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
51 items
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
LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models
2026
Cited
0
MTA: Multi-Granular Trajectory Alignment for Large Language Model Distillation
2026
Cited
0
MemORAI: Memory Organization and Retrieval via Adaptive Graph Intelligence for LLM Conversational Agents
2026
Cited
0
SRA: Span Representation Alignment for Large Language Model Distillation
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