影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
81.29/100
前 1.3%
全站排名 #812
发表论文16 篇
平均评分
年均产出5.3 篇/年
Tolga Birdal
研究方向
Topological Deep Learning · Geometric Machine Learning · Manifolds and Optimization · 3D Computer Vision · Computer Vision
20
On the Interaction of Compressibility and Adversarial Robustness
ICLR 2026Poster
通讯18
Stability, Complexity and Data-Dependent Worst-Case Generalization Bounds
ICLR 2026Rejected
22
HOG-Diff: Higher-Order Guided Diffusion for Graph Generation
ICLR 2026Poster
二作5
Encoding the LLM Vocabulary Bottleneck
ICLR 2026Withdrawn
12
From Data Statistics to Feature Geometry: How Correlations Shape Superposition
ICLR 2026Poster
13
Adversarial Attacks Leverage Interference Between Features in Superposition
ICLR 2026Rejected
通讯22
Copresheaf Topological Neural Networks: A Generalized Deep Learning Framework
NeurIPS 2025Poster
通讯22
Towards Dynamic 3D Reconstruction of Hand-Instrument Interaction in Ophthalmic Surgery
NeurIPS 2025Spotlight
22
Grokking at the Edge of Numerical Stability
ICLR 2025Poster
通讯22
Convex Formulations for Training Two-Layer ReLU Neural Networks
ICLR 2025Poster
二作21
Fractional Diffusion Bridge Models
NeurIPS 2025Poster