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Stefano Ermon

ICML 2026×5代码社会与人本理论与学习动力学安全检索与知识

新星分资深

28

一作贡献0

核心/参与15

方向广度10

合作网络9

0 一作 · 5 篇 · ICML 2026

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2026 顶会论文

5

作者位次 #6/7ICML 2026Poster· Deep Learning / Generative Models and Autoencoders

G2D2: Gradient-Guided Discrete Diffusion for Inverse Problem Solving

Naoki Murata · Chieh-Hsin Lai · Yuhta Takida · Toshimitsu Uesaka · Bac Nguyen · Stefano Ermon · Yuki Mitsufuji

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

Mitigating Bias in Locally Constrained Decoding via Tractable Proposals

Meihua Dang · Linxin Song · Honghua Zhang · Jieyu Zhao · Guy Van den Broeck · Stefano Ermon

代码社会与人本OpenReview

作者位次 #4/4ICML 2026Poster· Probabilistic Methods / Monte Carlo and Sampling Methods

Generalizing Stochastic Smoothing for Differentiation and Gradient Estimation

Felix Petersen · Christian Borgelt · Aashwin Mishra · Stefano Ermon

理论与学习动力学OpenReview

作者位次 #6/7ICML 2026Poster· Deep Learning / Generative Models and Autoencoders

GUDA: Counterfactual Group-wise Training Data Attribution for Diffusion Models via Unlearning

Naoki Murata · Yuhta Takida · Chieh-Hsin Lai · Toshimitsu Uesaka · Bac Nguyen · Stefano Ermon · Yuki Mitsufuji

安全检索与知识OpenReview

作者位次 #4/5ICML 2026Poster· Deep Learning / Large Language Models

Diffusion Language Model Parallel Decoding via Product-of-Experts Bridge

Juntong Shi · Brian Trippe · Jure Leskovec · Stefano Ermon · Minkai Xu

代码长上下文与架构OpenReview

常见合作者

NMNaoki Murata×2 CLChieh-Hsin Lai×2 YTYuhta Takida×2 TUToshimitsu Uesaka×2 BNBac Nguyen×2 YMYuki Mitsufuji×2 MDMeihua Dang LSLinxin Song HZHonghua Zhang JZJieyu Zhao GBGuy Van den Broeck FPFelix Petersen