Michael Shieh

According to our database, Michael Shieh authored at least 10 papers in 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MixEval-X: Any-to-Any Evaluations from Real-World Data Mixtures.

Jinjie Ni, Yifan Song, Deepanway Ghosal, Bo Li, David Junhao Zhang, Xiang Yue, Fuzhao Xue, Zian Zheng, Kaichen Zhang, Mahir Shah, Kabir Jain, Yang You, Michael Shieh

CoRR, 2024

CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases.

Xiangyan Liu, Bo Lan, Zhiyuan Hu, Yang Liu, Zhicheng Zhang, Fei Wang, Michael Shieh, Wenmeng Zhou

CoRR, 2024

Self-Evaluation as a Defense Against Adversarial Attacks on LLMs.

Hannah Brown, Leon Lin, Kenji Kawaguchi, Michael Shieh

CoRR, 2024

Single Character Perturbations Break LLM Alignment.

Leon Lin, Hannah Brown, Kenji Kawaguchi, Michael Shieh

CoRR, 2024

Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning.

Yuxi Xie, Anirudh Goyal, Wenyue Zheng, Min-Yen Kan, Timothy P. Lillicrap, Kenji Kawaguchi, Michael Shieh

CoRR, 2024

Accelerating Greedy Coordinate Gradient via Probe Sampling.

Yiran Zhao, Wenyue Zheng, Tianle Cai, Xuan Long Do, Kenji Kawaguchi, Anirudh Goyal, Michael Shieh

CoRR, 2024

Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models.

Hongfu Liu, Yuxi Xie, Ye Wang, Michael Shieh

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Reasoning Robustness of LLMs to Adversarial Typographical Errors.

Esther Gan, Yiran Zhao, Liying Cheng, Yancan Mao, Anirudh Goyal, Kenji Kawaguchi, Min-Yen Kan, Michael Shieh

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Prompt Optimization via Adversarial In-Context Learning.

Do Xuan Long, Yiran Zhao, Hannah Brown, Yuxi Xie, James Xu Zhao, Nancy F. Chen, Kenji Kawaguchi, Michael Shieh, Junxian He

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

InstructCoder: Instruction Tuning Large Language Models for Code Editing.

Kaixin Li, Qisheng Hu, James Xu Zhao, Hui Chen, Yuxi Xie, Tiedong Liu, Michael Shieh, Junxian He

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024