Kai Tan

3 papers · 2023–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

NeurIPS (2) AAAI (1)

Top co-authors

Pierre C Bellec (2) Pierre C. Bellec (1) Min Cen (1) Hong Zhang (1) Helong Huang (1) Guowei Huang (1) Xingyue Quan (1)

Research topics

Machine Learning (2) Mathematics & Optimization (2) Core Methods (2) Optimization & Theory (2) Artificial Intelligence (1) Deep Learning (1) Core AI (1) Learning Types (1) Mathematics (1) Models (1) Optimization (1) Probability (1)

Keywords

stochastic gradient descent (1) robust regression (1) robotic manipulation (1) chain-of-thought reasoning (1) high-dimensional statistics (1) multinomial logistic regression (1) generalization error (1) maximum likelihood estimation (1) proximal algorithm (1) asymptotic normality (1) heavy-tailed error (1) proximal method (1) 3d spatial reasoning (1) ambiguous instruction (1) feature significance testing (1) pose-object graph (1)

Papers

GraphCoT-VLA: A 3D Spatial-Aware Reasoning Vision-Language-Action Model for Robotic Manipulation with Ambiguous Instructions AAAI 2026 Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression NeurIPS 2024 Multinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions NeurIPS 2023