Yu-Neng Chuang

PhD student, Computer Science, Rice University

Joined

May 2022

Names

Yu-Neng Chuang (Preferred)

Emails

****@rice.edu (Confirmed)

Personal Links

DBLP

ACL Anthology

Career & Education History

PhD student

Computer Science, Rice University (rice.edu)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Xia Hu

2021 – Present

Expertise

No areas of expertise listed

Publications

The LLM Data Auditor: A Metric-oriented Survey on Quality and Trustworthiness in Evaluating Synthetic Data
Kaituo Zhang, Mingzhi Hu, Hoang Anh Duy Le, Fariha Kabir Torsha, Zhimeng Jiang, Minh Khai Bui, Chia-Yuan Chang, Yu-Neng Chuang, Zhen Xiong, Ying Lin, Guanchu Wang, Na Zou
- OpenReview Archive Direct Upload
- Readers: Everyone
DTS: Enhancing Large Reasoning Models via Decoding Tree Sketching
Zicheng Xu, Guanchu Wang, Yu-Neng Chuang, Guangyao Zheng, Alex Szalay, Zirui Liu, Vladimir Braverman
- NeurIPS 2025 ER Workshop
- Readers: Everyone
From Self-Inconsistency to Stability: Achieving Order Invariant In-Context Learning
Mingyu Zhong, Yu-Neng Chuang, Kaituo Zhang, Guanchu Wang, Yang Sui, Na Zou
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Who Routes the Router: Rethinking the Evaluation of LLM Routing Systems
Jiayi Yuan, Yifan Lu, Rixin Liu, Yu-Neng Chuang, Hongyi Liu, Shaochen Zhong, Yang Sui, Guanchu Wang, Jiarong Xing, Xia Hu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Get the GIST of Graphs with Intersection Signature
Hoang Anh Duy Le, Shaochen Zhong, Jerry Xiao, Jiamu Zhang, Yu-Neng Chuang, Li Li, Rui Chen, Shuai Xu, Zirui Liu, Kaixiong Zhou, Ning Xie, Vipin Chaudhary, Xia Hu, Zhaozhuo Xu
- Submitted to ICLR 2026
- Readers: Everyone
FAFO: Lossy KV Cache Compression for Lossless Inference Acceleration via Draftless Fumble Decoding
Hoang Anh Duy Le, Shaochen Zhong, Yifan Lu, Yingtong Dou, Jiayi Yuan, Yu-Neng Chuang, Xiran Fan, Guanchu Wang, Yuzhong Chen, Xia Hu
- Submitted to ICLR 2026
- Readers: Everyone
AutoL2S: Auto Long-Short Reasoning for Efficient Large Language Models
Feng Luo, Yu-Neng Chuang, Guanchu Wang, Hoang Anh Duy Le, Shaochen Zhong, Hongyi Liu, Jiayi Yuan, Yang Sui, Vladimir Braverman, Vipin Chaudhary, Xia Hu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Confident or Seek Stronger: Exploring Uncertainty-Based Small LM Routing From Benchmarking to Generalization
Yu-Neng Chuang, Leisheng Yu, Guanchu Wang, Lizhe Zhang, Ling Chang, Hongyi Liu, Zirui Liu, Xuanting Cai, Yang Sui, Vladimir Braverman, Xia Hu
- NeurIPS 2025 LLM Evaluation Workshop Poster
- Readers: Everyone
Who Routes the Router: Rethinking the Evaluation of LLM Routing Systems
Jiayi Yuan, Yifan Lu, Rixin Liu, Yu-Neng Chuang, Hongyi Liu, Shaochen Zhong, Yang Sui, Guanchu Wang, Jiarong Xing, Xia Hu
- NeurIPS 2025 LLM Evaluation Workshop Poster
- Readers: Everyone
AutoL2S: Auto Long-Short Reasoning for Efficient Large Language Models
Feng Luo, Yu-Neng Chuang, Guanchu Wang, Hoang Anh Duy Le, Shaochen Zhong, Hongyi Liu, Jiayi Yuan, Yang Sui, Vladimir Braverman, Vipin Chaudhary, Xia Hu
- NeurIPS 2025 ER Workshop
- Readers: Everyone

View all 29 publications

Co-Authors

View all 79 co-authors