Selective Off-Policy Reference Tuning with Plan Guidance
Duc Anh Le, Tien-Phat Nguyen, Thien Huu Nguyen, Linh Ngo Van, Trung Le
arXiv preprint arXiv:2605.12339
Publications
Papers & preprints
2026
BSO: Safety Alignment Is Density Ratio Matching
Tien-Phat Nguyen, Truong Nguyen, Thin Nguyen, Duy Minh Ho Nguyen, Ngoc-Thanh Dinh, Trung Le
arXiv preprint arXiv:2605.12339
Spectral Flattening Is All Muon Needs: How Orthogonalization Controls Learning Rate and Convergence
Tien-Phat Nguyen, Truong Nguyen, Minh-Phuc Truong, Tuc Nguyen, James Bailey, Trung Le
arXiv preprint arXiv:2605.13079
Spectral Flattening Is All Muon Needs: How Orthogonalization Controls Learning Rate and Convergence
Tien-Phat Nguyen, Truong Nguyen, Minh-Phuc Truong, Tuc Nguyen, James Bailey, Trung Le
arXiv preprint arXiv:2605.13079
2025
Trustworthy Reasoning in Large Language Models
Jane Doe, Minh Tran, Alex Kim
NeurIPS 2025 Oral
2024
A Benchmark for Robust Visual Understanding
Minh Tran, Sara Lopez
Journal of Machine Learning Research