Zhishuai Li

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 38

Top Topics

Referential Integrity

Negative Matrix Factorization

Top Venues

IEEE Trans. Intell. Transp. Syst.

IEEE Trans. Comput. Soc. Syst.

Publications

Zhishuai Li, Gang Xiong, Yisheng Lv, Peijun Ye, Xiaoli Liu, Sasu Tarkoma, Fei-Yue Wang
An Urban Trajectory Data-Driven Approach for COVID-19 Simulation. IEEE Trans. Comput. Soc. Syst. 11 (3) (2024)
Wenbo Du, Shenwen Chen, Zhishuai Li, Xianbin Cao, Yisheng Lv
A Spatial-Temporal Approach for Multi-Airport Traffic Flow Prediction Through Causality Graphs. IEEE Trans. Intell. Transp. Syst. 25 (1) (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)
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)
Gang Su, Sun Yang, Zhishuai Li
Transformer-based Drum-level Prediction in a Boiler Plant with Delayed Relations among Multivariates. CoRR (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)
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)
Gang Xiong, Zhishuai Li, Meihua Zhao, Yu Zhang, Qinghai Miao, Yisheng Lv, Fei-Yue Wang
TrajSGAN: A Semantic-Guiding Adversarial Network for Urban Trajectory Generation. IEEE Trans. Comput. Soc. Syst. 11 (2) (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)
Chenxi Liu, Sun Yang, Qianxiong Xu, Zhishuai Li, Cheng Long, Ziyue Li, Rui Zhao
Spatial-Temporal Large Language Model for Traffic Prediction. 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)
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 (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. CoRR (2023)
Junpeng Lin, Ziyue Li, Zhishuai Li, Lei Bai, Rui Zhao, Chen Zhang
Dynamic Causal Graph Convolutional Network for Traffic Prediction. 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)
Zebing Wei, Hongxia Zhao, Zhishuai Li, Xiaojie Bu, Yuanyuan Chen, Xiqiao Zhang, Yisheng Lv, Fei-Yue Wang
STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction. IEEE CAA J. Autom. Sinica 10 (1) (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)
Qianxiong Xu, Cheng Long, Ziyue Li, Sijie Ruan, Rui Zhao, Zhishuai Li
KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy. CoRR (2023)
Wenbo Du, Shenwen Chen, Haitao Li, Zhishuai Li, Xianbin Cao, Yisheng Lv
Airport Capacity Prediction With Multisource Features: A Temporal Deep Learning Approach. IEEE Trans. Intell. Transp. Syst. 24 (1) (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)
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)
Zhishuai Li, Gang Xiong, Zebing Wei, Yisheng Lv, Noreen Anwar, Fei-Yue Wang
A Semisupervised End-to-End Framework for Transportation Mode Detection by Using GPS-Enabled Sensing Devices. IEEE Internet Things J. 9 (10) (2022)
Zhishuai Li, Gang Xiong, Yonglin Tian, Yisheng Lv, Yuanyuan Chen, Pan Hui, Xiang Su
A Multi-Stream Feature Fusion Approach for Traffic Prediction. IEEE Trans. Intell. Transp. Syst. 23 (2) (2022)
Zhishuai Li, Gang Xiong, Zebing Wei, Yu Zhang, Meng Zheng, Xiaoli Liu, Sasu Tarkoma, Min Huang, Yisheng Lv, Chuheng Wu
Trip Purposes Mining From Mobile Signaling Data. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Xueliang Zhao, Zhishuai Li, Yu Zhang, Yisheng Lv
Discover Trip Purposes From Cellular Network Data With Topic Modeling. IEEE Intell. Transp. Syst. Mag. 14 (4) (2022)
Zhishuai Li, Gang Xiong, Yu Zhang, Meng Zheng, Xisong Dong, Yisheng Lv
Urban Trip Generation Forecasting Based on Gradient Boosting Algorithm. DTPI (2021)
Noreen Anwar, Zhen Shen, Qinglai Wei, Gang Xiong, Peijun Ye, Zhishuai Li, Yisheng Lv, Hongxia Zhao
YOLOv4 Based Deep Learning Algorithm for Defects Detection and Classification of Rail Surfaces. ITSC (2021)
Wen Zhang, Zhishuai Li, Wenzheng Guo, Weitai Yang, Feng Huang
A Fast Linear Neighborhood Similarity-Based Network Link Inference Method to Predict MicroRNA-Disease Associations. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (2) (2021)
Zebing Wei, Zhishuai Li, Chunxiang Wang, Yuanyuan Chen, Qinghai Miao, Yisheng Lv, Fei-Yue Wang
Recurrent Attention Unit: A Simple and Effective Method for Traffic Prediction. ITSC (2021)
Xiaojie Bu, Zebing Wei, Zhishuai Li, Xiao Wang, Yuanyuan Chen, Yunquan Song, Yisheng Lv
Temporal-Difference Spatial Sampling and Aggregating Graph Neural Network for Crowd Flow Forecasting. DTPI (2021)
Zhishuai Li, Gang Xiong, Yuanyuan Chen, Yisheng Lv, Bin Hu, Fenghua Zhu, Fei-Yue Wang
A Hybrid Deep Learning Approach with GCN and LSTM for Traffic Flow Prediction. ITSC (2019)
Zhishuai Li, Gang Xiong, Xipeng Zhang, Zhen Shen, Can Luo, Xiuqin Shang, Xisong Dong, Gui-Bin Bian, Xiao Wang, Fei-Yue Wang
A GPU Based Parallel Genetic Algorithm for the Orientation Optimization Problem in 3D Printing. ICRA (2019)
Wen Zhang, Feng Huang, Xiang Yue, Xiaoting Lu, Weitai Yang, Zhishuai Li, Feng Liu
Prediction of Drug-Disease Associations and Their Effects by Signed Network-Based Nonnegative Matrix Factorization. BIBM (2018)