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Feng Liu

ICML 2026×7多模态数据与预训练安全可解释性社会与人本

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0 一作 · 7 篇 · ICML 2026

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2026 顶会论文

7

作者位次 #4/4ICML 2026Poster· General Machine Learning / Kernel methods

LOTTERY: Learning from Reference-Only Samples in Two-Sample Testing under Size Asymmetry

Xunye Tian · Zhijian Zhou · Liuhua Peng · Feng Liu

作者位次 #5/5ICML 2026Poster· General Machine Learning / Kernel methods

Are Two Datasets Close Enough With Statistical Significance? A Kernel Distributional Closeness Testing Approach

Zhijian Zhou · Liuhua Peng · Xunye Tian · Mingming Gong · Feng Liu

数据与预训练OpenReview

作者位次 #3/7ICML 2026Poster· Deep Learning / Robustness

Semantic Robustness Certification for Vision-Language Models

Peiyu Yang · Paul MONTAGUE · Feng Liu · Andrew C. Cullen · Amar Kaur · Christopher Leckie · Sarah Erfani

多模态OpenReview

作者位次 #4/4ICML 2026Poster· General Machine Learning / Sequential, Network, and Time Series Modeling

Once-for-All: Scalable Simultaneous Forecasting via Equilibrium State Estimation

Beinan Xu · Andy Song · Jiti Gao · Feng Liu

作者位次 #4/6ICML 2026Poster· Deep Learning / Large Language Models

Zero-source LLM Hallucination Detection with Human-like Criteria Probing

Jiahao Yang · Shuhai Zhang · Hailong Kang · Feng Liu · Qi Chen · Mingkui Tan

安全可解释性社会与人本OpenReview

作者位次 #2/4ICML 2026Poster· Deep Learning / Robustness

TRACER: Persistent Regularization for Robust Multimodal Finetuning

Hesam Asadollahzadeh · Feng Liu · Christopher Leckie · Sarah Erfani

多模态OpenReview

作者位次 #3/6ICML 2026Poster· General Machine Learning / Supervised Learning

FedReLa: Imbalanced Federated Learning via Re-Labeling

Guangzheng Hu · Patricia Menendez Galvan · Feng Liu · Mingming Gong · Guanghui Wang · Liuhua Peng

常见合作者

LPLiuhua Peng×3 XTXunye Tian×2 ZZZhijian Zhou×2 MGMingming Gong×2 CLChristopher Leckie×2 SESarah Erfani×2 PYPeiyu Yang PMPaul MONTAGUE ACAndrew C. Cullen AKAmar Kaur BXBeinan Xu ASAndy Song