Publications

45 results for Yang Zhang

PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play
- - Wei Fang
  - Yang Zhang
  - et al.
- 2025
- ACL 2025
Paper
A Hitchhiker's Guide to Scaling Law Estimation
- - Leshem Choshen
  - Yang Zhang
  - et al.
- 2025
- ICML 2025
Conference paper
FICTITIOUS SYNTHETIC DATA CAN IMPROVE LLM FACTUALITY VIA PREREQUISITE LEARNING
- - Yujian Liu
  - Tommi Jaakkola
  - et al.
- 2025
- ICLR 2025
Conference paper
PLANNING ANYTHING WITH RIGOR: GENERAL-PURPOSE ZERO-SHOT PLANNING WITH LLM-BASED FORMALIZED PROGRAMMING
- - Yilun Hao
  - Yang Zhang
  - et al.
- 2025
- ICLR 2025
Conference paper
Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference
- - Jiabao Ji
  - Yujian Liu
  - et al.
- 2024
- NeurIPS 2024
Poster
Speech Self-Supervised Learning Using Diffusion Model Synthetic Data
- - Heting Gao
  - Kaizhi Qian
  - et al.
- 2024
- ICML 2024
Conference paper
Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling
- - Bairu Hou
  - Yujian Liu
  - et al.
- 2024
- ICML 2024
Conference paper
Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models
- - Yue Zhou
  - Yada Zhu
  - et al.
- 2024
- NAACL 2024
Conference paper
Advancing the Robustness of Large Language Models through Self-Denoised Smoothing
- - Jiabao Ji
  - Bairu Hou
  - et al.
- 2024
- NAACL 2024
Short paper
Correcting Diffusion Generation Through Resampling
- - Yujian Liu
  - Yang Zhang
  - et al.
- 2024
- CVPR 2024
Poster