Dr Feng Liu
ARC DECRA Research Fellow
School of Computing and Information Systems
121 Scholarly works
13 Projects
HIGHLIGHTS
2024
Research grants (international)
Development of GPU-Optimized Data Protection Technology for Centralized and Federated Learning in AI
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
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
Journal article
Unified Attention Recurrent Neural Network for Bias Correction of MJO Prediction
DOI: 10.1029/2025MS0053592026
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