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Litian Zhang

17 papers · 2022–2026 · 5 conferences · across top CS/AI conferences

Achievements

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+5 more ↓ 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (41) 🧭 Keyword Pioneer
🌍 Conference Polyglot (4) 🀝 Dynamic Duo (11) ⚑ Prolific Year (9) πŸ’Ž Century Club (13) πŸ—ƒοΈ Keyword Collector (79)

Conferences

AAAI (8) EMNLP (3) IJCAI (3) ACL (2) COLING (1)

Papers

Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on LLM-MAS ACL 2026 Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning ACL 2026 MirrorShield: Towards Dynamic Adaptive Defense Against Jailbreaks via Entropy-Guided Mirror Crafting AAAI 2026 Attack the Messages, Not the Agents: A Multi-round Adaptive Stealthy Tampering Framework for LLM-MAS AAAI 2026 MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning AAAI 2025 LlmFixer: Fix the Helpfulness of Defensive Large Language Models EMNLP 2025 Feint and Attack: Jailbreaking and Protecting LLMs via Attention Distribution Modeling IJCAI 2025 Curriculum Hierarchical Knowledge Distillation for Bias-Free Survival Prediction IJCAI 2025 Diffusion Guided Propagation Augmentation for Popularity Prediction IJCAI 2025 DSG-MCTS: A Dynamic Strategy-Guided Monte Carlo Tree Search for Diversified Reasoning in Large Language Models EMNLP 2025 Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection AAAI 2025 Beyond Text: Fine-Grained Multi-Modal Fact Verification with Hypergraph Transformers AAAI 2025 Ghidorah: Towards Robust Multi-Scale Information Diffusion Prediction via Test-Time Training AAAI 2025 BaitAttack: Alleviating Intention Shift in Jailbreak Attacks via Adaptive Bait Crafting EMNLP 2024 MDS: A Fine-Grained Dataset for Multi-Modal Dialogue Summarization COLING 2024 Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection AAAI 2024 Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization AAAI 2022