NeurIPS "bilevel optimization" Papers

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Adaptive Algorithms with Sharp Convergence Rates for Stochastic Hierarchical Optimization

Xiaochuan Gong, Jie Hao, Mingrui Liu

NeurIPS 2025posterarXiv:2509.15399

Adaptive Neighborhood-Constrained Q Learning for Offline Reinforcement Learning

Yixiu Mao, Yun Qu, Qi Wang et al.

NeurIPS 2025spotlightarXiv:2511.02567

A Single-Loop Gradient Algorithm for Pessimistic Bilevel Optimization via Smooth Approximation

Qichao Cao, Shangzhi Zeng, Jin Zhang

NeurIPS 2025posterarXiv:2509.26240

Bilevel ZOFO: Efficient LLM Fine-Tuning and Meta-Training

Reza Shirkavand, Peiran Yu, Qi He et al.

NeurIPS 2025posterarXiv:2502.03604

Conditional Gradient Methods with Standard LMO for Stochastic Simple Bilevel Optimization

Khanh-Hung (Bruce) Giang-Tran, Soroosh Shafiee, Nam Ho-Nguyen

NeurIPS 2025posterarXiv:2505.18037

Differentially Private Bilevel Optimization: Efficient Algorithms with Near-Optimal Rates

Andrew Lowy, Daogao Liu

NeurIPS 2025posterarXiv:2506.12994

Set Smoothness Unlocks Clarke Hyper-stationarity in Bilevel Optimization

He Chen, Jiajin Li, Anthony Man-Cho So

NeurIPS 2025spotlightarXiv:2506.04587

System Prompt Optimization with Meta-Learning

Yumin Choi, Jinheon Baek, Sung Ju Hwang

NeurIPS 2025posterarXiv:2505.09666