Xu Rongwu's Homepage

Updates

✨Actively looking for collaborators!✨

Please feel free to send me an Email if you are interested in working with me.

[Aug 2024] My paper "The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation" recieved the Outstanding Paper Award at ACL 2024!
[Jul 2024] Check out our survey on knowledge conflicts for (RAG) LLMs! [Paper][Resource][机器之心][Talk (Chinese)][Slide]
[May 2024] Two papers accepted to ACL! Thanks to my collaborators! See you in Bangkok🇹🇭!
[May 2024] Check out LLMs' safety vulnerabilities discovered by tricking them to believe in misinformation! [Paper][Resource][机器之心][Video]
[Apr 2024] I passed the PhD qualification exam (preliminary+oral) at IIIS, Tsinghua!
[Dec 2023] I recieved the overall execellence scholarship at Tsinghua!
[Apr 2023] One paper accepted to EuroS&P! Thanks to my collaborators!
[Dec 2022] Debut of my academic homepage.
[Aug 2022] Enrolled as a graduate student in IIIS, Tsinghua University.

Recent Work

DebateQA: Evaluating Question Answering on Debatable Knowledge
Rongwu Xu*, Xuan Qi*, Zehan Qi, Wei Xu, Zhijiang Guo
arXiv Preprint
[Paper][Code]

Course-Correction: Safety Alignment Using Synthetic Preferences
Rongwu Xu*, Yishuo Cai*, Zhenhong Zhou, Renjie Gu, Haiqin Wang, Yan Liu, Tianwei Zhang, Wei Xu, Han Qiu
arXiv Preprint
[Paper][Code]

MR-BEN: A Comprehensive Meta-Reasoning Benchmark for Large Language Models
Zhongshen Zeng, Yinhong Liu, Yingjia Wan, Jingyao Li, Pengguang Chen, Jianbo Dai, Yuxuan Yao, Rongwu Xu, Zehan Qi, Wanru Zhao, Linling Shen, Jianqiao Lu, Haochen Tan, Yukang Chen, Hao Zhang, Zhan Shi, Bailin Wang, Zhijiang Guo, Jiaya Jia
arXiv Preprint
[Paper][Code][Project Page]

How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States
Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Yongbin Li
arXiv Preprint
[Paper][Code]

Knowledge Conflicts for LLMs: A Survey
Rongwu Xu*, Zehan Qi*, Zhijiang Guo, Cunxiang Wang, Hongru Wang, Yue Zhang, Wei Xu
arXiv Preprint
[Paper][Code][机器之心][Talk (Chinese)][Slide]

Preemptive Answer ``Attacks'' on Chain-of-Thought Reasoning
Rongwu Xu*, Zehan Qi*, Wei Xu
ACL 2024 (Findings) Bangkok, Thailand
[Paper][Code][Poster]

The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation
Rongwu Xu, Brian S. Lin, Shujian Yang, Tianqi Zhang, Weiyan Shi, Tianwei Zhang, Zhixuan Fang, Wei Xu, Han Qiu
ACL 2024 (Oral, Main) Bangkok, Thailand
🏆 Outstanding Paper Award [Certificate]
[Paper][Code][机器之心][Project Page][Video][Poster]

Walking in Others' Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias
Rongwu Xu, Zi'an Zhou, Tianwei Zhang, Zehan Qi, Su Yao, Ke Xu, Wei Xu, Han Qiu
arXiv Preprint
[Paper]

Show earlier work▼

Exploring Chinese Humor Generation: A Study on Two-Part Allegorical Sayings
Rongwu Xu
IJCNN 2024 Yokohama, Japan
[Paper]

Tempo: Confidentiality Preservation in Cloud-Based Neural Network Training
Rongwu Xu and Zhixuan Fang
IJCNN 2024 Yokohama, Japan
[Paper]

LSync: A Universal Timeline-synchronizing Solution for Live Streaming
Fan Dang*, Yifan Xu*, Rongwu Xu, Xinlei Chen, Yunhao Liu
IEEE/ACM ToN
[Paper]

MISO: Legacy-compatible Privacy-preserving Single Sign-on using Trusted Execution Environments
Rongwu Xu, Sen Yang, Fan Zhang, Zhixuan Fang
IEEE EuroS&P 2023 Delft, The Netherlands
[Paper][Project Page]

LSync: A Universal Event-synchronizing Solution for Live Streaming
Yifan Xu, Fan Dang, Rongwu Xu, Xinlei Chen, Yunhao Liu
IEEE INFOCOM 2022 Virtual
[Paper]

LifeRec: A Mobile App for Lifelog Recording and Ubiquitous Recommendation
Jiayu Li, Hantian Zhang*, Zhiyu He*, Rongwu Xu*, Pingfei Wu*, Min Zhang, Yiqun Liu, Shaoping Ma
ACM CHIIR 2022 Regensburg, Germany
[Paper][Code]

* denotes equally contribution.

Xu Rongwu 许融武

Show earlier work▼