2025 Poster "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

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

Coreset Selection via Reducible Loss in Continual Learning

Ruilin Tong, Yuhang Liu, Javen Qinfeng Shi et al.

ICLR 2025poster

dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation

Emanuele Zangrando, Sara Venturini, Francesco Rinaldi et al.

ICLR 2025poster

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

Andrew Lowy, Daogao Liu

NeurIPS 2025posterarXiv:2506.12994

Overcoming Lower-Level Constraints in Bilevel Optimization: A Novel Approach with Regularized Gap Functions

Wei Yao, Haian Yin, Shangzhi Zeng et al.

ICLR 2025posterarXiv:2406.01992

PRDP: Progressively Refined Differentiable Physics

Kanishk Bhatia, Felix Koehler, Nils Thuerey

ICLR 2025posterarXiv:2502.19611

System Prompt Optimization with Meta-Learning

Yumin Choi, Jinheon Baek, Sung Ju Hwang

NeurIPS 2025posterarXiv:2505.09666