Yunwen Lei

9 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

AAAI ×3 NeurIPS ×2 ECML-PKDD ×1 ICLR ×1 ICML ×1 UAI ×1

Frequent coauthors

Antoine Ledent

×2

Sijia Zhou

×2

Ata Kabán

×2

Yiming Ying

×2

Nong Minh Hieu

×1

Cheng Yeaw Ku

×1

Rodrigo Alves

×1

Bokun Wang

×1

Tianbao Yang

×1

Yuanfan Li

×1

Zheng-Chu Guo

×1

Shuang Zeng

×1

Papers

Generalization Analysis for Deep Contrastive Representation Learning
AAAI 2025 ·
Nong Minh Hieu
,
Antoine Ledent
, Yunwen Lei,
Cheng Yeaw Ku
Generalization Bounds for Rank-sparse Neural Networks
NeurIPS 2025 ·
Antoine Ledent
,
Rodrigo Alves
, Yunwen Lei
Learning to Sample in Stochastic Optimization
UAI 2025 ·
Sijia Zhou
, Yunwen Lei,
Ata Kabán
On Discriminative Probabilistic Modeling for Self-Supervised Representation Learning
ICLR 2025 ·
Bokun Wang
, Yunwen Lei,
Yiming Ying
,
Tianbao Yang
Optimal Rates for Generalization of Gradient Descent for Deep ReLU Classification
NeurIPS 2025 ·
Yuanfan Li
, Yunwen Lei,
Zheng-Chu Guo
,
Yiming Ying
Stability and Generalization Analysis of Decentralized SGD: Sharper Bounds Beyond Lipschitzness and Smoothness
ICML 2025 ·
Shuang Zeng
, Yunwen Lei
Stability-based Generalization Analysis of Randomized Coordinate Descent for Pairwise Learning
AAAI 2025 ·
Liang Wu
,
Ruixi Hu
, Yunwen Lei
Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems
AAAI 2024 ·
Jintao Song
,
Wenqi Lu
, Yunwen Lei,
Yuchao Tang
,
Zhenkuan Pan
,
Jinming Duan
Self-certified Tuple-Wise Deep Learning
ECML-PKDD 2024 ·
Sijia Zhou
, Yunwen Lei,
Ata Kabán