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Cheng Liu

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

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Venues

ACL ×5AAAI ×3NeurIPS ×3EMNLP ×1SIGIR ×1

Frequent coauthors

Xingyu Li
×2
Xiaolei Liu
×2
Kangyi Ding
×2
Bangzhou Xin
×2
Hui Wang
×2
Shiwan Zhao
×2
Jiaming Zhou
×2
Haoqin Sun
×2
Yong Qin
×2
Yifei Lu
×2
Fanghua Ye
×2
Jian Li
×2

Papers

  1. LoopLLM: Transferable Energy-Latency Attacks in LLMs via Repetitive Generation
    AAAI 2026 ·
    Xingyu Li
    ,
    Xiaolei Liu
    , Cheng Liu,
    Yixiao Xu
    ,
    Kangyi Ding
    ,
    Bangzhou Xin
    ,
    Jia-Li Yin
  2. Mitigating Evidence Suppression: Bi-level Active Evidence Injection for Educational Video Understanding
    SIGIR 2026 · Cheng Liu,
    Yiping Wang
    ,
    Quanlong Guan
    ,
    Chaobo He
    ,
    Xingyu Zhu
    ,
    Liangda Fang
  3. TTA-Bench: A Comprehensive Benchmark for Evaluating Text-to-Audio Models
    AAAI 2026 ·
    Hui Wang
    , Cheng Liu,
    Junyang Chen
    ,
    Haoze Liu
    ,
    Yuhang Jia
    ,
    Shiwan Zhao
    ,
    Jiaming Zhou
    ,
    Haoqin Sun
    ,
    Hui Bu
    ,
    Yong Qin
  4. TrajGuard: Streaming Hidden-state Trajectory Detection for Decoding-time Jailbreak Defense
    ACL 2026 · Cheng Liu,
    Xiaolei Liu
    ,
    Xingyu Li
    ,
    Bangzhou Xin
    ,
    Kangyi Ding
  5. ChildMandarin: A Comprehensive Mandarin Speech Dataset for Young Children Aged 3-5
    ACL 2025 ·
    Jiaming Zhou
    ,
    Shiyao Wang
    ,
    Shiwan Zhao
    ,
    Jiabei He
    ,
    Haoqin Sun
    ,
    Hui Wang
    , Cheng Liu,
    Aobo Kong
    ,
    Yujie Guo
    ,
    Xi Yang
    ,
    Yequan Wang
    ,
    Yonghua Lin
    ,
    Yong Qin
  6. CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision
    ACL 2025 ·
    Yifei Lu
    ,
    Fanghua Ye
    ,
    Jian Li
    ,
    Qiang Gao
    , Cheng Liu,
    Haibo Luo
    ,
    Nan Du
    ,
    Xiaolong Li
    ,
    Feiliang Ren
  7. CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards
    EMNLP 2025 · Cheng Liu,
    Yifei Lu
    ,
    Fanghua Ye
    ,
    Jian Li
    ,
    Xingyu Chen
    ,
    Feiliang Ren
    ,
    Zhaopeng Tu
    ,
    Xiaolong Li
  8. Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training
    AAAI 2025 ·
    Shuyin Xia
    ,
    Xinjun Ma
    ,
    Zhiyuan Liu
    , Cheng Liu,
    Sen Zhao
    ,
    Guoyin Wang
  9. OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data
    NeurIPS 2025 ·
    Yiren Song
    , Cheng Liu,
    Mike Zheng Shou
  10. S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning
    ACL 2025 ·
    Ruotian Ma
    ,
    Peisong Wang
    , Cheng Liu,
    Xingyan Liu
    ,
    Jiaqi Chen
    ,
    Bang Zhang
    ,
    Xin Zhou
    ,
    Nan Du
    ,
    Jia Li
  11. Identifying while Learning for Document Event Causality Identification
    ACL 2024 · Cheng Liu,
    Wei Xiang
    ,
    Bang Wang
  12. LinNet: Linear Network for Efficient Point Cloud Representation Learning
    NeurIPS 2024 ·
    Hao Deng
    ,
    Kunlei Jing
    ,
    Shengmei Chen
    , Cheng Liu,
    Jiawei Ru
    ,
    Bo Jiang
    ,
    Lin Wang
  13. Ordering-Based Causal Discovery for Linear and Nonlinear Relations
    NeurIPS 2024 ·
    Zhuopeng Xu
    ,
    Yujie Li
    , Cheng Liu,
    Ning Gui