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全站排名 #1,114

发表论文15 篇

平均评分5.9

年均产出5.0 篇/年

Bruno Ribeiro

Associate Professor@Purdue University·美国·OpenReview

研究方向

representation learning · learning representation invariances (sets · graphs · etc.) · relational learning · graph machine learning

Bridging Input Feature Spaces Towards Graph Foundation Models

ICLR 2026Poster

Membership Inference Attacks Against Fine-tuned Diffusion Language Models

ICLR 2026Poster

Ori: Capturing Gradient Subspace Drift via Streaming $k$-PCA for Very Low-Rank LLM Training

ICLR 2026Desk Rejected

Differentiable Constraint-Based Causal Discovery

NeurIPS 2025Poster

Holographic Node Representations: Pre-training Task-Agnostic Node Embeddings

ICLR 2025Poster

Zero-Shot Generalization of GNNs over Distinct Attribute Domains

ICML 2025Poster

Zero-Shot Generalization of GNNs over Distinct Attribute Domains

ICLR 2025Rejected

Over 100x Speedup in Relational Deep Learning via Static GNNs and Tabular Distillation

ICLR 2025Rejected

合作者 (20)

Beatrice Bevilacqua

Joshua Robinson

Charilaos Kanatsoulis