影响力指数

72.31/100

前 2.3%

全站排名 #1,461

发表论文17 篇

平均评分5.7

年均产出5.7 篇/年

Liuhua Peng

Associate Professor@University of Melbourne·澳大利亚·OpenReview

研究方向

Imbalanced learning · Extreme value theory · Uncertainty Quantification · Massive data analysis · High-dimensional data analysis

FedReLa: Imbalanced Federated Learning via Re-Labeling

ICLR 2026Rejected

A Kernel Distribution Closeness Testing

ICLR 2026Rejected

AggLCF: Aggregation Enhanced Localized Conformal Factuality for Large Language Models

ICLR 2026Withdrawn

DUAL: Learning Diverse Kernels for Aggregated Two-sample and Independence Testing

NeurIPS 2025Poster

Anchor-based Maximum Discrepancy for Relative Similarity Testing

NeurIPS 2025Poster

Balanced Active Inference

NeurIPS 2025Poster

Towards Accurate Time Series Forecasting via Implicit Decoding

NeurIPS 2025Poster

Learning Imbalanced Data with Beneficial Label Noise

ICML 2025Poster

Personalized Federated Conformal Prediction with Localization

NeurIPS 2025Poster

Extracting Rare Dependence Patterns via Adaptive Sample Reweighting

ICML 2025Poster

LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning

ICLR 2025Poster

A Kernel Distribution Closeness Testing

ICLR 2025Rejected

Learning Imbalanced Data with Beneficial Label Noise

ICLR 2025Rejected

Revisit Non-parametric Two-sample Testing as a Semi-supervised Learning Problem

ICLR 2025Rejected

Regularized Maximum Mean Discrepancy for Variable Selection

ICLR 2025Withdrawn

合作者 (20)