Linna Zhou

5 papers · 2025–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) ⭐ Rising Star (5)

Venues

AAAI (2) ACL (1) CVPR (1) EMNLP (1)

Top co-authors

Zhongliang Yang (4) Xuan Xu (2) Kaibo Huang (2) Yukun Wei (2) Beilin Chu (1) Tianhua Zhang (1) Weike You (1) Yufei Zhang (1) Qinhong Lin (1) Zipei Zhang (1)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (3) Deep Learning (2) Natural Language Processing (2) Learning Types (2) Models (2) Resources & Methods (2) Computer Vision (1) Knowledge & Reasoning (1) Analysis (1) Application Areas (1) Applications (1) Core Methods (1) Generation (1)

Keywords

large language model (2) feature extraction (1) text analysis (1) commonsense knowledge (1) reconstruction error (1) knowledge graph (1) diffusion model (1) autonomous agent (1) hallucination mitigation (1) ai-generated image detection (1) retrieval-augmented generation (1) frequency analysis (1) black-box model (1) semantic importance (1) conditional sampling (1) frequency decomposition (1) protocol design (1) image forensics (1) knowledge retrieval (1) social media text (1)

Papers

AgentMark: Utility-Preserving Behavioral Watermarking for Agents ACL 2026 Whispering Agents: A Event-Driven Covert Communication Protocol for the Internet of Agents AAAI 2026 FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error CVPR 2025 Semantic Contribution-Aware Adaptive Retrieval for Black-Box Models EMNLP 2025 STLC-KG:A Social Text Steganalysis Method Combining Large-Scale Language Models and Common-Sense Knowledge Graphs AAAI 2025