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Jun Sun

Singapore Management University, Singapore

22 papers at tracked venues · 16 at CORE A* · active 2024–2026

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Venues

AAAI ×4EMNLP ×3ICML ×3NeurIPS ×3WWW ×3ACL ×1EACL ×1ICLR ×1ICRA ×1IJCAI ×1VLDB ×1

Frequent coauthors

Wei Zhao
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Peiyuan Tang
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Boquan Li
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Xiangxiang Chen
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Ruihan Zhang
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Yuan Xiao
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Yige Li
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Nay Myat Min
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Haojie Xin
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Bing Sun
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Zhe Li
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Guoliang Dong
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Papers

  1. Be Responsible in Your Answers! Monitoring Out-of-Domain Behaviors in Domain-Specific LLMs
    WWW 2026 ·
    Boquan Li
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  2. LLMQuA: Practical Backdoor Injection on Large Language Model Quantization
    WWW 2026 ·
    Xiangxiang Chen
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  3. SafetyReminder: Reviving Delayed Safety Awareness of Vision-Language Models to Defend Against Jailbreak Attacks
    AAAI 2026 ·
    Peiyuan Tang
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  4. Towards Provably Unlearnable Examples via Bayes Error Optimization
    AAAI 2026 ·
    Ruihan Zhang
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  5. Train in Vain: Functionality-Preserving Poisoning to Prevent Unauthorized Use of Code Datasets
    ACL 2026 ·
    Yuan Xiao
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  6. Unleashing the Unseen: Harnessing Benign Datasets for Jailbreaking Large Language Models
    EACL 2026 ·
    Wei Zhao
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  7. BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models
    NeurIPS 2025 ·
    Yige Li
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  8. CROW: Eliminating Backdoors from Large Language Models via Internal Consistency Regularization
    ICML 2025 ·
    Nay Myat Min
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  9. Causal Contrastive Learning with Data Augmentations for Imitation-Based Planning
    ICRA 2025 ·
    Haojie Xin
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  10. Democratic Training Against Universal Adversarial Perturbations
    ICLR 2025 ·
    Bing Sun
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  11. Do Influence Functions Work on Large Language Models?
    EMNLP 2025 ·
    Zhe Li
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  12. Evaluating and Mitigating Linguistic Discrimination in Large Language Models: Perspectives on Safety Equity and Knowledge Equity
    IJCAI 2025 ·
    Guoliang Dong
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  13. LLMScan: Causal Scan for LLM Misbehavior Detection
    ICML 2025 ·
    Mengdi Zhang
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  14. Position: Trustworthy AI Agents Require the Integration of Large Language Models and Formal Methods
    ICML 2025 ·
    Yedi Zhang
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  15. Quantitative Runtime Monitoring of Ethereum Transaction Attacks
    WWW 2025 ·
    Xinyao Xu
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  16. Training Verification-Friendly Neural Networks via Neuron Behavior Consistency
    AAAI 2025 ·
    Zongxin Liu
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  17. Unleashing the Power of Visual Foundation Models for Generalizable Semantic Segmentation
    AAAI 2025 ·
    Peiyuan Tang
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  18. Zero-Shot Defense Against Toxic Images via Inherent Multimodal Alignment in LVLMs
    EMNLP 2025 ·
    Wei Zhao
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  19. ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
    NeurIPS 2024 ·
    Jingnan Zheng
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  20. Adversarial Representation Engineering: A General Model Editing Framework for Large Language Models
    NeurIPS 2024 ·
    Yihao Zhang
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  21. Defending Large Language Models Against Jailbreak Attacks via Layer-specific Editing
    EMNLP 2024 ·
    Wei Zhao
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  22. Semantic Conformance Testing of Relational DBMS
    VLDB 2024 ·
    Shuang Liu
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