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Ziyue Li
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 25
Top Topics
Passenger Flow
Mixture Model
Dirichlet Process
Top Venues
CoRR
CASE
IEEE Robotics Autom. Lett.
GeoAI@SIGSPATIAL
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Publications
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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)
Chenxi Liu
,
Sun Yang
,
Qianxiong Xu
,
Zhishuai Li
,
Cheng Long
,
Ziyue Li
,
Rui Zhao
Spatial-Temporal Large Language Model for Traffic Prediction.
CoRR
(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)