PaperHub
影响力指数
89.98/100
前 0.6%
全站排名 #376
发表论文40 篇
平均评分5.1
年均产出13.3 篇/年

Dinh Phung

Full Professor@Monash University·澳大利亚·OpenReview
研究方向

topic models · Bayesian nonparametrics · GAN · network analysis · embedding · optimal transport for machine learning · deep generative models

5.5
21

G-reasoner: Foundation Models for Unified Reasoning over Graph-structured Knowledge

ICLR 2026Poster
5.0
33

Align-SAM: Seeking Flatter Minima for Better Cross-Subset Alignment

ICLR 2026Poster
5.0
16

Sharpness-Aware Minimization in Logit Space Efficiently Enhances Direct Preference Optimization

ICLR 2026Poster
4.7
12

Beyond Uniformity: Sample and Frequency Meta Weighting for Post-Training Quantization of Diffusion Models

ICLR 2026Poster
4.5
19

Mitigating Semantic Collapse in Generative Personalization with Test-Time Embedding Adjustment

ICLR 2026Poster
通讯
4.4
12

K-Gen: Unlocking High-Resolution Data-Free Knowledge Distillation via Key Region Generation

ICLR 2026Rejected
通讯
4.0
5

Reflecting and Linking knowledge: Dynamic Label Structures for Prompt-based Continual Learning

ICLR 2026Withdrawn
3.5
5

Unlearn In a Blink

ICLR 2026Withdrawn
3.0
6

STAR: Next-Scaled Autoregressive Model for Time Series Forecasting

ICLR 2026Desk Rejected
7.8
22

Unbiased Sliced Wasserstein Kernels for High-Quality Audio Captioning

NeurIPS 2025Poster
三作
7.8
7

Improving Generalization with Flat Hilbert Bayesian Inference

ICML 2025Poster
7.5
16

PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction

ICLR 2025Spotlight
通讯
7.3
19

GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation

NeurIPS 2025Poster
6.8
18

Unveiling m-Sharpness Through the Structure of Stochastic Gradient Noise

NeurIPS 2025Poster
三作
6.8
34

Geometry-Aware Collaborative Multi-Solutions Optimizer for Model Fine-Tuning with Parameter Efficiency

NeurIPS 2025Poster
通讯
6.3
25

Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them

ICLR 2025Poster
通讯
6.3
15

Improving Table Understanding with LLMs and Entity-Oriented Search

COLM 2025Poster
三作
6.3
21

Improving Generalization with Flat Hilbert Bayesian Inference

ICLR 2025Rejected
6.1
15

Promoting Ensemble Diversity with Interactive Bayesian Distributional Robustness for Fine-tuning Foundation Models

ICML 2025Poster
5.8
25

Boosting Multiple Views for pretrained-based Continual Learning

ICLR 2025Poster
5.3
5

Exploiting Hierarchical Taxonomies in Pretrained Continual Learning

ICLR 2025Withdrawn
5.0
36

ACUS: Audio Captioning with Unbiased Sliced Wasserstein Kernel

ICLR 2025Rejected
三作
4.8
14

Optimization on Manifolds with Riemannian Jacobian Regularization

ICLR 2025Rejected
4.0
5

SUN: Training-free Machine Unlearning via Subspace

ICLR 2025Withdrawn
4.0
5

Unified Perspectives on Signal-to-Noise Diffusion Models

ICLR 2025Withdrawn
通讯
3.8
31

Understanding Domain Generalization: A View of Necessity and Sufficiency

ICLR 2025Rejected
通讯
3.5
5

Neural Topic Modeling with Large Language Models in the Loop

ICLR 2025Withdrawn
3.0
5

Agnostic Sharpness-Aware Minimization

ICLR 2025Withdrawn
-1

Unified Deep Discrete Representation Learning Framework

ICLR 2025Withdrawn
合作者 (20)