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

(2018~) Associate Professor
School of Cyberspace Security
Dongguan University of Technology

(2014-2018) Research Assistant Professor
Guangzhou HKUST Fok Ying Tung Research Institute
The Hong Kong University of Science and Technology

(2011-2014) PhD in Computer Science and Engineering
(2010-2011) MSc in Information Technology
Supervised by Chair Professor Lionel M. Ni
Department of Computer Science and Engineering
The Hong Kong University of Science and Technology

(2006-2010) BSc in Software Technology and Application
Faculty of Information Technology
Macau University of Science and Technology

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

(EI) Temporal Knowledge Graph Reasoning based on Graph Convolution Network 
International Conference on Data Intelligence and Security (ICDIS), 2022
Chong Mo, Ye Wang, Yan Jia, Cui Luo, Ye Ding

(EI) MultiShadow: Shadow Synthesis for Multiple Virtual Objects 
International Conference on Data Intelligence and Security (ICDIS), 2022
Ye Ding, Qi Wan, Ziyuan Liu, Jie Wang

从频域角度重新分析对抗样本
信息技术与网络安全,第 41 卷,第 5 期,59-65 页,2022
丁烨,王杰,宛齐,廖清

(CCF B, EI) Improving Anomaly Detection with a Self-supervised Task Based on Generative Adversarial Network
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022
Heyan Chai, Weijun Su, Siyu Tang, Ye Ding, Binxing Fang, Qing Liao

(CCF C, EI) FedSP: Federated Speaker Verification with Personal Privacy Preservation
International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP), 2021
Yangqian Wang, Yuanfeng Song, Di Jiang, Ye Ding, Xuan Wang, Yang Liu, Qing Liao

(CCF A, SCI Q1, IF 6.977) An Integrated Multi-Task Model for Fake News Detection 
IEEE Transactions on Knowledge and Data Engineering (TKDE), Volume PP, Issue PP, Pages PP-PP, 2021
Qing Liao, Heyan Chai, Hao Han, Xiang Zhang, Xuan Wang, Wen Xia, Ye Ding 

(CCF C, SCI Q1, IF 5.795) Bitcoin Price Forecasting: A Perspective of Underlying Blockchain Transactions
Decision Support Systems (DSS), Volume 151, Article ID 113650, 2021
Haizhou Guo, Dian Zhang, Siyuan Liu, Lei Wang, Ye Ding

(SCI Q1, IF 9.936) FraudTrip: Taxi Fraudulent Trip Detection from Corresponding Trajectories
IEEE Internet of Things Journal (IoT-J), Volume 8, Issue 16, Pages 12505-12517, 2021
Ye Ding, Wenyi Zhang, Xibo Zhou, Qing Liao, Qiong Luo, Lionel M. Ni

(CCF C, SCI Q1, IF 5.719) iMatching: An Interactive Map-matching System
Neurocomputing, Volume 444, Pages 126-135, 2021
Ye Ding, Xibo Zhou, Qing Liao, Haoyu Tan, Qiong Luo, Lionel M. Ni

(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

(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 Q2, 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 Q1, IF 5.719) 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 Q3, IF 2.336) Diverse Mobile System for Location-based Mobile Data
Wireless Communications & Mobile Computing (WCMC), 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, SCI Q1, IF 3.344) 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

(Granted) 混合云服务平台
202220503756.8
丁烨,李东旭,樊雁翔

(Submitted) 一种基于区块链技术的免限行申请处理系统
202210785948.7
张卫平,丁烨,张思琪,黄筱雨,丁园

(Submitted) 一种卫星遥感信息在火情监测中的数字图像处理系统
202210701289.4
张卫平,丁烨,隋银雪,米小武,李显阔

(Submitted) 一种交通管制区域的交通参与者智能管理系统
202210684692.0
张卫平,丁烨,张思琪,黄筱雨,向荣

(Submitted) 一种应用卫星定位的无路径导航算法与系统
202210643295.9
张卫平,丁烨,岑全,向荣,丁园

(Submitted) 一种基于卫星遥感监测的火情监测及火灾预警方法
202210580626.9
张卫平,丁烨,张思琪,黄筱雨,丁园

(Submitted) 一种基于北斗卫星的电网故障定位方法
202210496220.2
张卫平,丁烨,岑全,张思琪,向荣

(Submitted) 一种矢量数据与栅格影像结合的迭代模型配准系统
202210479629.3
张卫平,丁烨,岑全,黄筱雨,向荣

(Submitted) 一种基于高分遥感卫星立体影像 RPC 模型定位系统
202210437112.8
张卫平,丁烨,张思琪,向荣,丁园

(Submitted) 共享单车需求量预测模型的训练方法、系统和设备
202210402008.5
丁烨,张文毅,沈钟,王周红

(Submitted) 一种公共场所人流量预测方法、装置、设备及介质
202210372546.4
丁烨,谭浩宇,高民,沈钟,刘资媛

(Granted) 一种基于主动学习的 Serverless 资源池系统
202210295299.2
张卫平,丁烨,隋银雪,米小武,张伟

(Submitted) 一种汽车行驶数据的生成方法、装置、设备及存储介质
202210228016.2
丁烨,何智杨,王周红,沈钟

(Submitted) 多级缓存的数据处理方法、装置、设备与介质
202210223775.X
丁烨,黎锦超,陈慧

(Granted) 一种基于凸优化的混合容器云调度系统
202210200963.0
张卫平,丁烨,米小武,李显阔

(Granted) 一种基于区块链技术的数据链接隐私处理系统
202210195776.8
张卫平,丁烨,隋银雪,张伟

(Submitted) 一种基于 NFT 的数字资产处理方法及处理系统
202210169658.X
张卫平,丁烨,米小武,李显阔

(Submitted) 一种基于多图稀疏交互网络的多任务立场检测方法
202210069686.4
廖清,柴合言,丁烨,方滨兴,高翠芸,王晔,王轩

(Submitted) 一种基于多任务学习的立场检测方法
202210069337.2
廖清,柴合言,丁烨,李肯立,高翠芸,方滨兴

(Granted) 一种基于 ERC1155 的跨链 NFT 转移和结算系统
202210034457.9
张卫平,丁烨,米小武,李显阔,岑全,张伟

(Submitted) 代码运行方法、装置、设备及存储介质
202111593592.9
丁烨,何智杨,廖清

(Submitted) 一种虚拟形象在线智能教学的方法、平台、设备及介质
202111583820.4
丁烨,宛齐,廖清

(Granted) 一种基于区块链技术的电子票务交易方法
202111565912.X
张卫平,丁烨,岑全,李显阔

(Granted) 一种融合文本信息的旅游视频情感分析系统
202111449070.1
张卫平,丁烨,张浩宇,李显阔

(Granted) 一种基于深度学习的视频压缩方法
202111390375.X
张卫平,丁烨,岑全,李显阔

(Granted) 一种基于区块链的交易信息校验及结算方法
202111347947.6
张卫平,丁烨,岑全,李显阔

(Granted) 一种对区块链账本的区块数据的加工解析方法
202111293255.8
张卫平,丁烨,张浩宇,李显阔 

(Granted) 一种基于边云一体化环境下的票务核验系统
202111279300.4
张卫平,丁烨,张浩宇

(Submitted) 一种基于机器学习的智能分销模型的建模方法
202111260349.5
张卫平,丁烨,张浩宇,张伟

(Submitted) 一种基于对抗样本的图片水印编码方法及解码方法
202111244777.9
丁烨,刘资媛,王杰,廖清

(Granted) 一种根据分销协议自动生成智能合约的系统
202111229795.X
张卫平,丁烨,张浩宇,张伟

(Granted) 一种非对称加密模式下的票序列号核验方法
202111218894.8
张卫平,丁烨,张浩宇,张伟

(Granted) 一种基于深度学习的人脸属性识别系统
202111195206.0
张卫平,丁烨,张浩宇,张伟

(Granted) 基于沙盒内签名和非对称加密技术的离线检测票务系统
202111189992.3
张卫平,丁烨,张浩宇

(Granted) 一种面向公有云租户业务敏感数据的分布式备份同步系统
202111178820.6
张卫平,丁烨,张浩宇

(Granted) 一种防止代码注入或源码反编译的分布式编码系统
202111141640.0
张卫平,丁烨,张浩宇

(Granted) 一种基于云计算的区块链数据处理系统
202111133441.5
张卫平,丁烨,张浩宇

(Granted) 一种应用于物联网边云协同计算环境中的资源管理系统
202111110654.6
张卫平,丁烨,张浩宇,李显阔

(Submitted) 一种基于区块链的智慧景区电子门票销售系统和核验方法
202111103334.8
张卫平,丁烨,张浩宇,李显阔

(Granted) 一种不同部署方式下对业务数据区块化的通信处理系统
202111084157.3
张卫平,丁烨,张浩宇

(Granted) 一种非关系型数据通过随机序列读写后控制一致性的方法
202111065583.2
张卫平,丁烨,张浩宇

(Granted) 一种兼容在线离线的账号权限控制系统
202111046471.2
张卫平,丁烨,张浩宇

(Granted) 一种基于资源要素存证通道的跨通道数据联动更新系统
202111037211.9
张卫平,丁烨,张浩宇

(Granted) 一种基于区块链的身份管理系统
202111035456.8
张卫平,丁烨,张浩宇

(Granted) 一种基于云技术的景区游客流量监控与辅助系统
202111023632.6
张卫平,丁烨,米小武

(Granted) 一种基于区块链的可信数据颗粒化共享系统
202110978049.4
张卫平,丁烨,张浩宇,黄筱雨

(Granted) 面向电信增值业务的记账工具进行可信存证的写入机制
202110939902.1
张卫平,丁烨,张浩宇,黄筱雨

(Granted) 一种在通证交换的过程中对使用者身份的检验方法
202110923629.3
张卫平,丁烨,张浩宇,黄筱雨

(Submitted) 一种出租车欺诈计费检测方法、系统、终端设备及存储介质
202010806120.6
丁烨,张文毅,廖清

(Granted) 一种交互式地图匹配方法及系统 
202010805405.8
丁烨,王杰,廖清

(Submitted) 一种分类模型构建方法、装置、分类模型及分类方法
202010221082.8
廖清,马海轩,杨林,丁烨,王轩,李京竹

(Submitted) 一种基于差分隐私的联邦学习方法、装置及存储介质
201911335678.4
廖清,黄茜茜,柏思远,丁烨,李京竹

(Submitted) 基于多粒度的图卷积神经网络的假新闻检测方法及系统
201911188601.9
廖清,胡国勇,吴君宇,丁烨,王轩,李京竹

(Submitted) 图像处理方法、系统、可读存储介质及智能设备
201910701385.7
廖清,丁烨

(Granted) 一种基于多任务学习模型的假新闻检测方法及系统
201910354263.5
廖清,韩浩,丁烨,漆舒汉,蒋琳,王轩 

(Granted) 一种基于位置的移动数据存储系统
201811654923.3
廖清,丁烨,漆舒汉,蒋琳,王轩 

(Submitted) 一种基因表达数据分类器
201811654735.0
廖清,丁烨,漆舒汉,蒋琳,王轩 

(Granted) 一种基于随机幻方构造的区块链工作量证明方法
201810911301.8
谢瑾,丁烨,谢涛

(Granted) 一种路段类型推测方法
201410542082.2
丁烨,谭浩宇,高民,倪明选

(Granted) 一种轨迹压缩及解压缩方法
201410455230.7
谭浩宇,高民,丁烨,倪明选

(Granted) 车辆行进开销的预测方法及系统
201410453712.9
丁烨,高民,谭浩宇,倪明选

软著登字第 9161530 号:中科微云安卓版 App
软著登字第 9161529 号:中科微云 PC 版平台
软著登字第 9118708 号:轻舟教师坊 API 系统
软著登字第 9118707 号:轻舟教师坊平台
软著登字第 9089899 号:中科乐学派文石版 App(中科乐学派)
软著登字第 9089827 号:中科乐教派安卓版 App(中科乐教派)
软著登字第 9017589 号:AdMarks 隐形水印系统
软著登字第 9017587 号:虚拟主播在线学习平台
软著登字第 0003976 号:日文邮政支付票据 OCR 识别安卓客户端 App(日文邮政票 OCR App)
软著登字第 6342846 号:面向飞腾处理器架构的高速分布式数据分析服务系统
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)

Teanoe: Smart Homework Platform
Preview / Manual / Demo
An AI-based homework and mistake management system for K12 schools.

ForChange Data Centre
Preview / Manual
Data management centre for internal use in ForChange.

ForTrader: Online Quant Trading & Learning Platform
Preview / Manual 1 / Manual 2 / Demo 1 / Demo 2
Online quant trading and learning platform.

ForChange Code: Online Sandbox Coding & Learning Platform
Preview / Demo
A new concept of online coding developed by ForChange.

Deepfox: Big Data & AI Platform
Preview / 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 / Demo 1 / Demo 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.

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

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

4100016 - 人工智能概论
Fall 2022

048815 / 4100034 - Python 数据分析与应用
Fall 2022 / Spring 2019

046240 / 0410168 / 4100040 - 云计算与大数据应用开发
Spring 2022 / Fall 2020 / Spring 2020

0410180 - 区块链技术与应用
Fall 2021 / Spring 2021

046039 - 云存储应用技术
Fall 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

邵明禹 / Mingyu Shao (Master, 2021-)
李浩彬 / Haobin Li (Master, 2020-)
张志航 / Zhihang Zhang (Master, 2020-)
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, 2019-2022)
张文毅 / Wenyi Zhang (Master, 2019-2022)

龙凯 / Kai Long (Chen-Ning Yang Class, Bachelor, 2020-)
罗启明 / Qiming Luo (Chen-Ning Yang Class, Bachelor, 2020-)
张晴 / Qing Zhang (Chen-Ning Yang Class, Bachelor, 2019-)
陈既谋 / Jimou Chen (Chen-Ning Yang Class, Bachelor, 2018-2022),AI Engineer @ For Smart Automation
何如玉 / Ruyu He (Chen-Ning Yang Class, Bachelor, 2018-2022),PG @ Beijing Union University