电子邮件: liyunpeng@iie.ac.cn
通信地址: 树村路19号中国科学院信息工程研究所1号楼1A-309
邮政编码: 100085
研究领域
网络安全态势感知,大模型/智能体安全
招生信息
招生专业
招生方向
教育背景
工作经历
工作简历
出版信息
发表论文
本人目前围绕大模型安全/大模型赋能网络安全态势感知等方向发表论文近50篇,部分代表论文列表如下:
[1] Hao Huang, Ruihua Zhou, JiaTang Luo, Yunpeng Li*, Yuling Liu. IACW: Intent-Aware Controllable Watermarking for Scalable Authorial Intent Attribution. Forty-third International Conference on Machine Learning (ICML 2026),通讯作者,CCF-A
[2] Hao Huang, Yuling Liu, Yunpeng Li*, Ruihua Zhou, JiaTang Luo. Don’t Corrupt the Fact: A Trustworthy RAG Watermarking Framework based on Dual Factual Shield. (ACL 2026),通讯作者,CCF-A
[3] Yizhe Zeng, Wei Zhang, Yunpeng Li, Juxin Xiao, Xiao Wang, Yuling Liu*. MirageBackdoor: A Stealthy Attack that Induces Think-Well-Answer-Wrong Reasoning. (ACL 2026),协助指导,CCF-A
[4] Peizhuo Lv, Ruihua Zhou, Yunpeng Li, Ruigang Liang*, Xingshuo Han, XiaoFeng Wang, Wei Dong, Yuling Liu*. ReasMark: A Robust Watermark for Attributing LLM Reasoning Under Knowledge Distillation Attacks. (ACL 2026),协助指导,CCF-A
[5] Mingzhe Lu, Yiwen Wang, Yanbing Liu, Qi You, Chong Liu, Ruize Qin, Haoyu Dong, Wenyu Zhang, JiaRui Zhang, Yue Hu, Yunpeng Li*. LitVISTA: A Benchmark for Narrative Orchestration in Literary Text. (ACL 2026),通讯作者,CCF-A
[6] Chenxu Niu, Jie Zhang, Yanbing Liu*, Yunpeng Li*, Jinta Weng, Yue Hu. RepGuard: Adaptive Feature Decoupling for Robust Backdoor Defense in Large Language Models. (NeurIPS 2025),通讯作者,CCF-A
[7] Xutong Wang, Yun Feng, Bingsheng Bi, Yaqin Cao, Ze Jin, Xinyu Liu, Yuling Liu, Yunpeng Li*. Not All Benignware Are Alike: Enhancing Clean-Label Attacks on Malware Classifiers. (WWW 2025),通讯作者,CCF-A
[8] 黄昊,周瑞桦,罗家棠,李运鹏,马晓欢,刘玉岭. 从编译到反编译:基于源码级转换的高效水印去除方法。(中国科学:信息科学),中文CCF-A
[9] Yunpeng Li, Yue Hu, Yajing Sun, Luxi Xing, Ping Guo, Yuqiang Xie, Wei Peng. Learning to know myself: A coarse-to-fine persona-aware training framework for personalized dialogue generation. (AAAI 2023),第一作者,CCF-A
[10] Yunpeng Li, Yue Hu, Wei Peng, Yuqiang Xie. Think before you speak: Concept-guided explicit persona reasoning for personalized dialogue generation. (ICASSP 2023),第一作者,CCF-B
[11] Jian Qin, Yunpeng Li, Tian Tian, Yan Zhu, Xuren Wang, Song Liu, Bo Jiang, Zhigang Lu. TrafficHTG: Revolutionizing Network Traffic Generation with Hierarchical Transformers. (ICASSP 2026),第二作者,CCF-B
[12] Jian Qin, Xueying Han, Yunpeng Li, Dongqi Han, Wei Qiao, Xiaobo Yang, Zelin Cui, Bo Jiang, Zhigang Lu. TrafficMoE: Adaptive Multi-Perspective Feature Fusion for Enhancing Malicious Traffic General Detection Capability. (ICASSP 2026),第三作者,CCF-B
[13] Jian Qin, Xueying Han, Yunpeng Li, Ding Wang, Susu Cui, Bo Jiang, Zhigang Lu, Baoxu Liu. GranulNet: A unified framework for traffic identification using multi-grained feature fusion. (Computer Security),第三作者,CCF-B
[14] Yingchang Jiang, Hao Hu, Yunpeng Li, Feiyang Li, Changzhi Zhao, Canhua Chen, Yuling Liu. A zero-shot self-improving NER method for cyber threat intelligence via knowledge injection. (Cybersecurity),第三作者,CCF-B
[15] Ping Guo, Yubing Ren, Yue Hu, Yanan Cao, Yunpeng Li, Heyan Huang. Steering large language models for cross-lingual information retrieval. (SIGIR 2024),CCF-A
[16] Ping Guo, Yue Hu, Yanan Cao, Yubing Ren, Yunpeng Li, Heyan Huang. Query in your tongue: Reinforce large language models with retrievers for cross-lingual search generative experience. (WWW 2024),CCF-A