Xuelin Zhang

5 papers · 2022–2025 · 4 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 (15) 🐣 Hot Topic Early Bird

Venues

AAAI (2) CVPR (1) ICML (1) IJCAI (1)

Top co-authors

Hong Chen (3) Feng Zheng (2) Zongyuan Ge (2) Shekhar S. Chandra (1) Xin Tang (1) Bin Gu (1) Zhen Yu (1) Weifu Li (1) Jingxuan Liang (1) Paul Bonnington (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Core AI (3) Core Methods (3) Optimization & Theory (3) Deep Learning (1) Healthcare & Medicine (1) Natural Language Processing (1) Clinical (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Resources & Methods (1)

Keywords

statistical learning (1) contrastive learning (1) stochastic gradient descent (1) false discovery rate (1) feature selection (1) medical imaging (1) neural architecture search (1) pretraining (1) feature space (1) algorithmic stability (1) rademacher complexity (1) high-dimensional regression (1) generalization ability (1) concept learning (1) regularization parameter (1) convergence guarantee (1) variational autoencoder (1) next-token prediction (1) generalization gap (1) open-set recognition (1)

Papers

On the Generalization Ability of Next-Token-Prediction Pretraining ICML 2025 Fine-grained Analysis of Stability and Generalization for Stochastic Bilevel Optimization IJCAI 2024 Stepdown SLOPE for Controlled Feature Selection AAAI 2023 Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision CVPR 2023 Learning Network Architecture for Open-Set Recognition AAAI 2022