Litian Zhang

Venues

Frequent coauthors

Papers

1. Attack the Messages, Not the Agents: A Multi-round Adaptive Stealthy Tampering Framework for LLM-MAS
   AAAI 2026 ·

   Bingyu Yan

   DBLP profile ↗ORCID search ↗
2. Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning
   ACL 2026 ·

   Rui Pu

   DBLP profile ↗ORCID search ↗
3. Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on LLM-MAS
   ACL 2026 ·

   Bingyu Yan

   DBLP profile ↗ORCID search ↗
4. MirrorShield: Towards Dynamic Adaptive Defense Against Jailbreaks via Entropy-Guided Mirror Crafting
   AAAI 2026 ·

   Rui Pu

   DBLP profile ↗ORCID search ↗
5. Beyond Text: Fine-Grained Multi-Modal Fact Verification with Hypergraph Transformers
   AAAI 2025 ·

   Hui Pang

   DBLP profile ↗ORCID search ↗
6. Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection
   AAAI 2025 ·

   Ziyi Zhou

   DBLP profile ↗ORCID search ↗
7. Curriculum Hierarchical Knowledge Distillation for Bias-Free Survival Prediction
   IJCAI 2025 ·

   Chaozhuo Li

   DBLP profile ↗ORCID search ↗
8. DSG-MCTS: A Dynamic Strategy-Guided Monte Carlo Tree Search for Diversified Reasoning in Large Language Models
   EMNLP 2025 ·

   Rui Ha

   DBLP profile ↗ORCID search ↗
9. Diffusion Guided Propagation Augmentation for Popularity Prediction
   IJCAI 2025 ·

   Chaozhuo Li

   DBLP profile ↗ORCID search ↗
10. Feint and Attack: Jailbreaking and Protecting LLMs via Attention Distribution Modeling
    IJCAI 2025 ·

    Rui Pu

    DBLP profile ↗ORCID search ↗
11. Ghidorah: Towards Robust Multi-Scale Information Diffusion Prediction via Test-Time Training
    AAAI 2025 ·

    Wenting Zhu

    DBLP profile ↗ORCID search ↗
12. LLMCBR: Large Language Model-based Multi-View and Multi-Grained Learning for Bundle Recommendation
    CIKM 2025 ·

    Shiqin Liu

    DBLP profile ↗ORCID search ↗
13. LlmFixer: Fix the Helpfulness of Defensive Large Language Models
    EMNLP 2025 ·

    Zelong Yu

    DBLP profile ↗ORCID search ↗
14. MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning
    AAAI 2025 ·

    Liwen Zheng

    DBLP profile ↗ORCID search ↗
15. ModalSync: Synchronizing User Behavior with Multimodal Features for Multimodal Pre-training Recommendation
    WWW 2025 ·

    Shiqin Liu

    DBLP profile ↗ORCID search ↗
16. One SPACE to Rule Them All: Jointly Mitigating Factuality and Faithfulness Hallucinations in LLMs
    NeurIPS 2025 ·

    Pengbo Wang

    DBLP profile ↗ORCID search ↗
17. Reverse Chain-of-Thought and Causal Path Verification: A Modular Plugin for Aligning LLMs with Knowledge Graphs
    CIKM 2025 ·

    Dezhuang Miao

    DBLP profile ↗ORCID search ↗
18. BaitAttack: Alleviating Intention Shift in Jailbreak Attacks via Adaptive Bait Crafting
    EMNLP 2024 ·

    Rui Pu

    DBLP profile ↗ORCID search ↗
19. Mitigating Social Hazards: Early Detection of Fake News via Diffusion-Guided Propagation Path Generation
    ACM MM 2024 · Litian Zhang
20. Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection
    AAAI 2024 · Litian Zhang