Yonghao Zhuang

PhD student, CMU, Carnegie Mellon University

Joined

May 2023

Names

Yonghao Zhuang (Preferred)

Emails

****@cmu.edu (Confirmed)

****@andrew.cmu.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

PhD student

CMU, Carnegie Mellon University (andrew.cmu.edu)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Eric Xing

2022 – Present

Expertise

No areas of expertise listed

Publications

Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective
Zhoujun Cheng, Shibo Hao, Tianyang Liu, Fan Zhou, Yutao Xie, Feng Yao, Yuexin Bian, Nilabjo Dey, Yonghao Zhuang, Yuheng Zha, Yi Gu, Kun Zhou, Yuqi Wang, Yuan Li, Richard Fan, Jianshu She, Chengqian Gao, Abulhair Saparov, Taylor W. Killian, Haonan Li et al. (4 additional authors not shown)
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Efficiently Scaling LLM Reasoning Programs with Certaindex
Yichao Fu, Junda Chen, Siqi Zhu, Zheyu Fu, Zhongdongming Dai, Yonghao Zhuang, Yian Ma, Aurick Qiao, Tajana Rosing, Ion Stoica, Hao Zhang
- NeurIPS 2025 poster
- Readers: Everyone
Reasoning Without Self-Doubt: More Efficient Chain-of-Thought Through Certainty Probing
Yichao Fu, Junda Chen, Yonghao Zhuang, Zheyu Fu, Ion Stoica, Hao Zhang
- ICLR 2025 FM-Wild Workshop
- Readers: Everyone
Mixture of Experts Enable Efficient and Effective Protein Understanding and Design
Ning Sun, Shuxian Zou, Tianhua Tao, Sazan Mahbub, Dian Li, Yonghao Zhuang, Hongyi Wang, Xingyi Cheng, Le Song, Eric P. Xing
- AIDrugX Spotlight
- Readers: Everyone
Scaling Dense Representations for Single Cell Gene Expression with Transcriptome-Scale Context
Nicholas Ho, Caleb Ellington, Jinyu Hou, Sohan Addagudi, Shentong Mo, Tianhua Tao, Dian Li, Yonghao Zhuang, Hongyi Wang, Xingyi Cheng, Le Song, Eric P. Xing
- AIDrugX Poster
- Readers: Everyone
A Large-Scale Foundation Model for RNA Function and Structure Prediction
Shuxian Zou, Tianhua Tao, Sazan Mahbub, Caleb Ellington, Robin Jonathan Algayres, Dian Li, Yonghao Zhuang, Hongyi Wang, Le Song, Eric P. Xing
- AIDrugX Spotlight
- Readers: Everyone
Accurate and General DNA Representations Emerge from Genome Foundation Models at Scale
Caleb Ellington, Ning Sun, Nicholas Ho, Tianhua Tao, Sazan Mahbub, Dian Li, Yonghao Zhuang, Hongyi Wang, Eric P. Xing, Le Song
- AIDrugX Poster
- Readers: Everyone
Scaling Long Context Training Data by Long-Distance Referrals
Yonghao Zhuang, Lanxiang Hu, Longfei Yun, Souvik Kundu, Zhengzhong Liu, Eric P. Xing, Hao Zhang
- ICLR 2025 Poster
- Readers: Everyone
LLM360: Towards Fully Transparent Open-Source LLMs
Zhengzhong Liu, Aurick Qiao, Willie Neiswanger, Hongyi Wang, Bowen Tan, Tianhua Tao, Junbo Li, Yuqi Wang, Suqi Sun, Omkar Pangarkar, Richard Fan, Yi Gu, Victor Miller, Yonghao Zhuang, Guowei He, Haonan Li, Fajri Koto, Liping Tang, Nikhil Ranjan, Zhiqiang Shen et al. (7 additional authors not shown)
- COLM
- Readers: Everyone
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset
Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Tianle Li, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zhuohan Li, Zi Lin, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica, Hao Zhang
- ICLR 2024
- Readers: Everyone

View all 19 publications

Co-Authors

View all 95 co-authors