Demo Data from EDBT 2026 / reviewers in the wild / expert
Quoc Phong Dao
dblp:436/9949
· DBLP profile ↗
3ranked-venue papers
2as first author
3since 2021 · last 2026
0009-0004-6071-0052ORCID · reported
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 3 · 2 first-author · 3 since 2021
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Artificial intelligence
3 papers |
Efficient and distributed learning · 81% Reinforcement learning · 12% Vision and language · 4% |
Topics — the 8 heaviest of 8, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Efficient and distributed learning › model compression
knowledge distillation |
3.0 | 3 | 2026 | TALAS: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding Distillation · ACL (1) 2026 SRA: Span Representation Alignment for Large Language Model Distillation · ACL (1) 2026 MTA: Multi-Granular Trajectory Alignment for Large Language Model Distillation · ACL (1) 2026 |
Machine learning › Efficient and distributed learning › model compression › knowledge distillation
LLM distillation |
1.3 | 2 | 2026 | MTA: Multi-Granular Trajectory Alignment for Large Language Model Distillation · ACL (1) 2026 SRA: Span Representation Alignment for Large Language Model Distillation · ACL (1) 2026 |
Machine learning › Efficient and distributed learning › distillation
embedding distillation |
1.0 | 1 | 2026 | TALAS: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding Distillation · ACL (1) 2026 |
Machine learning › Efficient and distributed learning
model compression |
1.0 | 1 | 2026 | MTA: Multi-Granular Trajectory Alignment for Large Language Model Distillation · ACL (1) 2026 |
Machine learning › Reinforcement learning
trajectory alignment |
1.0 | 1 | 2026 | MTA: Multi-Granular Trajectory Alignment for Large Language Model Distillation · ACL (1) 2026 |
Machine learning › Efficient and distributed learning › model compression › knowledge distillation
model distillation |
0.6 | 2 | 2026 | TALAS: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding Distillation · ACL (1) 2026 SRA: Span Representation Alignment for Large Language Model Distillation · ACL (1) 2026 |
Machine learning › Representation and self-supervised learning › representation matching › feature alignment
layer alignment |
0.3 | 1 | 2026 | TALAS: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding Distillation · ACL (1) 2026 |
Computer vision › Vision and language › cross-modal alignment
multi-grained alignment |
0.3 | 1 | 2026 | MTA: Multi-Granular Trajectory Alignment for Large Language Model Distillation · ACL (1) 2026 |
Methods — techniques the papers use, named apart from their topics
trajectory alignment · 1.0sharpness-aware minimization · 1.0knowledge distillation · 1.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | MTA: Multi-Granular Trajectory Alignment for Large Language Model DistillationabstractPham Khanh Chi, Quoc Phong Dao, Thuat Nguyen, Linh Ngo Van, Trung Le, Thanh Hong Nguyen. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026. Pham Khanh Chi, Quoc Phong Dao, Thuat Nguyen, Ngo Van Linh 0001, Trung Le 0001, Thanh Hong Nguyen |
ACL (1) | 2 |
| 2026 | SRA: Span Representation Alignment for Large Language Model DistillationabstractQuoc Phong Dao, Hoang Son Nguyen, Pham Khanh Chi, Tung Nguyen, Linh Ngo Van, Nguyen Thi Ngoc Diep, Trung Le. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026. Quoc Phong Dao, Hoang Son Nguyen, Pham Khanh Chi, Ngo Van Linh 0001, Nguyen Thi Ngoc Diep, Trung Le 0001 |
ACL (1) | 1 |
| 2026 | TALAS: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding DistillationabstractQuoc Phong Dao, Hoang Son Nguyen, Pham Khanh Chi, Linh Ngo Van, Nguyen Thi Ngoc Diep, Thien Huu Nguyen, Trung Le. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026. Quoc Phong Dao, Hoang Son Nguyen, Pham Khanh Chi, Ngo Van Linh 0001, Nguyen Thi Ngoc Diep, Thien Huu Nguyen, Trung Le 0001 |
ACL (1) | 1 |