Current
Edge Caching for Vehicular Networks (VANET)
Learning-based content caching strategies for vehicular ad-hoc networks, integrating SDN/NDN paradigms, clustering, and spiking neural networks.
Machine Learning
Deep learning methods for vision and beyond.
Projects
Completed
Vision, Language and Visual Retrieval
Multimodal methods connecting images and language: large-scale visual retrieval, semantic art understanding, and image caption generation.
Completed
Self-Supervised Monocular Depth Estimation
Learning to predict depth from single images without ground-truth supervision, with a focus on dynamic scenes and challenging conditions.
Publications
- PUVC: A novel position-based VANET caching framework built upon UAVs associationLoughborough University Research Repository (Loughborough University) · 2026
- LKSVC: A Novel VANET Caching Method by Integrating Location-Based K-Means Clustering into Spiking Neural NetworkLecture notes on data engineering and communications technologies · 2025
- PSNVC: A Novel Physical-Based Vanet Caching Framework by Integrating SDN and NDN Paradigm2025
- Ssvc: A Novel Vanet Caching Framework of Integrating Network Slicing and Spiking Neural NetworkSSRN Electronic Journal · 2025
- DPNVC: A novel density-based probability VANET caching framework built upon the NDNSimulation Modelling Practice and Theory · 2025
- DPN: Density-Based Probability VANET Caching Method Leveraging with NDN Concept2024
- BaseBoostDepth: Exploiting Larger Baselines For Self-supervised Monocular Depth EstimationarXiv (Cornell University) · 2024
- LSSDVC: A Location-based VANET Caching Method with Semi-SDN Paradigm2024
- Self-supervised Monocular Depth Estimation: Let’s Talk About The WeatherarXiv (Cornell University) · 2023
- Dyna-DM: Dynamic Object-aware Self-supervised Monocular Depth Maps2023
- Dyna-DM: Dynamic Object-aware Self-supervised Monocular Depth MapsarXiv (Cornell University) · 2022
- Variational Recurrent Sequence-to-Sequence Retrieval for Stepwise IllustrationLecture notes in computer science · 2020
- Learning non-metric visual similarity for image retrievalImage and Vision Computing · 2019
- How to Read Paintings: Semantic Art Understanding with Multi-modal RetrievalLecture notes in computer science · 2019
- A Deep Learning Approach to Automatic Caption Generation for News ImagesAston Publications Explorer (Aston University) · 2019
- Asymmetric Spatio-Temporal Embeddings for Large-Scale Image-to-Video RetrievalAston Publications Explorer (Aston University) · 2018
- Neural Caption Generation for News Images2018
- How to Read Paintings: Semantic Art Understanding with Multi-Modal RetrievalarXiv (Cornell University) · 2018
- Dress Like a Star: Retrieving Fashion Products from Videos2017