Shiyao Cui

Venues

Frequent coauthors

Papers

1. How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study
   ACL 2026 ·

   Zhexin Zhang

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2. LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety
   ACL 2026 ·

   Junxiao Yang

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3. New Terms, New Toxicity: Consensus-based Chinese Neologism Toxicity Detection via Search-Augmented LLMs
   ACL 2026 · Shiyao Cui
4. The Side Effects of Being Smart: Safety Risks in MLLMs' Multi-Image Reasoning
   ACL 2026 ·

   Renmiao Chen

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5. When Smiley Turns Hostile: Interpreting How Emojis Trigger LLMs' Toxicity
   AAAI 2026 · Shiyao Cui
6. Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings
   ACL 2025 ·

   Shujian Yang

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7. Guiding not Forcing: Enhancing the Transferability of Jailbreaking Attacks on LLMs via Removing Superfluous Constraints
   ACL 2025 ·

   Junxiao Yang

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8. JPS: Jailbreak Multimodal Large Language Models with Collaborative Visual Perturbation and Textual Steering
   ACM MM 2025 ·

   Renmiao Chen

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9. LongSafety: Evaluating Long-Context Safety of Large Language Models
   ACL 2025 ·

   Yida Lu

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10. ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs: ShieldVLM
    ACM MM 2025 · Shiyao Cui
11. Exogenous and Endogenous Data Augmentation for Low-Resource Complex Named Entity Recognition
    SIGIR 2024 ·

    Xinghua Zhang

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12. Exploring the Trade-Off within Visual Information for MultiModal Sentence Summarization
    SIGIR 2024 ·

    Minghuan Yuan

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13. LEMON: Reviving Stronger and Smaller LMs from Larger LMs with Linear Parameter Fusion
    ACL 2024 ·

    Yilong Chen

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14. NACL: A General and Effective KV Cache Eviction Framework for LLM at Inference Time
    ACL 2024 ·

    Yilong Chen

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