Yimeng Zeng

17 papers A* 3Journal 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adversarial Query Synthesis via Bayesian Optimization.
CoRR
Jeffrey Tao, Yimeng Zeng, Haydn Thomas Jones, Natalie Maus, Osbert Bastani, Jacob R. Gardner, Ryan Marcus
2026 J jnl
Purely Agentic Black-Box Optimization for Biological Design.
CoRR
Natalie Maus, Yimeng Zeng, Haydn Thomas Jones, Yining Huang, Gaurav Ng Goel, Alden Rose, Kyurae Kim, Hyun-Su Lee, Marcelo Der Torossian Torres, Fangping Wan, Cesar de la Fuente-Nunez, Mark Yatskar, Osbert Bastani, Jacob R. Gardner
2025 J jnl
Automated High-Level Code Optimization for Warehouse Performance.
IEEE Micro
Alexander Shypula, Aman Madaan, Yimeng Zeng, Uri Alon, Jacob R. Gardner, Milad Hashemi, Graham Neubig, Parthasarathy Ranganathan, Osbert Bastani, Amir Yazdanbakhsh
2025 J jnl
Covering Multiple Objectives with a Small Set of Solutions Using Bayesian Optimization.
CoRR
Natalie Maus, Kyurae Kim, Yimeng Zeng, Haydn Thomas Jones, Fangping Wan, Marcelo Der Torossian Torres, Cesar de la Fuente-Nunez, Jacob R. Gardner
2025 J jnl
Large Scale Multi-Task Bayesian Optimization with Large Language Models.
CoRR
Yimeng Zeng, Natalie Maus, Haydn Thomas Jones, Jeffrey Tao, Fangping Wan, Marcelo Der Torossian Torres, Cesar de la Fuente-Nunez, Ryan Marcus, Osbert Bastani, Jacob R. Gardner
2025 J jnl
Learned Offline Query Planning via Bayesian Optimization.
CoRR
Jeffrey Tao, Natalie Maus, Haydn Thomas Jones, Yimeng Zeng, Jacob R. Gardner, Ryan Marcus
2025 J jnl
Learned Offline Query Planning via Bayesian Optimization.
Proc. ACM Manag. Data
Jeffrey Tao, Natalie Maus, Haydn Thomas Jones, Yimeng Zeng, Jacob R. Gardner, Ryan Marcus
2025 A* conf
Zeroth-Order Fine-Tuning of LLMs with Transferable Static Sparsity.
ICLR
Wentao Guo, Jikai Long, Yimeng Zeng, Zirui Liu, Xinyu Yang, Yide Ran, Jacob R. Gardner, Osbert Bastani, Christopher De Sa, Xiaodong Yu, Beidi Chen, Zhaozhuo Xu
2024 J jnl
Generative Adversarial Bayesian Optimization for Surrogate Objectives.
CoRR
Michael S. Yao, Yimeng Zeng, Hamsa Bastani, Jacob R. Gardner, James C. Gee, Osbert Bastani
2024 A* conf
Generative Adversarial Model-Based Optimization via Source Critic Regularization.
NeurIPS
Michael S. Yao, Yimeng Zeng, Hamsa Bastani, Jacob R. Gardner, James C. Gee, Osbert Bastani
2024 J jnl
Improving Structural Diversity of Blackbox LLMs via Chain-of-Specification Prompting.
CoRR
Halley Young, Yimeng Zeng, Jacob R. Gardner, Osbert Bastani
2024 A* conf
Learning Performance-Improving Code Edits.
ICLR
Alexander Shypula, Aman Madaan, Yimeng Zeng, Uri Alon, Jacob R. Gardner, Yiming Yang, Milad Hashemi, Graham Neubig, Parthasarathy Ranganathan, Osbert Bastani, Amir Yazdanbakhsh
2024 J jnl
Zeroth-Order Fine-Tuning of LLMs with Extreme Sparsity.
CoRR
Wentao Guo, Jikai Long, Yimeng Zeng, Zirui Liu, Xinyu Yang, Yide Ran, Jacob R. Gardner, Osbert Bastani, Christopher De Sa, Xiaodong Yu, Beidi Chen, Zhaozhuo Xu
2023 J jnl
Inverse Protein Folding Using Deep Bayesian Optimization.
CoRR
Natalie Maus, Yimeng Zeng, Daniel Allen Anderson, Phillip M. Maffettone, Aaron Solomon, Peyton Greenside, Osbert Bastani, Jacob R. Gardner
2022 J jnl
A Novel Single-Arm Stapling Robot for Oral and Maxillofacial Surgery - Design and Verification.
IEEE Robotics Autom. Lett.
Jingtao Zhang, Wei Wang, Yueri Cai, Jian Li, Yimeng Zeng, Longrui Chen, Fusong Yuan, Zhenhua Ji, Yan Wang, Justyna Wyrwa
2022 J jnl
Cyclical Kernel Adaptive Metropolis.
CoRR
Jianan Canal Li, Yimeng Zeng, Wentao Guo
2021 J jnl
Dynamic integration and segregation of amygdala subregional functional circuits linking to physiological arousal.
NeuroImage
Yimeng Zeng, Fuxiang Tao, Zaixu Cui, Liyun Wu, Jiahua Xu, Wenshan Dong, Chao Liu, Zhi Yang, Shaozheng Qin