Associate Professor

丁烨,博士、副教授、硕士生导师

School of Software Engineering & Cyperspace Science
Dongguan University of Technology

网络空间安全学院,东莞理工学院

 dingye@dgut.edu.cn
 No. 1, Daxue Rd., Songshan Lake District, Dongguan, Guangdong, P.R. China

I am an associate professor in School of Software Engineering & Cyperspace Science of Dongguan University of Technology.

I was a research assistant professor in Guangzhou HKUST Fok Ying Tung Research Institute of The Hong Kong University of Science and Technology from 2014 to 2018.

I received my degree of PhD in Computer Science and Engineering in 2014 supervised by Prof. Lionel M. Ni from the Department of Computer Science and Engineering of The Hong Kong University of Science and Technology.

I received my degree of MSc in Information Technology in 2011 from the Department of Computer Science and Engineering of The Hong Kong University of Science and Technology.

I received my degree of BSc in Software Technology and Application in 2010 from the Faculty of Information Technology of Macau University of Science and Technology.

I am a co-founder and the chief technology officer in Deepera Co., Ltd. since 2015 working on big data analytics, fintech, and blockchain.

I was a co-founder and the chief technology officer in Future Compiler Co., Ltd. from 2011 to 2015 working on smart travels.

I was an editor in Reflection Monthly of University of Macau from 2010 to 2014.

I am interested in spatial-temporal data analytics, big data, machine learning, and blockchain.

 (SCI, JCR-Q2, IF 1.899) 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 

 (SCI, JCR-Q1, IF 3.317) Multi-task Deep Convolutional Neural Network for Cancer Diagnosis
Neurocomputing, Volume PP, Pages 0-0, 2018
Qing Liao, Ye Ding, Lin Jiang, Xuan Wang, Chunkai Zhang, Qian Zhang

(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

(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

(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

(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 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

(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

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

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

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

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