Guanghui Wang

Researcher, Amazon

Joined

June 2025

Names

Guanghui Wang (Preferred)

Emails

****@amazon.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2019 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Prompt Optimization Is a Coin Flip: Diagnosing When It Helps in Compound AI Systems
Xing Zhang, Guanghui Wang, Yanwei CUI, Qucy Wei Qiu, Ziyuan Li, Bing Zhu, Peiyang He
- CTB@ICML 2026
- Readers: Everyone
Better Literary Translation: A Multi-Aspect Data Generation and LLM Training Approach
Zhihao Lin, Ziqi Zhu, Hao Huang, Guanghui Wang, Peiyang He
- ACL 2026 Industry Track Poster
- Readers: Everyone
Verified Multi-Agent Orchestration: A Plan-Execute-Verify-Replan Framework for Complex Query Resolution
Xing Zhang, Yanwei CUI, Guanghui Wang, Qucy Wei Qiu, Ziyuan Li, Fangwei Han, Yajing Huang, Hengzhi Qiu, Bing Zhu, Peiyang He
- MALGAI
- Readers: Everyone
Hindsight Preference Optimization for Financial Time Series Advisory
Yanwei CUI, Guanghui Wang, Xing Zhang, Peiyang He, Ziyuan Li, Bing Zhu, Qucy Wei Qiu, Xusheng WANG, Zheng Yu, Anqi Xin
- ICLR 2026 TSALM Workshop Poster
- Readers: Everyone
STED and Consistency Scoring: A Framework for Evaluating LLM Structured Output Reliability
Guanghui Wang, Jinze Yu, Xing Zhang, Dayuan jiang, Yin Song, Peiyang He, Xuefeng Liu, Tomal Deb
- SPIGM @ NeurIPS
- Readers: Everyone
GenAI-DrawIO-Creator: A Framework for Automated Diagram Generation
Jinze Yu, Dayuan jiang, Guanghui Wang, Xuefeng Liu
- KDD 2025 Workshop SciSocLLM
- Readers: Everyone

Co-Authors