Trung Le
Scholar

Trung Le

Google Scholar ID: gysdMxwAAAAJ
Faculty of Information Technology, Monash University, Australia
Adversarial Machine LearningGenerative ModelsModel UnlearningModel EditingOptimal Transport
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Citations & Impact
All-time
Citations
3,507
 
H-index
28
 
i10-index
65
 
Publications
20
 
Co-authors
37
list available
Contact
No contact links provided.
Publications
55 items
TALAS: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding Distillation
2026
Cited
0
Finetuning Vision-Language-Action Models Requires Fewer Layers Than You Think
2026
Cited
0
Self-Improving VLA Policies: Selected Diffusion Noise for Spurious-Robust Action Smoothing
2026
Cited
0
FOGO: Forgetting-aware Orthogonalization Optimizer
2026
Cited
0
Spectral Flattening Is All Muon Needs: How Orthogonalization Controls Learning Rate and Convergence
2026
Cited
0
Selective Off-Policy Reference Tuning with Plan Guidance
2026
Cited
0
BSO: Safety Alignment Is Density Ratio Matching
2026
Cited
0
TokenRatio: Principled Token-Level Preference Optimization via Ratio Matching
2026
Cited
0
Resume (English only)
Co-authors
37 total
Dinh Phung
Dinh Phung
Professor, Monash University
Co-author 2
Co-author 2
Co-author 3
Co-author 3
He Zhao
He Zhao
CSIRO's Data61 and Monash University
Co-author 5
Co-author 5
Quan Hung Tran
Quan Hung Tran
Research Scientist - Adobe Research
Co-author 7
Co-author 7
Chakkrit (Kla) Tantithamthavorn
Chakkrit (Kla) Tantithamthavorn
Associate Professor (IEEE Senior Member, DECRA Fellow, JSPS Fellow), Monash University