Prof. YAN Hong (嚴洪)
Student Theses
- 2024
Towards Effective and Efficient Video Classification with Deep Neural Network
LI, T. (Author), YAN, H. (Supervisor) & CHAN, K. L. (External Co-Supervisor), 19 Sept 2024Student thesis: Doctoral Thesis
- 2023
Structural Analysis of Protein Mutants and Their Roles in Drug Resistance
ZHU, M. (Author), YAN, H. (Supervisor), 21 Sept 2023Student thesis: Doctoral Thesis
Deep Learning Based Facial Behavior Analysis
FAN, X. (Author), YAN, H. (Supervisor), 12 Jul 2023Student thesis: Doctoral Thesis
- 2022
Superpixel Models and Graph Neural Networks for Visual Tracking, Image Segmentation, and Data Classification
WU, C. (Author), YAN, H. (Supervisor), 5 Dec 2022Student thesis: Doctoral Thesis
SHAHID, A. R. (Author), YAN, H. (Supervisor), 13 May 2022Machine Learning Techniques in Human Facial Expression and Action RecognitionStudent thesis: Doctoral Thesis
- 2021
Efficient Application-specific Hardware Architecture for Dense Tensor Computation
HUANG, W. (Author), YAN, H. (Supervisor) & CHEUNG, C. C. R. (Co-supervisor), 10 Dec 2021Student thesis: Doctoral Thesis
Deep Networks for Face Recognition and Retrieval Based on Learning Eigen-Filters and Binary Code Representations
ZHANG, M. (Author), YAN, H. (Supervisor), 14 Sept 2021Student thesis: Doctoral Thesis
CAO, J. (Author), YAN, H. (Supervisor), 16 Aug 2021Morphological Segmentation and Analysis of Caenorhabditis elegans Embryo Based on Deep Learning
Student thesis: Doctoral Thesis
Analyze, Visualize, and Predict Lung Cancer Drug Resistance based on Molecular Dynamics Simulation and Machine Learning
RIZWAN, .. (Author), YAN, H. (Supervisor), 1 Mar 2021Student thesis: Doctoral Thesis
- 2020
Comprehensive Stability Analysis of EGFR Related to Non-Small Cell Lung Cancer
GHOSH, A. (Author), YAN, H. (Supervisor), 25 Aug 2020Student thesis: Doctoral Thesis
Saliency Detection and Feature Matching for Object Segmentation in Digital Images
NAWAZ, M. (Author), YAN, H. (Supervisor), 13 Aug 2020Student thesis: Doctoral Thesis
- 2019
Deep Learning for Image Representation in Non-Euclidean Feature Spaces
ZHE, X. (Author), YAN, H. (Supervisor), 8 Aug 2019Student thesis: Doctoral Thesis
Cancer Subtyping Based on Pattern Classification
ZHAO, L. (Author), YAN, H. (Supervisor), 16 May 2019Student thesis: Doctoral Thesis
- 2018
Tensor Factorization and Learning for Object Detection and Recognition in Digital Images
KHAN, S. (Author), YAN, H. (Supervisor), 16 Oct 2018Student thesis: Doctoral Thesis
- 2017
Computational Analysis of Non-small-cell Lung Cancer Drug Resistance
ZOU, B. (Author), YAN, H. (Supervisor), 4 Sept 2017Student thesis: Doctoral Thesis
Task Mapping Methodology for Heterogeneous Multicore System
LIU, B. (Author), CHEUNG, C. C. R. (Supervisor) & YAN, H. (Supervisor), 15 Mar 2017Student thesis: Doctoral Thesis
- 2016
Night-time Vehicle Detection Based on Image Enhancement, Object Proposal and Feature Fusion
KUANG, H. (Author), CHAN, L. H. L. (Supervisor) & YAN, H. (Supervisor), 28 Oct 2016Student thesis: Doctoral Thesis
Automatic Analysis of 3D C. Elegans Embryonic Time-lapse Images
CHEN, L. (Author), YAN, H. (Supervisor), 30 Aug 2016Student thesis: Doctoral Thesis
Identifying EGFR Mutation-induced Drug Resistance in Lung Cancer Treatment Based on Local Structural Properties and Binding Free Energy with Drug Molecule
MA, L. (Author), YAN, H. (Supervisor), 16 Aug 2016Student thesis: Doctoral Thesis
Assessment, Inference, and Dynamic Analysis of Molecular Interaction Network in Caenorhabditis Elegans
HUANG, X. (Author), CHAN, L. H. L. (Supervisor) & YAN, H. (Supervisor), 25 Jan 2016Student thesis: Doctoral Thesis