Xiaoqun Liu

PhD student, Computer Science, Michigan State University

Joined

May 2024

Names

Xiaoqun Liu (Preferred)

Emails

****@stonybrook.edu (Confirmed)

****@mail.sustech.edu.cn (Confirmed)

****@msu.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science, Michigan State University (msu.edu)

2025 – Present

Undergrad student

Computer Science, Southern University of Science and Technology (mail.sustech.edu.cn)

2024 – 2025

Undergrad student

Computer Science, State University of New York at Stony Brook (stonybrook.edu)

2024 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Benchmarking LLM-Assisted Blue Teaming via Standardized Threat Hunting
Yuqiao Meng, Xiaoqun Liu, Luoxi Tang, Feiyang Yu, Xi Li, Guanhua Yan, Ping Yang, Zhaohan Xi
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Benchmarking LLMs in an Embodied Environment for Blue Team Threat Hunting
Xiaoqun Liu, Feiyang Yu, Xi Li, Guanhua Yan, Ping Yang, Zhaohan Xi
- CoRR 2025
- Readers: Everyone
Cyber Defense Reinvented: Large Language Models as Threat Intelligence Copilots
Xiaoqun Liu, Jiacheng Liang, Qiben Yan, Muchao Ye, Jinyuan Jia, Zhaohan Xi
- CoRR 2025
- Readers: Everyone
Robustifying Safety-Aligned Large Language Models through Clean Data Curation
Xiaoqun Liu, Jiacheng Liang, Muchao Ye, Zhaohan Xi
- Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI)
- Readers: Everyone
LLM-Barber: Block-Aware Rebuilder for Sparsity Mask in One-Shot for Large Language Models
Yupeng Su, Ziyi Guan, Xiaoqun Liu, Tianlai Jin, Dongkuan Wu, Graziano Chesi, Ngai Wong, Hao Yu
- Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
- Readers: Everyone
Buckle Up: Robustifying LLMs at Every Customization Stage via Data Curation
Xiaoqun Liu, Jiacheng Liang, Luoxi Tang, Chenyu You, Muchao Ye, Zhaohan Xi
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Threshold Moving for Online Class Imbalance Learning with Dynamic Evolutionary Cost Vector
Peijia Qin, Shuxian Li, Xiaoqun Liu, Zubin Zheng, Siang Yew Chong
- Accepted by TMLR
- Readers: Everyone
Buckle Up: Robustifying LLMs at Every Customization Stage via Data Curation
Xiaoqun Liu, Jiacheng Liang, Luoxi Tang, Chenyu You, Muchao Ye, Zhaohan Xi
- CoRR 2024
- Readers: Everyone
Threshold Moving for Online Class Imbalance Learning with Dynamic Evolutionary Cost Vector
Peijia Qin, Shuxian Li, Xiaoqun Liu, Zubin Zheng, Siang Yew Chong
- Trans. Mach. Learn. Res. 2024
- Readers: Everyone
Robustifying Safety-Aligned Large Language Models through Clean Data Curation
Xiaoqun Liu, Jiacheng Liang, Muchao Ye, Zhaohan Xi
- CoRR 2024
- Readers: Everyone

View all 11 publications