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Journal Articles
- 2024
[j12]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): 1733-1743 (2024)- [j11]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): 4290-4299 (2024) - [j10]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): 532-544 (2024) - [j9]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) - [j8]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) - 2023
- [j7]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): 226-238 (2023) - [j6]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): 615-630 (2023) - 2022
- [j5]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): 7842-7852 (2022) - [j4]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): 37-46 (2022) - [j3]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): 1456-1466 (2022) - [j2]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): 13190-13202 (2022) - 2021
- [j1]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): 405-415 (2021)
Conference and Workshop Papers
- 2024
- [c13]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 - [c12]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 - [c11]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 - 2023
- [c10]Junpeng Lin, Ziyue Li, Zhishuai Li, Lei Bai, Rui Zhao, Chen Zhang:
Dynamic Causal Graph Convolutional Network for Traffic Prediction. CASE 2023: 1-8 - [c9]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 - [c8]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 - 2021
- [c7]Zhishuai Li, Gang Xiong, Yu Zhang, Meng Zheng, Xisong Dong, Yisheng Lv:
Urban Trip Generation Forecasting Based on Gradient Boosting Algorithm. DTPI 2021: 50-53 - [c6]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: 160-163 - [c5]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: 1272-1277 - [c4]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: 1616-1620 - 2019
- [c3]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: 2786-2792 - [c2]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: 1929-1933 - 2018
- [c1]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: 798-802
Informal and Other Publications
- 2024
- [i14]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) - [i13]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) - [i12]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) - [i11]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) - [i10]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) - [i9]Gang Su, Sun Yang, Zhishuai Li:
Transformer-based Drum-level Prediction in a Boiler Plant with Delayed Relations among Multivariates. CoRR abs/2407.11180 (2024) - [i8]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) - 2023
- [i7]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) - [i6]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) - [i5]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) - [i4]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) - [i3]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) - [i2]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) - [i1]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)
Coauthor Index
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