network for Traffic Forecasting. CoRR Yirong Chen, Ziyue Li, Wanli Ouyang, Michael D. Lepech
2023	J	`jnl`	Choose A Table: Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering. CoRR Ziyue Li, Hao Yan, Chen Zhang, Lijun Sun, Wolfgang Ketter, Fugee Tsung
2023	J	`jnl`	Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach. CoRR Bin Zhang, Hangyu Mao, Jingqing Ruan, Ying Wen, Yang Li, Shao Zhang, Zhiwei Xu, Dapeng Li, Ziyue Li, Rui Zhao, Lijuan Li, Guoliang Fan
2023	—	`conf`	Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping. CASE Luxuan Wang, Lei Bai, Ziyue Li, Rui Zhao, Fugee Tsung
2023	J	`jnl`	Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping. CoRR Luxuan Wang, Lei Bai, Ziyue Li, Rui Zhao, Fugee Tsung
2023	J	`jnl`	DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge. CoRR Jiaming Lu, Jingqing Ruan, Haoyuan Jiang, Ziyue Li, Hangyu Mao, Rui Zhao
2023	—	`conf`	Dynamic Causal Graph Convolutional Network for Traffic Prediction. CASE Junpeng Lin, Ziyue Li, Zhishuai Li, Lei Bai, Rui Zhao, Chen Zhang
2023	J	`jnl`	Dynamic Causal Graph Convolutional Network for Traffic Prediction. CoRR Junpeng Lin, Ziyue Li, Zhishuai Li, Lei Bai, Rui Zhao, Chen Zhang
2023	J	`jnl`	KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy. CoRR Qianxiong Xu, Cheng Long, Ziyue Li, Sijie Ruan, Rui Zhao, Zhishuai Li
2023	A*	`conf`	MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis. KDD Tian Lan, Ziyue Li, Zhishuai Li, Lei Bai, Man Li, Fugee Tsung, Wolfgang Ketter, Rui Zhao, Chen Zhang
2023	J	`jnl`	MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis. CoRR Tian Lan, Ziyue Li, Zhishuai Li, Lei Bai, Man Li, Fugee Tsung, Wolfgang Ketter, Rui Zhao, Chen Zhang
2023	J	`jnl`	PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning. CoRR Hangyu Mao, Rui Zhao, Ziyue Li, Zhiwei Xu, Hao Chen, Yiqun Chen, Bin Zhang, Zhen Xiao, Junge Zhang, Jiangjin Yin
2023	A	`conf`	Poster: A Privacy-preserving Heart Rate Prediction System for Drivers in Connected Vehicles. MobiSys Hui Ruan, Qingyuan Gong, Yang Chen, Jiong Chen, Ziyue Li, Xiang Su
2023	J	`jnl`	Reboost Large Language Model-based Text-to-SQL, Text-to-Python, and Text-to-Function - with Real Applications in Traffic Domain. CoRR Guanghu Sui, Zhishuai Li, Ziyue Li, Sun Yang, Jingqing Ruan, Hangyu Mao, Rui Zhao
2023	J	`jnl`	Relation-Aware Distribution Representation Network for Person Clustering with Multiple Modalities. CoRR Kaijian Liu, Shixiang Tang, Ziyue Li, Zhishuai Li, Lei Bai, Feng Zhu, Rui Zhao
2023	J	`jnl`	TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems. CoRR Yilun Kong, Jingqing Ruan, Yihong Chen, Bin Zhang, Tianpeng Bao, Shiwei Shi, Guoqing Du, Xiaoru Hu, Hangyu Mao, Ziyue Li, Xingyu Zeng, Rui Zhao
2023	J	`jnl`	Tensor Dirichlet Process Multinomial Mixture Model for Passenger Trajectory Clustering. CoRR Ziyue Li, Hao Yan, Chen Zhang, Andi Wang, Wolfgang Ketter, Lijun Sun, Fugee Tsung
2023	—	`conf`	Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering. GeoAI@SIGSPATIAL Ziyue Li, Hao Yan, Chen Zhang, Wolfgang Ketter, Fugee Tsung
2023	J	`jnl`	VisionTraj: A Noise-Robust Trajectory Recovery Framework based on Large-scale Camera Network. CoRR Zhishuai Li, Ziyue Li, Xiaoru Hu, Guoqing Du, Yunhao Nie, Feng Zhu, Lei Bai, Rui Zhao
2022	J	`jnl`	Individualized passenger travel pattern multi-clustering based on graph regularized tensor latent dirichlet allocation. Data Min. Knowl. Discov. Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung
2022	A	`conf`	Jointly Contrastive Representation Learning on Road Network and Trajectory. CIKM Zhenyu Mao, Ziyue Li, Dedong Li, Lei Bai, Rui Zhao
2022	J	`jnl`	Jointly Contrastive Representation Learning on Road Network and Trajectory. CoRR Zhenyu Mao, Ziyue Li, Dedong Li, Lei Bai, Rui Zhao
2022	J	`jnl`	Profile Decomposition Based Hybrid Transfer Learning for Cold-Start Data Anomaly Detection. ACM Trans. Knowl. Discov. Data Ziyue Li, Hao Yan, Fugee Tsung, Ke Zhang
2021	A*	`conf`	Tensor Topic Models with Graphs and Applications on Individualized Travel Patterns. ICDE Ziyue Li
2020	J	`jnl`	Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile. CoRR Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung
2020	J	`jnl`	Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile. IEEE Robotics Autom. Lett. Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung
2020	A*	`conf`	Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction. AAAI Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung
2019	J	`jnl`	Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction. CoRR Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung