DrYing Zhou
Senior Lecturer
Faculty of Engineering
Research projects & supervision summary
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Mining socially tagged images:
A large number of of digitized, consumer generated resources are added to the Internet every day. With the development of easy to use tools, rich contextual information are added to those resources as a means of better describing and advertising them. Such contextual information provides lots of opportunities to study social behaviour of the users.
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Accountability in multitenancy platform:
This project investigates various mechanisms to provide accountability for cloud platforms shared by multiple users. Mulitenancy exists at various levels depending on the services offered by the providers. Theoretically, providers are responsible for service isolation guarantees. Yet the multiplexing nature of multinency makes it impossible to achieve a 100% guarantee. Accountability provides a means for both service providers and users to collect evidence to understand the causes when the desired quality of service level is not met.
RESEARCH PROJECTS & ACTIVITIES
- RESEARCH-BASED DEGREE SUPERVISIONA Hybrid Approach to Logic Evaluation
- RESEARCH-BASED DEGREE SUPERVISIONAdvanced Query Processing in Temporal Graphs
- RESEARCH-BASED DEGREE SUPERVISIONAdvancing Greedy++ and Spectral Algorithms for the Densest k-Subgraph Problem
- RESEARCH-BASED DEGREE SUPERVISIONApplication of Deep Learning in Image Procssing
- RESEARCH-BASED DEGREE SUPERVISIONDeep Learning-based Vision Processing with Event Camera
- RESEARCH-BASED DEGREE SUPERVISIONDeep Learning-based Vision Processing with Event Camera
- RESEARCH-BASED DEGREE SUPERVISIONDeep Neural Networks for High Angular and Temporal Resolution Image Processing
- RESEARCH-BASED DEGREE SUPERVISIONDynamic and Quantitative Radiomics Analysis in Interventional Radiology
- RESEARCH-BASED DEGREE SUPERVISIONEfficient Dynamic Graph Processing
- RESEARCH-BASED DEGREE SUPERVISIONEfficient High-Dimensional Vector Retrieval at Scale: Balancing Ac curacy and Computation for Billion-Scale Embedding Collections
- RESEARCH-BASED DEGREE SUPERVISIONEfficient Multimodal Learning: Training Inference and Reasoning
- RESEARCH-BASED DEGREE SUPERVISIONEfficiently counting and sampling defective cliques in large graphs
- RESEARCH-BASED DEGREE SUPERVISIONEvent-Camera Simulation: Sensor-Side Dynamics and Evaluation
- RESEARCH-BASED DEGREE SUPERVISIONExploring Efficient Algorithms for High Dimensional Decision Problems
- RESEARCH-BASED DEGREE SUPERVISIONFB*-Index: A Compact Index for Efficient and Exact Density-based Clustering
- RESEARCH-BASED DEGREE SUPERVISIONFinancial Time series forecast with Deep learning
- RESEARCH-BASED DEGREE SUPERVISIONFrom Local to Holistic: Multimodal Learning for Image Understanding
- RESEARCH-BASED DEGREE SUPERVISIONLightweight Deep Learning Architecture for Image Computing
- RESEARCH-BASED DEGREE SUPERVISIONMechanistic Diagnosis and Causal Erasure of Multimodal Hallucinations via Sparse Autoencoders
- RESEARCH-BASED DEGREE SUPERVISIONMulti-modal Time Series Foundation Model for Medical Data
- RESEARCH-BASED DEGREE SUPERVISIONMulti-Modality Generative Intelligence Framework for Alzheimer's Disease Quantification
- RESEARCH-BASED DEGREE SUPERVISIONMulti-Path Global–Detail Collaborative Modeling for High-Resolution UAV Small Object Detection
- RESEARCH-BASED DEGREE SUPERVISIONMultimodal Learning for Multi-scope Brain Lesion Segmentation
- RESEARCH-BASED DEGREE SUPERVISIONReal-Time Photoreal Crowd Simulation: Rendering, Animation, and Behaviour with Gaussian Splatting
- RESEARCH-BASED DEGREE SUPERVISIONScalable Biclique Counting in Bipartite Graphs: Theory and Algorithms