Siyuan Cheng

Venues

Frequent coauthors

Papers

1. Mitigating Backdoor Attacks via Trigger Reconstruction and Model Hardening
   WACV 2026 ·

   Guanhong Tao

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2. CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI
   CVPR 2025 · Siyuan Cheng
3. EffiTune: Diagnosing and Mitigating Training Inefficiency for Parameter Tuner in Robot Navigation System
   IROS 2025 ·

   Shiwei Feng

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4. JailbreakDiffBench: A Comprehensive Benchmark for Jailbreaking Diffusion Models
   ICCV 2025 ·

   Xiaolong Jin

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5. Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis
   EMNLP 2025 ·

   Hanxi Guo

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6. System Prompt Hijacking via Permutation Triggers in LLM Supply Chains
   ACL 2025 ·

   Lu Yan

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7. BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens
   NeurIPS 2024 ·

   Hanxi Guo

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8. Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift
   AAAI 2024 ·

   Shengwei An

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9. Lotus: Evasive and Resilient Backdoor Attacks through Sub-Partitioning
   CVPR 2024 · Siyuan Cheng
10. UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening
    ECCV 2024 · Siyuan Cheng