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Litian Zhang

20 papers at tracked venues · 12 at CORE A* · active 2024–2026

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Venues

AAAI ×7EMNLP ×3IJCAI ×3ACL ×2CIKM ×2ACM MM ×1NeurIPS ×1WWW ×1

Frequent coauthors

Chaozhuo Li
×19
Xi Zhang
×11
Rui Pu
×5
Rui Ha
×5
Xiaoming Zhang
×4
Lirong Qiu
×4
Ziyi Zhou
×4
Bingyu Yan
×3
Senzhang Wang
×3
Xiaoming Zhang
×3
Zheng Liu
×2
Shiqin Liu
×2

Papers

  1. Attack the Messages, Not the Agents: A Multi-round Adaptive Stealthy Tampering Framework for LLM-MAS
    AAAI 2026 ·
    Bingyu Yan
    ,
    Xiaoming Zhang
    ,
    Ziyi Zhou
    ,
    Chaozhuo Li
    ,
    Ruilin Zeng
    ,
    Yirui Qi
    ,
    Tianbo Wang
    , Litian Zhang
  2. Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning
    ACL 2026 ·
    Rui Pu
    ,
    Chaozhuo Li
    ,
    Rui Ha
    , Litian Zhang,
    Lirong Qiu
    ,
    Xi Zhang
  3. Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on LLM-MAS
    ACL 2026 ·
    Bingyu Yan
    ,
    Xiaoming Zhang
    ,
    Jinyu Hou
    ,
    Chaozhuo Li
    ,
    Ziyi Zhou
    ,
    Yiming Hei
    , Litian Zhang
  4. MirrorShield: Towards Dynamic Adaptive Defense Against Jailbreaks via Entropy-Guided Mirror Crafting
    AAAI 2026 ·
    Rui Pu
    ,
    Chaozhuo Li
    ,
    Rui Ha
    , Litian Zhang,
    Lirong Qiu
    ,
    Xi Zhang
  5. Beyond Text: Fine-Grained Multi-Modal Fact Verification with Hypergraph Transformers
    AAAI 2025 ·
    Hui Pang
    ,
    Chaozhuo Li
    , Litian Zhang,
    Senzhang Wang
    ,
    Xi Zhang
  6. Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection
    AAAI 2025 ·
    Ziyi Zhou
    ,
    Xiaoming Zhang
    ,
    Shenghan Tan
    , Litian Zhang,
    Chaozhuo Li
  7. Curriculum Hierarchical Knowledge Distillation for Bias-Free Survival Prediction
    IJCAI 2025 ·
    Chaozhuo Li
    ,
    Zhihao Tang
    ,
    Mingji Zhang
    ,
    Zhiquan Liu
    , Litian Zhang,
    Xi Zhang
  8. DSG-MCTS: A Dynamic Strategy-Guided Monte Carlo Tree Search for Diversified Reasoning in Large Language Models
    EMNLP 2025 ·
    Rui Ha
    ,
    Chaozhuo Li
    ,
    Rui Pu
    , Litian Zhang,
    Xi Zhang
    ,
    Sen Su
  9. Diffusion Guided Propagation Augmentation for Popularity Prediction
    IJCAI 2025 ·
    Chaozhuo Li
    ,
    Tianqi Yang
    , Litian Zhang,
    Xi Zhang
  10. Feint and Attack: Jailbreaking and Protecting LLMs via Attention Distribution Modeling
    IJCAI 2025 ·
    Rui Pu
    ,
    Chaozhuo Li
    ,
    Rui Ha
    ,
    Zejian Chen
    , Litian Zhang,
    Zheng Liu
    ,
    Lirong Qiu
    ,
    Zaisheng Ye
  11. Ghidorah: Towards Robust Multi-Scale Information Diffusion Prediction via Test-Time Training
    AAAI 2025 ·
    Wenting Zhu
    ,
    Chaozhuo Li
    , Litian Zhang,
    Senzhang Wang
    ,
    Xi Zhang
  12. LLMCBR: Large Language Model-based Multi-View and Multi-Grained Learning for Bundle Recommendation
    CIKM 2025 ·
    Shiqin Liu
    ,
    Chaozhuo Li
    ,
    Minjun Zhao
    , Litian Zhang,
    Jiajun Bu
  13. LlmFixer: Fix the Helpfulness of Defensive Large Language Models
    EMNLP 2025 ·
    Zelong Yu
    ,
    Xiaoming Zhang
    , Litian Zhang,
    Yu Yuan
    ,
    Chaozhuo Li
  14. MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning
    AAAI 2025 ·
    Liwen Zheng
    ,
    Chaozhuo Li
    , Litian Zhang,
    Haoran Jia
    ,
    Senzhang Wang
    ,
    Zheng Liu
    ,
    Xi Zhang
  15. ModalSync: Synchronizing User Behavior with Multimodal Features for Multimodal Pre-training Recommendation
    WWW 2025 ·
    Shiqin Liu
    ,
    Chaozhuo Li
    ,
    Minjun Zhao
    , Litian Zhang,
    Jiajun Bu
  16. One SPACE to Rule Them All: Jointly Mitigating Factuality and Faithfulness Hallucinations in LLMs
    NeurIPS 2025 ·
    Pengbo Wang
    ,
    Chaozhuo Li
    ,
    Chenxu Wang
    ,
    Liwen Zheng
    , Litian Zhang,
    Xi Zhang
  17. Reverse Chain-of-Thought and Causal Path Verification: A Modular Plugin for Aligning LLMs with Knowledge Graphs
    CIKM 2025 ·
    Dezhuang Miao
    ,
    Yibin Du
    ,
    Xiang Li
    ,
    Xiaoming Zhang
    ,
    Jiahe Li
    ,
    Bo Zhang
    ,
    Bingyu Yan
    ,
    Lian Zhang
    , Litian Zhang
  18. BaitAttack: Alleviating Intention Shift in Jailbreak Attacks via Adaptive Bait Crafting
    EMNLP 2024 ·
    Rui Pu
    ,
    Chaozhuo Li
    ,
    Rui Ha
    , Litian Zhang,
    Lirong Qiu
    ,
    Xi Zhang
  19. Mitigating Social Hazards: Early Detection of Fake News via Diffusion-Guided Propagation Path Generation
    ACM MM 2024 · Litian Zhang,
    Xiaoming Zhang
    ,
    Chaozhuo Li
    ,
    Ziyi Zhou
    ,
    Jiacheng Liu
    ,
    Feiran Huang
    ,
    Xi Zhang
  20. Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection
    AAAI 2024 · Litian Zhang,
    Xiaoming Zhang
    ,
    Ziyi Zhou
    ,
    Feiran Huang
    ,
    Chaozhuo Li