Dr Feng Liu
ARC DECRA Research Fellow
School of Computing and Information Systems
119 Scholarly works
12 Projects
HIGHLIGHTS
2024
Research contracts (non-grants)
Data61 PhD Scholarship: Securing Generative AI for Digital Trust
2024
Research grants (ARC, NHMRC, MRFF)
Trustworthy Hypothesis Transfer Learning
2023
Research grants (ARC, NHMRC, MRFF)
Advanced Machine Learning With Bilevel Optimisation
2023
Journal article
Semi-Supervised Heterogeneous Domain Adaptation: Theory and Algorithms
DOI: 10.1109/TPAMI.2022.31462342022
Journal article
Learning From a Complementary-Label Source Domain: Theory and Algorithms
DOI: 10.1109/TNNLS.2021.30860932021
Journal article
Multisource Heterogeneous Unsupervised Domain Adaptation via Fuzzy Relation Neural Networks
DOI: 10.1109/TFUZZ.2020.30181912021
Journal article
Open Set Domain Adaptation: Theoretical Bound and Algorithm
DOI: 10.1109/TNNLS.2020.3017213
RECENT SCHOLARLY WORKS
2026
Conference Proceedings
Trustworthy Foundation Models for Web Intelligence: Causal Perspectives and Challenges
DOI: 10.1145/3774905.37958312026
Conference Proceedings
From Newborn to Impact: Bias-Aware Citation Prediction
DOI: 10.1145/3774904.37927022026
Journal article
AI-driven exploration and design of inorganic battery materials
DOI: 10.1016/j.rser.2025.1166332026
Journal article
Learning Representations for Independence Testing
2026
Journal article
Cross-domain Few-shot Classification via Invariant-content Feature Reconstruction
DOI: 10.1007/s11263-025-02601-52026
Journal article
Semantic-aware Adversarial Fine-tuning for CLIP
2026
Journal article
Let’s Roll a BiFTA: Bi-refinement for Fine-grained Text-visual Alignment in Vision-Language Models
2026
Journal article
Generalising Traffic Forecasting to Regions Without Traffic Observations
DOI: 10.1609/aaai.v40i18.38607