Zhihao Jia

Assistant Professor, School of Computer Science, Carnegie Mellon University

Joined

September 2023

Names

Zhihao Jia (Preferred)

Emails

****@cs.stanford.edu (Confirmed)

****@cmu.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Assistant Professor

School of Computer Science, Carnegie Mellon University (cs.cmu.edu)

2021 – Present

PhD student

Computer Science Department, , Stanford University (cs.stanford.edu)

2013 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

TrustGen: A Platform of Dynamic Benchmarking on the Trustworthiness of Generative Foundation Models
Yue Huang, Chujie Gao, Siyuan Wu, Haoran Wang, Xiangqi Wang, Jiayi Ye, Yujun Zhou, Yanbo Wang, Jiawen Shi, Qihui Zhang, Han Bao, Zhaoyi Liu, Yuan Li, Tianrui Guan, Peiran Wang, Haomin Zhuang, Dongping Chen, Kehan Guo, Andy Zou, Bryan Hooi et al. (44 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
Less Is More: Fast and Accurate Reasoning with Cross-Head Unified Sparse Attention
Lijie Yang, Zhihao Zhang, Arti Jain, Shijie Cao, Baihong Yuan, Yiwei Chen, Zhihao Jia, Ravi Netravali
- Submitted to ICLR 2026
- Readers: Everyone
SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning
Rui Pan, Yinwei Dai, Zhihao Zhang, Gabriele Oliaro, Zhihao Jia, Ravi Netravali
- NeurIPS 2025 ER Workshop Spotlight
- Readers: Everyone
SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications
Gabriele Oliaro, Zhihao Jia, Daniel F Campos, Aurick Qiao
- NeurIPS 2025 spotlight
- Readers: Everyone
SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning
Rui Pan, Yinwei Dai, Zhihao Zhang, Gabriele Oliaro, Zhihao Jia, Ravi Netravali
- NeurIPS 2025 poster
- Readers: Everyone
On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective
Yue Huang, Chujie Gao, Siyuan Wu, Haoran Wang, Xiangqi Wang, Yujun Zhou, Yanbo Wang, Jiayi Ye, Jiawen Shi, Qihui Zhang, Yuan Li, Han Bao, Zhaoyi Liu, Tianrui Guan, Dongping Chen, Ruoxi Chen, Kehan Guo, Andy Zou, Bryan Hooi Kuen-Yew, Caiming Xiong et al. (45 additional authors not shown)
- CoRR 2025
- Readers: Everyone
CAT Pruning: Cluster-Aware Token Pruning For Text-to-Image Diffusion Models
Xinle Cheng, Zhuoming Chen, Zhihao Jia
- CoRR 2025
- Readers: Everyone
Communication Bounds for the Distributed Experts Problem
Zhihao Jia, Qi Pang, Trung Tran, David P. Woodruff, Zhihao Zhang, Wenting Zheng
- CoRR 2025
- Readers: Everyone
TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention
Lijie Yang, Zhihao Zhang, Zhuofu Chen, Zikun Li, Zhihao Jia
- ICLR 2025
- Readers: Everyone
GraphPipe: Improving Performance and Scalability of DNN Training with Graph Pipeline Parallelism
Byungsoo Jeon, Mengdi Wu, Shiyi Cao, Sunghyun Kim, Sunghyun Park, Neeraj Aggarwal, Colin Unger, Daiyaan Arfeen, Peiyuan Liao, Xupeng Miao, Mohammad Alizadeh, Gregory R. Ganger, Tianqi Chen, Zhihao Jia
- ASPLOS (1) 2025
- Readers: Everyone

View all 112 publications

Co-Authors

View all 318 co-authors