Cheng Liu

Venues

Frequent coauthors

Papers

1. LoopLLM: Transferable Energy-Latency Attacks in LLMs via Repetitive Generation
   AAAI 2026 ·

   Xingyu Li

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2. Mitigating Evidence Suppression: Bi-level Active Evidence Injection for Educational Video Understanding
   SIGIR 2026 · Cheng Liu
3. TTA-Bench: A Comprehensive Benchmark for Evaluating Text-to-Audio Models
   AAAI 2026 ·

   Hui Wang

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4. TrajGuard: Streaming Hidden-state Trajectory Detection for Decoding-time Jailbreak Defense
   ACL 2026 · Cheng Liu
5. ChildMandarin: A Comprehensive Mandarin Speech Dataset for Young Children Aged 3-5
   ACL 2025 ·

   Jiaming Zhou

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6. CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision
   ACL 2025 ·

   Yifei Lu

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7. CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards
   EMNLP 2025 · Cheng Liu
8. Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training
   AAAI 2025 ·

   Shuyin Xia

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9. OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data
   NeurIPS 2025 ·

   Yiren Song

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10. S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning
    ACL 2025 ·

    Ruotian Ma

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11. Identifying while Learning for Document Event Causality Identification
    ACL 2024 · Cheng Liu
12. LinNet: Linear Network for Efficient Point Cloud Representation Learning
    NeurIPS 2024 ·

    Hao Deng

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13. Ordering-Based Causal Discovery for Linear and Nonlinear Relations
    NeurIPS 2024 ·

    Zhuopeng Xu

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