Associate Professor

丁烨,博士、副教授、硕士生导师

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

软件工程研究所所长、空间量值研究所副所长

School of Cyberspace Security
Dongguan University of Technology

网络空间安全学院,东莞理工学院

dingye@dgut.edu.cn
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

(CCF B) 结合三元组重要性的知识图谱补全模型 
计算机科学,第 47 卷,第 11 期,231-236 页,2020
李忠文,丁烨,花忠云,李君一,廖清

(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 
一种出租车欺诈计费检测方法、系统、终端设备及存储介质
CN202010806120.6
丁烨,张文毅,廖清

(Submitted) Weather-traffic Relationship Analytics System 
一种天气交通相关性分析系统
CN202010805696.0
丁烨,刘资媛,廖清

(Submitted) An Interactive Map-matching Method and System 
一种交互式地图匹配方法及系统
CN202010805405.8
丁烨,王杰,廖清

(Submitted) Image Processing Method and System, Readable Storage Medium and Intelligent Equipment
图像处理方法、系统、可读存储介质及智能设备
CN201910701385.7
廖清,丁烨

(Granted) False News Detection Method and System Based on Multi-task Learning Model
一种基于多任务学习模型的假新闻检测方法及系统
CN201910354263.5
廖清,韩浩,丁烨,漆舒汉,蒋琳,王轩 

(Granted) A Location-based Mobile Data Storage System
一种基于位置的移动数据存储系统
CN201811654923.3
廖清,丁烨,漆舒汉,蒋琳,王轩 

(Submitted) Gene Expression Data Classifier
一种基因表达数据分类器
CN201811654735.0
廖清,丁烨,漆舒汉,蒋琳,王轩 

(Submitted) A Proof-of-work Method for Blockchain Using Random Magic Squares
一种基于随机幻方构造的区块链工作量证明方法
CN201810911301.8
谢瑾,丁烨,谢涛

(Submitted) Lottery User Product Participation Prediction Method, System and Device, and Storage Medium
彩票用户产品参与度预测方法、系统及设备、存储介质
CN201810841269.0
谭浩宇,郭贤均,丁烨

(Granted) Vehicle Advance Expenditure Prediction Method and System
车辆行进开销的预测方法及系统
CN201410453712.9
丁烨,高民,谭浩宇,倪明选

(Granted) Track Compression and Decompression Method
一种轨迹压缩及解压缩方法
CN201410455230.7
谭浩宇,高民,丁烨,倪明选

(Granted) Road Section Type Presumption Method
一种路段类型推测方法
CN201410542082.2
丁烨,谭浩宇,高民,倪明选

Well-net OCR 
Demo
An OCR module for Japanese invoice recognition.

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
Preview
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-)