Shaochen Zhong

PhD student, Rice University

Joined

September 2021

Names

Shaochen Zhong (Preferred)

Henry Zhong

Emails

****@case.edu (Confirmed)

****@rice.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Rice University (rice.edu)

2022 – Present

Undergrad student

Case Western Reserve University (cwru.edu)

2019 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Xia Hu

2022 – Present

Undergraduate Advisor

Vipin Chaudhary

2021 – Present

Expertise

Theory

Present

Knowledge Editing

Present

Efficiency

Present

Publications

Sweeping Promptable Spoofs under the DirtyRAG: A Practical, Query-Blind RAG Attack Done Right
Shaochen Zhong, Jiamu Zhang, Hoang Anh Duy Le, Wenya Xie, Yifan Lu, Xintong Sun, Mohsen Hariri, Hongyi Liu, Guanchu Wang, Zhaozhuo Xu, Zirui Liu, Shuai Xu, Ning Xie, Li Li, Rui Chen, Ruixiang Tang, Xia Hu, Vipin Chaudhary
- ICLR 2026 AIWILD
- 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- ICLR 2026 Conference Withdrawn Submission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- ICLR 2026 Conference Withdrawn Submission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
Position: Want Better ML Reviews? Stop Asking Nicely and Start Incentivizing with a Credit System
Shaochen Zhong
- ICLR 2026 Conference Withdrawn Submission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
- 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
70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float (DFloat11)
Tianyi Zhang, Mohsen Hariri, Shaochen Zhong, Vipin Chaudhary, Yang Sui, Xia Hu, Anshumali Shrivastava
- NeurIPS 2025 poster
- Readers: Everyone
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
Yang Sui, Yu-Neng Chuang, Guanchu Wang, Jiamu Zhang, Tianyi Zhang, Jiayi Yuan, Hongyi Liu, Andrew Wen, Shaochen Zhong, Na Zou, Hanjie Chen, Xia Hu
- Accepted by TMLR
- Readers: Everyone

View all 25 publications

Co-Authors

View all 63 co-authors