2025 Poster "zeroth-order optimization" Papers

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CONGO: Compressive Online Gradient Optimization

Jeremy Carleton, Prathik Vijaykumar, Divyanshu Saxena et al.

ICLR 2025posterarXiv:2407.06325

PseuZO: Pseudo-Zeroth-Order Algorithm for Training Deep Neural Networks

Pengyun Yue, Xuanlin Yang, Mingqing Xiao et al.

NeurIPS 2025poster

SECA: Semantically Equivalent and Coherent Attacks for Eliciting LLM Hallucinations

Buyun Liang, Liangzu Peng, Jinqi Luo et al.

NeurIPS 2025posterarXiv:2510.04398

Second-Order Fine-Tuning without Pain for LLMs: A Hessian Informed Zeroth-Order Optimizer

Yanjun Zhao, Sizhe Dang, Haishan Ye et al.

ICLR 2025poster

Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning

Yong Liu, Zirui Zhu, Chaoyu Gong et al.

NeurIPS 2025posterarXiv:2402.15751

Stochastic Regret Guarantees for Online Zeroth- and First-Order Bilevel Optimization

Parvin Nazari, Bojian Hou, Davoud Ataee Tarzanagh et al.

NeurIPS 2025posterarXiv:2511.01126