Scholar
Nguyen Ho Minh Duy
Google Scholar ID: _NIyeykAAAAJ
PhD Candidate at Max Planck Research School for Intelligent Systems & DFKI
Citations & Impact
Citations
437
H-index
12
i10-index
15
Publications
20
Co-authors
20
list available
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Multiple papers accepted to NeurIPS 2025: ExGra-Med (data-efficient multimodal LLM for healthcare), Token Redundancy in 3D Point Cloud Transformers (90–95% computation reduction via token merging), and Over-Optimization in RLHF for LLM Post-Training
- MGPath accepted by Transactions on Machine Learning Research; preliminary version presented at ICLR 2025 Workshop
- Work on LLaMA-Adapter’s prompt learning accepted at ICML 2025
- Inductive Message Passing Network for Human-in-the-Loop Annotation of Mobile Eye Tracking Data published in Scientific Reports (Nature Portfolio)
- PiToMe accepted at NeurIPS 2024, proposing a spectrum-preserving token merging method for Transformers
- Paper on molecular conformer aggregation network accepted at ICML 2024
- Paper on accelerating transformers accepted as an oral presentation at ICLR 2024
- Paper on large-scale medical image pre-training using second-order graph matching accepted at NeurIPS 2023
- Proposed LoGra-Med, a novel pre-training algorithm incorporating multi-graph alignment for medical multimodal LLMs
- Introduced 'On Zero-Initialized Attention', explaining LLaMA-Adapter’s prompt learning through a Mixture of Experts (MoE) perspective
