Xia Hu

Full Professor, Shanghai Artificial Intelligence Laboratory

Joined

July 2019

Names

Xia Hu (Preferred)

Xia HU

Emails

****@cse.tamu.edu (Confirmed)

****@tamu.edu (Confirmed)

****@rice.edu (Confirmed)

****@pjlab.org.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

Shanghai Artificial Intelligence Laboratory (pjlab.org.cn)

2025 – Present

Associate Professor

Computer Science , Rice University (rice.edu)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

huan liu

2010 – 2015

Expertise

Interpretable Machine Learning

2010 – 2023

Network Analytics

2010 – 2023

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
RAPO: Risk-Aware Preference Optimization for Generalizable Safe Reasoning
Zeming Wei, Qiaosheng Zhang, Xia Hu, Xingcheng Xu
- ICLR 2026 Trustworthy AI
- Readers: Everyone
OpenRT: An Open-Source Red Teaming Framework for Multimodal LLMs
Xin Wang, Yunhao Chen, Juncheng Li, Yixu Wang, Yang Yao, Tianle Gu, Jie Li, Yan Teng, Yingchun Wang, Xia Hu
- OpenReview Archive Direct Upload
- Readers: Everyone
CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics
Kai Yin, Bo Li, Chengkai Liu, Ali Mostafavi, Xia Hu
- arXiv
- 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- ICLR 2026 Conference Withdrawn Submission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

View all 129 publications

Co-Authors

View all 281 co-authors