Prediction of Drug-Disease Associations and Their Effects by Signed Network-Based Nonnegative Matrix Factorization. - Wen Zhang 008; Feng Huang 004; Xiang Yue; Xiaoting Lu; Weitai Yang; Zhishuai Li; Feng Liu (BIBM, 2018)

A GPU Based Parallel Genetic Algorithm for the Orientation Optimization Problem in 3D Printing. - Zhishuai Li; Gang Xiong 001; Xipeng Zhang; Zhen Shen; Can Luo; Xiuqin Shang; Xisong Dong; Gui-Bin Bian; Xiao Wang 002; Fei-Yue Wang 001 (ICRA, 2019)

A Hybrid Deep Learning Approach with GCN and LSTM for Traffic Flow Prediction. - Zhishuai Li; Gang Xiong 001; Yuanyuan Chen; Yisheng Lv; Bin Hu 010; Fenghua Zhu; Fei-Yue Wang 001 (ITSC, 2019)

Temporal-Difference Spatial Sampling and Aggregating Graph Neural Network for Crowd Flow Forecasting. - Xiaojie Bu; Zebing Wei; Zhishuai Li; Xiao Wang 002; Yuanyuan Chen; Yunquan Song; Yisheng Lv (DTPI, 2021)

Urban Trip Generation Forecasting Based on Gradient Boosting Algorithm. - Zhishuai Li; Gang Xiong 001; Yu Zhang; Meng Zheng; Xisong Dong; Yisheng Lv (DTPI, 2021)

YOLOv4 Based Deep Learning Algorithm for Defects Detection and Classification of Rail Surfaces. - Noreen Anwar; Zhen Shen; Qinglai Wei; Gang Xiong 001; Peijun Ye 001; Zhishuai Li; Yisheng Lv; Hongxia Zhao (ITSC, 2021)

Recurrent Attention Unit: A Simple and Effective Method for Traffic Prediction. - Zebing Wei; Zhishuai Li; Chunxiang Wang; Yuanyuan Chen; Qinghai Miao; Yisheng Lv; Fei-Yue Wang 001 (ITSC, 2021)

A Fast Linear Neighborhood Similarity-Based Network Link Inference Method to Predict MicroRNA-Disease Associations. - Wen Zhang 008; Zhishuai Li; Wenzheng Guo; Weitai Yang; Feng Huang 004 (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

A Semisupervised End-to-End Framework for Transportation Mode Detection by Using GPS-Enabled Sensing Devices. - Zhishuai Li; Gang Xiong 001; Zebing Wei; Yisheng Lv; Noreen Anwar; Fei-Yue Wang 001 (IEEE Internet Things J., 2022)

Discover Trip Purposes From Cellular Network Data With Topic Modeling. - Xueliang Zhao; Zhishuai Li; Yu Zhang; Yisheng Lv (IEEE Intell. Transp. Syst. Mag., 2022)

A Multi-Stream Feature Fusion Approach for Traffic Prediction. - Zhishuai Li; Gang Xiong 001; Yonglin Tian; Yisheng Lv; Yuanyuan Chen; Pan Hui 001; Xiang Su (IEEE Trans. Intell. Transp. Syst., 2022)

Trip Purposes Mining From Mobile Signaling Data. - Zhishuai Li; Gang Xiong 001; Zebing Wei; Yu Zhang; Meng Zheng; Xiaoli Liu 005; Sasu Tarkoma; Min Huang 009; Yisheng Lv; Chuheng Wu (IEEE Trans. Intell. Transp. Syst., 2022)

Dynamic Causal Graph Convolutional Network for Traffic Prediction. - Junpeng Lin; Ziyue Li 002; Zhishuai Li; Lei Bai 001; Rui Zhao 001; Chen Zhang 007 (CASE, 2023)

A Critical Perceptual Pre-trained Model for Complex Trajectory Recovery. - Dedong Li; Ziyue Li 002; Zhishuai Li; Lei Bai 001; Qingyuan Gong; Lijun Sun 001; Wolfgang Ketter; Rui Zhao 001 (GeoSearch@SIGSPATIAL, 2023)

MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis. - Tian Lan; Ziyue Li 002; Zhishuai Li; Lei Bai 001; Man Li 003; Fugee Tsung; Wolfgang Ketter; Rui Zhao 001; Chen Zhang 007 (KDD, 2023)

Reboost Large Language Model-based Text-to-SQL, Text-to-Python, and Text-to-Function - with Real Applications in Traffic Domain. - Guanghu Sui; Zhishuai Li; Ziyue Li 002; Sun Yang; Jingqing Ruan; Hangyu Mao; Rui Zhao 001 (CoRR, 2023)

VisionTraj: A Noise-Robust Trajectory Recovery Framework based on Large-scale Camera Network. - Zhishuai Li; Ziyue Li 002; Xiaoru Hu; Guoqing Du; Yunhao Nie; Feng Zhu 006; Lei Bai 001; Rui Zhao 001 (CoRR, 2023)

STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction. - Zebing Wei; Hongxia Zhao; Zhishuai Li; Xiaojie Bu; Yuanyuan Chen; Xiqiao Zhang; Yisheng Lv; Fei-Yue Wang 001 (IEEE CAA J. Autom. Sinica, 2023)

Airport Capacity Prediction With Multisource Features: A Temporal Deep Learning Approach. - Wenbo Du 001; Shenwen Chen; Haitao Li; Zhishuai Li; Xianbin Cao 001; Yisheng Lv (IEEE Trans. Intell. Transp. Syst., 2023)

Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning. - Zhishuai Li; Yunhao Nie; Ziyue Li 002; Lei Bai 001; Yisheng Lv; Rui Zhao 001 (AISTATS, 2024)

SQL-to-Schema Enhances Schema Linking in Text-to-SQL. - Sun Yang; Qiong Su; Zhishuai Li; Ziyue Li 002; Hangyu Mao; Chenxi Liu 003; Rui Zhao 001 (DEXA (1), 2024)

Transformer-based Drum-level Prediction in a Boiler Plant with Delayed Relations among Multivariates. - Gang Su; Sun Yang; Zhishuai Li; Ziyue Li 002 (ISGT EUROPE, 2024)

Spatial-Temporal Large Language Model for Traffic Prediction. - Chenxi Liu 003; Sun Yang; Qianxiong Xu; Zhishuai Li; Cheng Long 001; Ziyue Li 002; Rui Zhao 001 (MDM, 2024)

GESA: A GEneral Scenario-Agnostic Reinforcement Learning for Traffic Signal Control. - Haoyuan Jiang; Ziyue Li 002; Zhishuai Li; Lei Bai 001; Hangyu Mao; Wolfgang Ketter; Rui Zhao 001 (STRL@IJCAI, 2024)

Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation. - Bin Zhang 052; Yuxiao Ye; Guoqing Du; Xiaoru Hu; Zhishuai Li; Sun Yang; Chi Harold Liu; Rui Zhao 001; Ziyue Li 002; Hangyu Mao (CoRR, 2024)

PET-SQL: A Prompt-enhanced Two-stage Text-to-SQL Framework with Cross-consistency. - Zhishuai Li; Xiang Wang 012; Jingjing Zhao; Sun Yang; Guoqing Du; Xiaoru Hu; Bin Zhang 052; Yuxiao Ye; Ziyue Li 002; Rui Zhao 001; Hangyu Mao (CoRR, 2024)

Transformer-based Drum-level Prediction in a Boiler Plant with Delayed Relations among Multivariates. - Gang Su; Sun Yang; Zhishuai Li (CoRR, 2024)

XTraffic: A Dataset Where Traffic Meets Incidents with Explainability and More. - Xiaochuan Gou; Ziyue Li 002; Tian Lan; Junpeng Lin; Zhishuai Li; Bingyu Zhao; Chen Zhang 007; Di Wang 015; Xiangliang Zhang 001 (CoRR, 2024)

Relation-Aware Distribution Representation Network for Person Clustering With Multiple Modalities. - Kaijian Liu; Shixiang Tang; Ziyue Li 002; Zhishuai Li; Lei Bai 001; Feng Zhu 006; Rui Zhao 001 (IEEE Trans. Multim., 2024)

A Spatial-Temporal Approach for Multi-Airport Traffic Flow Prediction Through Causality Graphs. - Wenbo Du 001; Shenwen Chen; Zhishuai Li; Xianbin Cao 001; Yisheng Lv (IEEE Trans. Intell. Transp. Syst., 2024)

TrajSGAN: A Semantic-Guiding Adversarial Network for Urban Trajectory Generation. - Gang Xiong 001; Zhishuai Li; Meihua Zhao; Yu Zhang; Qinghai Miao; Yisheng Lv; Fei-Yue Wang 001 (IEEE Trans. Comput. Soc. Syst., 2024)

An Urban Trajectory Data-Driven Approach for COVID-19 Simulation. - Zhishuai Li; Gang Xiong 001; Yisheng Lv; Peijun Ye 001; Xiaoli Liu 005; Sasu Tarkoma; Fei-Yue Wang 001 (IEEE Trans. Comput. Soc. Syst., 2024)

A General Scenario-Agnostic Reinforcement Learning for Traffic Signal Control. - Haoyuan Jiang; Ziyue Li 002; Zhishuai Li; Lei Bai 001; Hangyu Mao; Wolfgang Ketter; Rui Zhao 001 (IEEE Trans. Intell. Transp. Syst., 2024)

KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy. - Qianxiong Xu; Cheng Long 001; Ziyue Li 002; Sijie Ruan; Rui Zhao 001; Zhishuai Li (AAAI, 2025)

SFIBA: Spatial-based Full-target Invisible Backdoor Attacks. - Yangxu Yin; Honglong Chen; Yudong Gao; Peng Sun 003; Zhishuai Li; Weifeng Liu 001 (CoRR, 2025)