Faculty member |
Project Title |
Au, Allen M.H. |
Accountable Privacy-Preserving Authentications: New Construction from Post-Quantum Cryptography [RGC ECS] |
抗量子隐私保护密码方案的关键技术研究 [MRPO NSFC] |
Towards Blockchain-Enabled Post-Quantum Secure Data Sharing Platform [URC] |
A Feasibility Study on TradeFi Platform and Protocols |
Practical Post-Quantum Zero-Knowledge Proofs [RGC GRF] |
Secure Computation over Large-Scale Encrypted Data for Statistical Analysis [ITF] |
New Frontiers of Lattice-Based Cryptography [RGC GRF] |
A Secure and Privacy-Preserving Data Sharing Platform over Public Blockchain with Traitor Tracing [ITF] |
Blockchain-Enhanced Trade Finance - A Secure, Efficient and Privacy-Preserving Solution from Zero-Knowledge Proofs of Tokenised Document [ITF] |
Future Self-Sovereign Identity and Data Proof System Technology Research |
|
Chan, Hubert T.H. |
Private Recommendation System in Social Networks [RGC F/HK JRS] |
Privacy-Preserving Mechanisms on Multi-User Data in Ubiquitous Computing Environments [RGC ECS] |
Models and Algorithms for Optimal Allocation Rules in Choice Problems [URC] |
Oblivious Matching Algorithms on Unknown (Hyper) Graphs [RGC GRF] |
Primal-Dual Mathematical Programming Methods for Online Matching Problems with Generalized Constraints [RGC GRF] |
Dynamic Algorithms for Connectivity and Densest Subgraph Problems [URC] |
Group Traveling Salesman Problems and Network Connectivity Problems on Fully Dynamic Metric Spaces with Bounded Growth [RGC GRF] |
Large Scale Graph Mining via Distributed Computation of Densest Subgraphs [PROCORE-F/ HK JRS] |
Spectral Analysis and Optimization Problems in Directed Hypergraph Diffusion Processes [RGC GRF] |
Private and I/O-Efficient Concurrent Data Structures and Parallel Algorithms [RGC GRF] |
Efficient and Private Distributed Protocols against Byzantine Nodes in Noisy Communication Networks [RGC GRF] |
Distributed Protocols for Allocation and Selection Problems among Self-Serving Agents: Fairness, Security, Communication Efficiency [RGC GRF] |
|
Chan, Kwok Ping |
Continuous Discriminant Latent Topic Model (CD-LTM) for Facial Expression Recognition and Generation [RGC GRF] |
|
Cheng, Reynold C.K. |
Query-efficient representations of uncertain graphs [URC] |
Effective Noise Removal Algorithms for Ambiguous Databases [URC] |
Managing Crowdsourced Databases: A Probabilistic Approach [URC] |
Efficient Query Algorithms for Uncertain Graph Databases [RGC GRF] |
LAPS: A Scalable Location-Aware Publish/Subscribe System [URC] |
Scalable, Effective and Privacy-Aware Location-based Services for Big Traffic Data [URC] |
Discovering and Querying Meta-Graphs in Large Heterogeneous Information Networks [RGC GRF] |
Managing Uncertainty of Heterogeneous Big Multimedia Data [URC] |
Using Meta-Structures for Long-Tail Web Query Recommendation [URC] |
UGE: Effective, Adaptive, and Efficient Mining of Large Uncertain Graphs [URC] |
GrandMove Extension ("GrandMove X"), Robustness against Frailty: A Healthy Ageing x Productive Ageing Project |
Motif Discovery in Heterogeneous Information Networks (Dr Renz Matthias) [G/HK JRS] |
Intervention combining interactive communication technologies and nicotine replacement therapy sampling for proactively recruited smokers in smoking hotspots: a progmatic randomized controlled trail |
Modelling of Artificial Neural Networks and Distributed Systems with High Reliability for Intelligent Data Management System (IDMS) |
HINCare: A Heterogeneous Information Network for Elderly-Care Helper Recommendation [ITF] |
Baby-friendly Community Initiative Program in Hong Kong |
HKJC - Third Age Planning and Productive Ageing for Young-Olds |
Jockey Club Holistic Support Project for Elderly Mental Wellness (“JC JoyAge Phase II”) |
Effective and Efficient Embedding Solutions for Uncertain Many-Graph Databases [URC] |
A smartphone-based intervention for diabetes prevention in overweight Chinese adults with pre-diabetes |
Evaluating Motif Discovery Queries on Large Graph Databases [URC] |
Using Knowledge Graphs for Long-Tail Keyword Query Recommendation in Video Search |
User-driven asset-centric ecosystem for democratizing data science & AI [PROCORE-F/HK JRS] |
HINCare: A Heterogeneous Information Network for Elderly-Care Helper Recommendation (HINCare: 推薦長者助理的大規模異構網絡) [KE] |
GIVE : A Generic and Intelligent Service for Community Support [KEF] |
Intelligent Community Support System for Hans Andersen Club Limited |
Intelligent Community Support System for Yang Memorial Methodist Social Service |
Intelligent Community Support System for Conservative Baptist Jubilee Centre Limited |
|
Chiribella, Giulio |
Trustworthy quantum gadgets for secure online communication [RGC RIF, 2022-27, HK$6.7M] |
Optimal manipulations of quantum resources for precision measurements and control [URC] |
Energy-efficient quantum information processing [RGC GRF] |
The Observer Observed : a Bayesian Route to the Reconstruction of Quantum Theory [FQXi Fund] |
Quantum Causal Structures [JTF] |
The information-theoretic power of quantum causal structures 量子因果结构对信息理论的推动 [NSFC] |
Quantum-limited amplification and noise reduction in multimode Gaussian systems [URC] |
Compressed Quantum Dynamics: Storing, Programming, and Simulating Physical Processes with Minimum-Sized Quantum System [RGC GRF] |
Theory of Quantum Communication With Indefinite Causal Order [Croucher SRF] |
Quantum sensor networks: optimized design, performance benchmarks, and cryptographic applications [RGC GRF] |
Genuine multi-channel enhancements in quantum communication networks [URC] |
The Quantum Information Structure of Spacetime [JTF] |
Quantum communication networks with coherent control over multiple transmission lines [RGC GRF] |
Fast monitoring and stabilization of quantum communication links for high-performance quantum networks [RGC GRF] |
Quantum Causal Discovery and the Foundations of Quantum Artificial Intelligence [RGC SRFS] |
|
Chow, Kam Pui |
The Webserver Security Testing |
To Develop a Practical Framework for Cloud Forensics [URC] |
A preliminary forensic analysis tool for Shanzhai mobile phones [URC] |
Fighting High-Tech Crime in Cyberspace [KE] |
Trial: Cyberspace Investigation Technology Using Criminal Profiling [ITF] |
A Systematic Approach for Online Auction Fraud Detection [URC] |
CRISIS - Critical Infrastructure Incident Simulator [KEF] |
SHIELD - Critical Infrastructure Protection in Hong Kong [ITF] |
SPEAR – Special Portable Extendible Attack Research Unit [URC] |
A Video Identification System based on a Novel Video Fingerprinting Technique [ITF] |
Probative value of digital evidence in digital forensic investigation [URC] |
IoT Security Evaluation Testbed [URC] |
Trial : SHIELD [ITF] |
IoT Security Evaluation Testbed (IoT-SET) [ITF] |
Research on Key Technologies in Mobile Internet Forensics [ITF] |
Detecting anomalous behavior for PLC-based systems using machine learning [URC] |
Trial: SHIELD (Smart Hacking and Intrusion Entrapment with Lawful Detection) [ITF] |
Automated Analysis of Dark Web Threat Intelligence [URC] |
|
Chui, Chun Kit |
A Study on Applying the Self-learning Paradigm in Teaching Advanced Technical Courses [URC] |
Kids can code [KEF] |
|
Cui, Heming |
OWL: Automatically Identifying and Avoiding Concurrency Attacks [URC] |
RepBox: Transparent State Machine Replication and its Applications [Croucher] |
FALCON: Modeling, Detecting, and Defending against Concurrency Attacks [RGC ECS] |
GAIA: Strengthening the Reliability of Datacenter Computing via Fast Distributed Consensus [RGC GRF] |
Achieving Strong Fault-tolerance for General Storage Applications via Fast, RDMA-powered PAXOS |
New Systems and Algorithms for Preserving Big-data Privacy in Clouds [RGC GRF] |
A Blockchain-powered, Trustworthy Internet Layer (System) and Its Decentralized and Efficient Applications |
Multi-GPU Pipeline Parallel Training Systems for Big Deep Neural Network Models |
|
Huang, Zhiyi |
Privacy-Preserving Algorithms for Combinatorial Optimization Problems [URC] |
Privacy-Preserving Mechanisms in Economic Markets [RGC ECS] |
New Frontiers of the Online Primal Dual Technique: Convex Programs and Limitations of the Canonical Approach [RGC GRF] |
The Algorithmic and Information Theoretic Foundations of Bayesian Mechanism Design [RGC GRF] |
Understanding Price of Anarchy via the Duality Framework [RGC GRF] |
Fully Online Matching [RGC GRF] |
Online Correlated Selection: Theory and Applications to Online Algorithms [RGC GRF] |
|
Kao, Benjamin C.M. |
Resource Searching and Diversified Tag Recommendation in Social Tagging Systems [RGC GRF] |
TAQA: An Open Knowledge-based Question-Answering System for Answering Questions with Complex Semantics Constraints [RGC GRF] |
Artificial Intelligence for Legal Services: Sentencing Wizard on Drug Trafficking (Co-PC) [KEF] |
Artificial Intelligence for Signalling Indication & Control Panel |
PERQ: Predicting, Explaining, and Rectifying Failed Questions in KB-QA Systems |
AI-HKLII: AI-Powered Legal Research Platform (Co-I) [ITF] |
Empowering CLIC — An AI Dialog System for Community Legal Education and Information |
|
Komura, Taku |
Animating and Capturing Close Interactions [URC] |
Animating close interactions with objects |
|
Kong, Lingpeng |
Efficient Multi-head Attention Mechanism for Sequence Modelling [URC] |
Automatic Generation of Long Descriptive Text |
The Efficiency of the Multi-head Attention (MHA) Mechanism in the Computational Complexity and the Modeling Capacity |
|
Lam, Tak-Wah |
A theoretical study of competitive online algorithms for energy-efficient job scheduling on multiple machines [URC] |
Ultrafast SNP-sensitive and Gap-sensitive Alignment of Short Reads to Human Genome via Better Indexing [RGC GRF] |
A Genomic and Pharmaceutical Knowledge-based System for Clinical Diagnosis and Case Repository [ITF] |
Trial : A Genomic and Pharmaceutical Knowledge-based System for Clinical Diagnosis and Case Repository [ITF] |
A genomic database for the Chinese population with applications to precision medicine [ITF] |
Advanced 3GS-based bioinformatics algorithms and a complete bioinformatics solution for clinical genetics [ITF] |
Bioinformatics Algorithms and Next-Generation-Sequencing (NGS) Data Analysis [KE] |
AI-Enabled Private and Public Data Integration Platform for Rapid Development of RegTech Applications [ITF] |
Trial : Hong Kong Genomes Database with Applications to Precision Medicine [ITF] |
Fighting Disease Recurrence and Promoting Tissue Repair after Liver Transplantation: Translating Basic Discoveries to Clinical Excellence (Co-PI) [RGC TRS] |
Developing Karyotype Analysis Software for Clinical Genetic Service of the Department of Health |
Towards a Fully-Automated Karyotype Analysis for Detecting Chromosomal Abnormality via Intelligent Bioinformatics and Image Analysis [ITF] |
|
Luo, Ping |
Differentiable Neural Architecture Search for Visual Perception, Generation, and Navigation |
Efficient Neural Architecture Search for Human Instructional Video Generation and Editing [URC] |
Learning a Unified Relational Representation for Multi-domain Human Video Generation |
Self-Supervised Knowledge Distillation and Neural Architecture Search for Video Classification and Detection |
Highly Accurate and Efficient Scene Understanding via Mixture of Neural Sub-Network Architecture Search [RGC ECS] |
Computational Cost Adaptive Neural Architecture Search |
Self-Attention and Life-long Learning for Computer Vision |
|
Luo, Ruibang |
An Artificial Neural Network based SNP and InDel Caller for Third-Generation Sequencing Data [URC] |
An Artificial Neural Network-based discriminator for validating clinically significant genomic variants [RGC ECS] |
Building the first Variant-Disease Association database base on millions of full-text biomedical literature: A deep learning approach [URC] |
Cancer mutation detection using Single Molecule Sequencing [URC] |
Cardiovascular Risk Prediction Model for Patients on Lipid Modifying Drugs (Co-PI) [ITF] |
Cancer Mutation Detection using Single Molecule Sequencing [RGC GRF] |
研发将单分子测序运用于癌症体细胞变异检测的实验方案与算法 [MRPO - Shenzhen Fund] |
|
Oliveira, Bruno |
A new Programming Language for Type-Safe Modularity [URC] |
ALGEBRA: A Programming Language for Developing Software Product Lines based on Object Algebras [RGC ECS] |
FunJ: Improving JVM Compilation of Functional Programs using Imperative Functional Objects [URC] |
RapidPL: Semantic Modularity for Rapid Programming Language Implementation [RGC GRF] |
Foundations for Polymorphic Delegation-Based Languages using Disjoint Intersection Types [RGC GRF] |
Foundations for Dependently Typed Object-Oriented Languages [RGC GRF] |
Mechanized Local Type-Inference with Subtyping and Dependent Types [RGC GRF] |
Foundations for Implicit Type-Directed Computation with Subtyping [RGC GRF] |
Type Inference for Complex Type Systems |
|
Pan, Jia |
Real-time and Reliable Motion Planning for Humanoid Robots [URC] |
Automated Item Picking for Warehousing [URC] |
Learning from Demonstrations for Robotic Manipulation of Deformable Objects [RGC GRF] |
Fully-Decentralized and Near-Optimal Large-Scale Multi-Robot Collision Avoidance via Deep Learning [RGC GRF] |
3D Design Algorithms and Dexterous Robotic Sewing for Customized Garment Fabrication [NSFC/RGC JRS] |
Effective Navigation in Dense Crowds: Getting Robot Unlost, Unfrozen, and Unobtrusive using Deep Reinforcement Learning [RGC GRF] |
Tactile Perception and Analysis for Digital Archaeology [URC] |
|
Ramanathan, R. |
Security of Relativistic Quantum Cryptography [URC] |
Device-Independent Random Number Generation and Quantum Key Distribution with Weak Random Seeds [RGC ECS] |
|
Schnieders, Dirk |
Photometric Stereo under Near-Light with Attenuation [URC] |
|
Ting, Hing Fung |
A competitive approach for analyzing data stream algorithms [URC] |
Design and analysis of algorithms for online bin packing: Old challenges and new opportunities [RGC GRF] |
The study and development of methods for improving multiple sequence alignment [URC] |
Meeting two challenges in the research of multiple sequence alignment: Twilight zone and giant families [URC] |
ML-Ada: An adaptive multiple sequence alignment tool enlightened by machine learning [URC] |
Imaging the Sky [KEF] |
A data centric approach for constructing multiple sequence alignments [RGC GRF] |
Approximated and Competitive Selling with Partial Assignment [URC] |
Cloud Appreciation: Imaging the Sky [KEF] |
|
Wang, Cho-Li |
Agreement on A New Multikernel OS for High Throughput Computing on Manycore Systems |
Software-Managed Coherency Protocol with Dynamic Zoning on Tiled Manycore Processor [URC] |
Scalable Cloud-on-Chip Runtime Support with Software Coherence for Future 1000-Core Tiled Architectures [RGC GRF] |
Software Architecture for Fault-Tolerant Multicore Computing with Hybridized Non-Volatile Memories [RGC GRF] |
Contract Research : Java on Big Data GPU Heterogeneous Acceleration |
Software Fault-Tolerance Support for NoSQL Database System with NVRAM [URC] |
Big-Little Heterogeneous Computing with Polymorphic GPU Kernels [RGC GRF] |
Multi-stage Big Data Analytics for Complex Systems : Methodologies and Applications (Co-PI) [RGC CRF] |
Edge Learning : the Enabling Technology for Distributed Big Data Analytics in Cloud-Edge Environment (Co-PI) [RGC RIF] |
|
Wang, Wenping |
Free-Form Shape Modeling Using Cyclides [RGC GRF] |
Shape-preserving mesh and its computation 保形網格及其計算 [NSFC] |
Studies on Medial Axis Surfaces for 3D Shape Modeling and Analysis [RGC GRF] |
Collaboration Agreement for 3D point cloud processing |
New Methodology and Software for Improving Subtitle Presentation in Movies and Videos [ITF] |
Collaboration Agreement for 3D point cloud processing (Phase 2) |
New Methods for 3D Packing of Irregular Objects [RGC GRF] |
Sketch-Based Surface Modeling with Control on Lines of Curvature [RGC GRF] |
Modeling of Anisotropic Porous Structures 各向異性多孔結構的建模方法 [NSFC] |
3D Reconstruction from Sparse Images with User Sketching [MSRA] |
Computation of Optimal Partitions with Capacity Constraints [RGC GRF] |
Intelligent 3D Perception for Robots in Complex Environment with Active Interaction [ITF] |
ART Wire 3D -- An Augmented Reality System for Interactive 3D Wire Sculpturing [ITF] |
Modeling 3D Free-Form Objects from a Single Image [RGC GRF] |
Artificial Intelligent Orthodontic System [ITF] |
Close-Proximity Human-Robot Collaboration for Intelligent Manufacturing [ITF] |
Real-Time Reconstruction of 3D Thin Structures with an RGBD Camera [RGC GRF] |
Digging the Past Together : International Public Engagement in Near Eastern Archaeological Research (Co-PC) [KEF] |
A Computational Study on Tooth Alignment in Digital Orthodontics [RGC GRF] |
Intelligent Robotics for Elderly Assistance in Hong Kong [URC] |
On 3D Tooth Tracking and Reconstruction Using Consumer Cameras with Applications in Digital Orthodontics [RGC GRF] |
Intelligent Robotics for Elderly Assistance in Hong Kong [RGC TRS] |
Building Platform Technologies for Symbiotic Creativity in Hong Kong (Co-PC) [RGC TRS] |
|
Wong, Kenneth K.Y. |
Contract Research : Video Surveillance Object Retrieval |
Matching Facial Composites to Partially Occluded or Disguised Faces for Law Enforcement and Crime Investigations [ITF] |
Tracking and visualizing mitral valve in 3D echocardiography [URC] |
Reconstruction of mirror surfaces from uncalibrated camera [URC] |
A Fixed Viewpoint Approach for Shape from Refraction [RGC GRF] |
Research and Development on Techniques for Automatic Segmentation, Tracking and Reconstruction of Mitral Valve from 4D Echocardiogram [ITF] |
Investigations of Deep Convolutional Neural Networks, Recurrent Neural Networks, and Optimal Scheduling in Distributed Machine Learning Clusters (Co-I) [URC SEG] |
Contract Research : A fall detection software system |
Self-Calibrating Photometric Stereo for Non-Lambertian Surfaces [RGC GRF] |
Research and Development on Algorithms for Evaluating Mental Wellness Using Heart Rate Variability Measured by Wearable Devices [ITF] |
Drone Programming and AI [KEF] |
Experiential Learning on Artificial Intelligence and Robotics [GHELC] |
Speeding Up Examination Of Heart Diseases Through The Use Of 3D Echocardiography And Machine Learning [ITF] |
A Non-radiation Artificial Intelligence Spine Deformity Diagnosis System (Co-I) [ITF] |
|
Wu, Chuan |
A Hybrid P2P + Cloud Framework for Large-Scale Internet Applications: Modeling, Algorithm Design, and Implementation [URC] |
Dynamic Predictive Algorithms for Seamless Scaling of Social Media Applications in Multi-Provider Clouds [RGC GRF] |
The Economics of Federated Multi-Provider Clouds: Pricing, Exchanges and Job Scheduling [RGC GRF] |
Pricing Dynamic Cloud Resource Provisioning and Scaling via Auctions [RGC GRF] |
Problems, Solutions, and Optimization for Modern Clouds (Co-I) [RGC CRF] |
Deadline-aware Bulk Data Transfer among Cloud Data Centers: Online Algorithms and SDN-facilitated Implementation [URC] |
Algorithmic Studies of Network Function Virtualization Systems: Dynamic VNF Deployment, Scaling and Pricing [RGC GRF] |
Resource Management and Optimization in Cloud Computing Systems |
Contract Research : Auction-based Dynamic Management of Network Slices in Public Clouds |
Investigations of Deep Convolutional Neural Networks, Recurrent Neural Networks, and Optimal Scheduling in Distributed Machine Learning Clusters [URC SEG] |
An IoT + Cloud Data Analytics Platform for Elderly Monitoring in Smart Homes [URC PTF] |
Dynamic Scheduling and Pricing of Geo-Distributed Big Data Analytics Jobs with Online Optimization and Online Learning [URC] |
Maximizing Resource Sharing Efficiency in Machine Learning Clusters |
Efficient Dynamic Resource Scheduling in Large-scale Multi-tenant Distributed Machine Learning Clusters |
A Cloud-backed Intelligent Walker for the Elderly [URC] |
Multi-stage Big Data Analytics for Complex Systems : Methodologies and Applications (Co-PI) [RGC GRF] |
Deep Learning-Driven Schedulers for Distributed Machine Learning Clusters [RGC GRF] |
A Cloud-backed Smart Walker for the Elderly [ITF] |
Accelerating Distributed DNN Training through Fine-grained Communication and Computation Placement and Scheduling [RGC GRF] |
Expedited Training of Deep Neural Networks over Heterogeneous Devices |
Data center service quality modeling and network performance improvement |
A Generic Runtime Diagnosis Toolkit for Expedited Large-Scale DNN Training [ITF] |
Compilation Optimization in Distributed DNN Training: Joining OP and Tensor Fusion/Partition [Amazon - ARA] |
Optimizing Distributed GNN Training on Large Graphs [RGC GRF] |
|
Yiu, Siu Ming |
GPU RNA alignment tool for complex pseudoknots [URC] |
Software protection in smart meters [URC] |
Research problems on carving and tamper detection of fragmented multimedia evidence for forensic investigation [NSFC/RGC JRS] |
Leakage resilient lattice-based cryptographic schemes [URC] |
Security and privacy in genomic data [URC] |
Secure schemes for data storage and processing in clouds [URC] |
Consultancy Service on Improving Blockchain Technology for Real Applications (SSD) |
Security and Privacy-enhancing Technologies for Cloud Storage of Big Data (Co-PI) [RGC CRF] |
Centre for Genomic Studies on Plant-Environment Interaction for Sustainable Agriculture and Food Security (Co-PI) [RGC AoE] |
Consultancy Service on A study of Technical Issues Using Blockchain Technology for Data Trading |
Secure Computation Enabled Blockchain (SC-Enabled Blockchain) [ITF] |
Consultancy Service on the Evaluation Technique for Side-channel Attacks |
|
Yu, Yizhou |
An Advanced Video Fusion System for Security Investigations [ITF] |
Multiphase Implicit Functions for Geometric Modeling of Heterogeneous Volume Objects [RGC GRF] |
Classification Driven Levelsets for Interactive Image and Video Segmentation [RGC GRF] |
RFID and Vision Sensor Integration in IOT Technology to enable Automated Baggage Pre-Clearance for Faster Passenger Flow in Airport [ITF] |
Semantics-Aware Digital Photo Editing and Enhancement [RGC GRF] |
AniAge |
Sketch-Based Object Modeling Using Deep Learning [URC] |
Data-Driven Sketch Interfaces for Modeling Objects Characterized by Curvilinear Structures [RGC GRF] |
Next Generation Digital Camera Imaging: Human Centered Image Reconstruction, Enhancement and Evaluation (Co-PI) [RGC RIF] |
|
Yuen, John T.H. |
Secure processing of encrypted cloud data [URC] |
Privacy-preserving Blockchain by Trusted Platform Module [URC] |
Decentralized Digital Identity Management System [URC] |
Practical Generic Ring Signature towards the Post-Quantum Era [RGC ECS] |
Digital Identity Privacy Protection Technology |