Associate Professor


Director of Software Engineering Research Institute
Deputy Director of Spatial Magnitude Research Institute


School of Cyberspace Security
Dongguan University of Technology

Room 9A-329, Songshan Lake Campus
Songshan Lake District, Dongguan, Guangdong

Spatial-temporal Database
Spatial-temporal Data Mining
Big Data / Large-scale Data Analytics
Adversarial Machine Learning
Blockchain / Fintech

(SCI, JCR-1, IF 9.936) FraudTrip: Taxi Fraudulent Trip Detection from Corresponding Trajectories 
IEEE Internet of Things Journal, Volume PP, Pages PP-PP, 2020
Ye Ding, Wenyi Zhang, Xibo Zhou, Qing Liao, Qiong Luo, Lionel M. Ni

(CCF C, SCI, JCR-1, IF 4.438) iMatching: An Interactive Map-matching System 
Neurocomputing, Volume PP, Pages PP-PP, 2020
Ye Ding, Xibo Zhou, Qing Liao, Haoyu Tan, Qiong Luo, Lionel M. Ni

(EI) GPU-BTM: A Topic Model for Short Text using Auxiliary Information
IEEE International Conference on Data Science in Cyberspace (DSC), 2020
Yibing Guo, Yutao Huang, Ye Ding, Shuhan Qi, Xuan Wang, Qing Liao

(CCF B, SCI, JCR-1, IF 2.892) DP-FL: A Novel Differentially Private Federated Learning Framework for the Unbalanced Data
World Wide Web: Internet and Web Information Systems (WWW), Volume 23, Pages 2529–2545, 2020
Xixi Huang, Ye Ding, Zoe L. Jiang, Shuhan Qi, Xuan Wang, Qing Liao

(CCF C, EI) Multi-Depth Graph Convolutional Networks for Fake News Detection
CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC), 2019
Guoyong Hu, Ye Ding, Shuhan Qi, Xuan Wang, Qing Liao

(EI) Learning Contextual Features with Multi-head Self-attention for Fake News Detection
International Conference on Cognitive Computing (ICCC), 2019
Yangqian Wang, Hao Han, Ye Ding, Xuan Wang, Qing Liao

(CCF C, SCI, JCR-1, IF 4.072) Multi-task Deep Convolutional Neural Network for Cancer Diagnosis
Neurocomputing, Volume 348, Pages 66-73, 2019
Qing Liao, Ye Ding, Lin Jiang, Xuan Wang, Chunkai Zhang, Qian Zhang

(CCF C, SCI, JCR-3, IF 1.396) Diverse Mobile System for Location-based Mobile Data
Wireless Communications & Mobile Computing, Volume 2018, Article ID 4217432, 2018
Qing Liao, Haoyu Tan, Wuman Luo, Ye Ding 

(EI) Cancer Classification with Multi-Task Deep Learning
IEEE International Conference on Security, Pattern Analysis, and Cybernetics (SPAC), 2017
Qing Liao, Lin Jiang, Xuan Wang, Chunkai Zhang, Ye Ding

(CCF C, EI) Detecting Unmetered Taxi Rides from Trajectory Data
IEEE International Conference on Big Data (BigData), 2017
Xibo Zhou, Ye Ding, Fengchao Peng, Qiong Luo, Lionel M. Ni

(CCF B, EI) HIMM: An HMM-Based Interactive Map-Matching System
International Conference on Database Systems for Advanced Applications (DASFAA), 2017
Xibo Zhou, Ye Ding, Haoyu Tan, Qiong Luo, Lionel M. Ni

(CCF C, EI) Detecting and Analyzing Urban Regions with High Impact of Weather Change on Transport
IEEE Transactions on Big Data (TBD), Volume 3, Number 2, Pages 126-139, 2016
Ye Ding, Yanhua Li, Ke Deng, Haoyu Tan, Mingxuan Yuan, Lionel M. Ni

(CCF C, EI) Clockwise Compression for Trajectory Data under Road Network Constraints
IEEE International Conference on Big Data (BigData), 2016
Yudian Ji, Yuda Zang, Wuman Luo, Xibo Zhou, Ye Ding, Lionel M. Ni

(CCF C, EI) A Comparison of Road-Network-Constrained Trajectory Compression Methods
IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2016
Yudian Ji, Hao Liu, Xiaoying Liu, Ye Ding, Wuman Luo

(CCF B, EI) Dissecting Regional Weather-Traffic Sensitivity throughout a City
IEEE International Conference on Data Mining (ICDM), 2015
Ye Ding, Yanhua Li, Ke Deng, Haoyu Tan, Mingxuan Yuan, Lionel M. Ni

(CCF A, EI) Growing the Charging Station Network for Electrical Vehicles with Trajectory Data Analytics
IEEE International Conference on Data Engineering (ICDE), 2015
Yanhua Li, Jun Luo, Chi-Yin Chow, Kam-Lam Chan, Ye Ding, Fan Zhang

(CCF B, EI) Exploring the Use of Diverse Replicas for Big Location Tracking Data
International Conference on Distributed Computing Systems (ICDCS), 2014
Ye Ding, Haoyu Tan, Wuman Luo, Lionel M. Ni

(CCF B, EI) Inferring Road Type in Crowdsourced Map Services
International Conference on Database Systems for Advanced Applications (DASFAA), 2014
Ye Ding, Jiangchuan Zheng, Haoyu Tan, Wuman Luo, Lionel M. Ni

(CCF C, EI) HUNTS: A Trajectory Recommendation System for Effective and Efficient Hunting of Taxi Passengers
IEEE International Conference on Mobile Data Management (MDM), 2013
Ye Ding, Siyuan Liu, Jiansu Pu, Lionel M. Ni

(CCF C, EI) T-Watcher: A New Visual Analytic System for Effective Traffic Surveillance
IEEE International Conference on Mobile Data Management (MDM), 2013
Jiansu Pu, Siyuan Liu, Ye Ding, Huamin Qu, Lionel M. Ni

(Submitted) A Taxi Fraud Detection System and Device

(Submitted) Weather-traffic Relationship Analytics System

(Submitted) An Interactive Map-matching Method and System

(Submitted) Image Processing Method and System, Readable Storage Medium and Intelligent Equipment

(Submitted) False News Detection Method and System Based on Multi-task Learning Model

(Submitted) A Location-based Mobile Data Storage System

(Submitted) Gene Expression Data Classifier

(Submitted) A Proof-of-work Method for Blockchain Using Random Magic Squares

(Submitted) Lottery User Product Participation Prediction Method, System and Device, and Storage Medium

(Granted) Vehicle Advance Expenditure Prediction Method and System

(Granted) Track Compression and Decompression Method

(Granted) Road Section Type Presumption Method

软著登字第 4881878 号:量化博士对冲交易移动用户查询系统
软著登字第 4881849 号:基于版权保护的视频商城软件
软著登字第 4840306 号:TokenETF MDS 量化数据平台(TokenETF MDS)
软著登字第 4840268 号:基于人工智能的视频版权保护系统
软著登字第 4840266 号:基于版权保护的视频分销系统
软著登字第 4634578 号:币管家个人数字货币资产管理系统(币管家)
软著登字第 1840236 号:CloudDataPlatform Hadoop 分布式系统(CDP)
软著登字第 1836753 号:用于读取 Ustore 的 PostgreSQL 外部数据访问系统
软著登字第 1541191 号:彩票用户产品参与度预测系统
软著登字第 1536356 号:彩票用户活跃度预测系统
软著登字第 1535698 号:DMP 大数据分析管理系统(DMP)
软著登字第 1535677 号:彩票用户流失预测系统
软著登字第 1285530 号:Avatar 交通数据分析系统(Avatar)

Shining Code: New Concept of Coding
Preview / Demo
A new concept of online coding courses developed by ForChange.

Deepfox: Big Data & AI Platform
Preview 1 / Preview 2 / Demo 1 / Demo 2 / Manual
An AI-enhanced big data management platform.

Dr. Quant: Algorithm Trading Platform
Demo / Manual
An AI-based quantitative research platform, where analysts could train bots instead of manually write algorithms.

Avatar: Analytics of Vast Amount of Trajectories and Roads
Preview / Code 1 / Code 2
A trajectory management system for map-matching, spatial-temporal analytics, etc.

Nut: Heterogeneous Computing Platform
Preview / Demo / Code
A heterogeneous computing platform with mixed CPU / GPU / MIC compiling and processing.

TokenPay: Cryptocurrency Payment System
Preview / Demo / Manual
An online payment system which takes cryptocurrencies from clients and transfers fiat currencies to merchants.

MDS: Integrated Meta Data Service for Cryptocurrencies
Demo 1 / Demo 2
Integrated real-time ticking service across crytocurrency exchanges for hedging and algorithm trading.

AllGames: One-step Tokenization and Distribution Platform for All Games
Preview / Manual 1 / Manual 2
A blockchain-based platform for game asset tokenization and trading.

Slock: Locksmith Management System
A locksmith management system designed for local police and locksmith companies.

Reactor: Remote Scripts Manager
Preview / Demo / Code
A file management system which executes shell scripts.

Deepella: HR Leave Management System
Preview / Code
A special leave management system for small companies.

Deepfile: Node.js File Host
Preview / Demo / Code
A simple file server for uploading and downloading files.

SmartCube: Smart CRM Platform
Preview / Demo
An AI-based CRM platform providing client analytics and promotion recommendations.

uTrip: Smart Travel Planner & Location-based Social Platform
Demo 1 / Demo 2 / Demo 3 / Demo 4 / Demo 5
A smart travel planner based on machine-learning methods with location-based social services.

Dongguan University of Technology

046240 / 0410168 - 云计算与大数据应用开发
Fall 2020 / Spring 2020

046039 - 云存储应用技术
Fall 2019

048815 - Python 数据分析与应用
Spring 2019

The Hong Kong University of Science and Technology

COMP1022P - Introduction to Computing with Java
Spring 2013 / Fall 2012

COMP4021 - Internet Computing
Spring 2012

COMP3511 - Operating Systems
Fall 2011

何智杨,Zhiyang He (Master, 2020-)
宛齐,Qi Wan (Master, 2020-)
刘资媛,Ziyuan Liu (Master, 2020-)
王杰,Jie Wang (Master, 2019-)
张文毅,Wenyi Zhang (Master, 2019-)
陈既谋(杨振宁班),Jimou Chen (Bachelor, 2018-)