Associate Professor, Director, AI4LIFE Institute, Hanoi University of Science and Technology.
Also published as: Nguyễn Phi Lê, Le Nguyen Phi
18 accepted papers at the ten venues since 2020: 15 in the official lists and 3 known only from personal pages, shown as +3 and tagged "unofficial" below. 11 accepted before 2026, 7 from 2026. ICLR: 9 submitted, 1 accepted, 8 rejected. Rejected and on record at other venues (public rejections and papers placed in Findings): CVPR 3.
Links
- Staff page: soict.hust.edu.vn/en/ph-d-nguyen-phi-le.html
- OpenReview profile (~Phi_Le_Nguyen2): openreview.net/profile?id=~Phi_Le_Nguyen2
- Staff page: ai4life.hust.edu.vn/lenp-2-2
- Homepage: users.soict.hust.edu.vn/lenp
- DBLP: dblp.org/pid/147/2816
- Google Scholar: scholar.google.com/citations?user=L_NKoQwAAAAJ
Co-authors
- Thanh Trung Huynh (VinUni): 4 papers
- Hieu Pham (VinUni): 3 papers
- Minh Do (VinUni): 1 paper
People on this site who share papers with this professor, accepted, rejected or workshop, with their institution today and the number of shared papers; see Researcher collaboration for the whole graph.
Google Scholar
A snapshot of the Google Scholar profile taken on 2026-10-02; it is not updated. Google Scholar counts every publication, not only the ten conferences.
| All | Since 2021 | |
|---|---|---|
| Citations | 3057 | 2909 |
| h-index | 25 | 23 |
| i10-index | 66 | 63 |
Submitted and accepted per year
Accepted papers per year by where the authors are
Each column is one year's accepted papers; grey papers are known only from announcements or personal pages.
Co-authors and topics
- 5.7 co-authors per paper on average, accepted or not (fewest on an accepted paper 2, most on any submission 13), 90 different co-authors over 29 papers.
- 4.2 foreign co-authors per paper on average: co-authors whose affiliation on the paper is outside Vietnam.
- 60 different co-authors are at another university or institution than HUST (54 abroad, 6 in Vietnam).
- The last two figures use the 18 of 29 papers whose list prints an affiliation for each author.
- 6 topics in 4 areas, from the conference's own label on 6 of 29 papers: Deep Learning (2), General Machine Learning (2), Optimization (1), Social Aspects (1).
| Topic area | Topic | Papers |
|---|---|---|
| Deep Learning | Algorithms | 1 |
| Deep Learning | Generative Models and Autoencoders | 1 |
| General Machine Learning | Everything Else | 1 |
| General Machine Learning | General Machine Learning Techniques | 1 |
| Optimization | Zero-order and Black-box Optimization | 1 |
| Social Aspects | Accountability, Transparency and Interpretability | 1 |
Accepted papers (18)
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NeurIPS 2026unofficial
CoupledFlow: One-Step Neural Operators for Coupled Multi-Physics PDEs
Unofficial: name and affiliation; in the NeurIPS 2026 list, not yet confirmable on OpenReview.
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NeurIPS 2026unofficial
MAGE: Towards Generalizable Multi-timescale EEG Representations
Unofficial: name, and listed on their own page; in the NeurIPS 2026 list, not yet confirmable on OpenReview.
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NeurIPS 2026unofficial
Nonparametric Distribution Matching for Self-Supervised Whole-Slide Image Condensation
Unofficial: name, and listed on their own page; in the NeurIPS 2026 list, not yet confirmable on OpenReview.
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ICML 2026
Cross-Modal Knowledge Distillation without Paired Data: Theoretical Foundation and Algorithm
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CVPR 2026
Beyond the Global Scores: Fine-Grained Token Grounding as a Robust Detector of LVLM Hallucinations
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ECCV 2026
Back-Tracking from Clarity: Self-Learning to See Text from Afar
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ACL 2026
Region-Grounded Report Generation for 3D Medical Imaging: A Fine-Grained Dataset and Graph-Enhanced Framework
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ICLR 2025
NeurFlow: Interpreting Neural Networks through Neuron Groups and Functional Interactions
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NeurIPS 2025
Learning Reconfigurable Representations for Multimodal Federated Learning with Missing Data
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NeurIPS 2025spotlight
ROOT: Rethinking Offline Optimization as Distributional Translation via Probabilistic Bridge
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ICCV 2025
ConstStyle: Robust Domain Generalization with Unified Style Transformation
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ICCV 2025
Federated Prompt-Tuning with Heterogeneous and Incomplete Multimodal Client Data
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ICCV 2025
Region-Level Data Attribution for Text-to-Image Generative Models
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ICCV 2025highlight
Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding
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IJCAI 2025
Localizing Before Answering: A Benchmark for Grounded Medical Visual Question Answering
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NeurIPS 2024
Incorporating Surrogate Gradient Norm to Improve Offline Optimization Techniques
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ICML 2024
Boosting Offline Optimizers with Surrogate Sensitivity
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EMNLP 2024
CARER - ClinicAl Reasoning-Enhanced Representation for Temporal Health Risk Prediction
Rejected (11)
Submissions that were not accepted.
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ICLR 2026, rejected
A Multi-Institutional Multimodal EEG Benchmark for Foundation Model Generalization and Early Neurological Diagnosis
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ICLR 2026, rejected
Diffusion-Inspired Reconfiguration of Transformers for Uncertainty Quantification
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ICLR 2026, rejected
Nonparametric Unsupervised Data Condensation for Gigapixel Histological Images
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ICLR 2026, rejected
STELAR: Dual-space training EEG Foundation Models for Transferable Representations
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CVPR 2026 · Findings, rejected
Dual Strategies for Test-Time Adaptation
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CVPR 2026 · Findings, rejected
Overthinking Causes Hallucination: Tracing Confounder Propagation in Vision Language Models
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CVPR 2026 · Findings, rejected
Phantasia: Context-Adaptive Backdoors in Vision Language Models
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ICLR 2025, rejected
Causal Graph Learning via Distributional Invariance of Cause-Effect Relationship
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ICLR 2025, rejected
FROM LOW TO HIGH-VALUE DESIGNS: OFFLINE OPTIMIZATION VIA GENERALIZED DIFFUSION
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ICLR 2024, rejected
Enriching Time Series Representation: Integrating a Noise-Resilient Sampling Strategy with an Efficient Encoder Architecture
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ICLR 2024, rejected
SENSITIVITY-INFORMED REGULARIZATION FOR OFFLINE BLACK-BOX OPTIMIZATION
Not main track (1)
Datasets & Benchmarks, journal and other tracks, which the site does not count.
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NeurIPS 2025
Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation
Not counted: Datasets & Benchmarks track.
Workshop papers (5)
Workshop papers found on OpenReview and papers placed in Findings, for reference; not counted, except that a Findings paper counts as a main-track rejection (see About).
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ICLR 2026 · workshop TSALM
Balanced Latent Semantics and Signal Fidelity for EEG representation learning
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ICML 2026 · workshop SPIGM
Nonparametric Distribution Matching for Self-Supervised Whole-Slide Image Condensation
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CVPR 2026 · Findings
Dual Strategies for Test-Time Adaptation
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CVPR 2026 · Findings
Overthinking Causes Hallucination: Tracing Confounder Propagation in Vision Language Models
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CVPR 2026 · Findings
Phantasia: Context-Adaptive Backdoors in Vision Language Models