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2026 顶会论文

作者位次 #4/8NDSS 2026Oral· Network & Distributed System Security

Character-Level Perturbations Disrupt LLM Watermarks

Zhaoxi Zhang · Xiaomei Zhang · Yanjun Zhang · He Zhang · Shirui Pan · Bo Liu · Asif Gill · Leo Yu Zhang

作者位次 #3/6NeurIPS 2026Poster· General Machine Learning / Everything Else

Permutation Sensitivity in t-SVD-based Multi-view Clustering

Jintian Ji · Yanjun Zhang · He Zhang · Leo Yu Zhang · Cong Wang (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences) · Shirui Pan

OpenReview

作者位次 #3/8ACL 2026Poster· Natural Language Processing

CIA : Inferring the Communication Topology from LLM -based Multi-Agent Systems

Yongxuan Wu · Xixun Lin · He Zhang · Nan Sun · Kun Wang · Chuan Zhou · Shirui Pan · Yanan Cao

摘要

LLM-based Multi-Agent Systems (MAS) have demonstrated remarkable capabilities in solving complex tasks. Central to MAS is the communication topology which governs how agents exchange information internally. Consequently, the security of communication topologies has attracted increasing attention....

安全智能体与工具推理OpenReview 项目页

作者位次 #3/8KDD 2026Oral· Knowledge Discovery & Data Mining

Rethinking Federated Unlearning via the Lens of Memorization

Jiaheng Wei · Yanjun Zhang · He Zhang · Leo Yu Zhang · Chao Chen · Kok-Leong Ong · Jun Zhang · Yang Xiang

安全检索与知识OpenReview

作者位次 #3/6AAAI 2026Poster· Artificial Intelligence

From Subtle to Significant: Prompt-Driven Self-Improving Optimization in Test-Time Graph OOD Detection

Luzhi Wang · Xuanshuo Fu · He Zhang · Chuang Liu · Xiaobao Wang · Hongbo Liu

强化学习与后训练OpenReview

一作AAAI 2026Poster· Artificial Intelligence

Imprint of the Forgotten: Stealthy Membership Inference in Unlearned Graph Neural Networks

He Zhang · Bang Wu · Xiaoning Liu · Karin Verspoor · Xun Yi

安全效率与系统OpenReview

He Zhang

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