About me

I am a first-year Ph.D. student at the Pennsylvania State University, advised by Prof.Jinyuan Jia.

I received my B.Eng. in Computer Science from University of Science and Technology of China in 2024.

Research Interests

• Trustworthy LLM-empowered AI systems
• LLM Alignment

Professional Experiences

• Research Intern, Ant Group, 04/2025 - 07/2025
• Research Intern, Microsoft Research Asia, 01/2025 - 04/2025
• Research Assistant, Hong Kong University of Science and Technology(Guangzhou), 07/2023 - 09/2024

Publications

* Equal contribution

Conference

• Xiaolong Jin, Zixuan Weng, Hanxi Guo, Chenlong Yin, Siyuan Cheng, Guangyu Shen, Xiangyu Zhang. JailbreakDiffBench: A Comprehensive Benchmark for Jailbreaking Diffusion Models, In ICCV, 2025.
• Miao Yu, Shilong Wang, Guibin Zhang, Junyuan Mao, Chenlong Yin, Qijiong Liu, Qingsong Wen, Kun Wang, Yang Wang. Netsafe: Exploring the topological safety of multi-agent networks, In ACL Findings, 2025.
• Weijia Zhang*, Chenlong Yin*, Hao Liu, Hui Xiong. Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time Series, In KDD, 2025.
• Weijia Zhang, Chenlong Yin, Hao Liu, Xiaofang Zhou, Hui Xiong. Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach, In ICML, 2024.

Preprint

• Chenlong Yin, Zeyang Sha, Shiwen Cui, Changhua Meng. The Reasoning Trap: How Enhancing LLM Reasoning Amplifies Tool Hallucination, arxiv, 2025.
• Runpeng Geng, Yanting Wang, Chenlong Yin, Minhao Cheng, Ying Chen, Jinyuan Jia. PISanitizer: Preventing Prompt Injection to Long-Context LLMs via Prompt Sanitization, arxiv, 2025.

Academic Service

Conference Reviewer:

• 2026: ICLR, KDD