Publications

  1. [ICML 26]

    RTPrune: Reading-Twice Inspired Token Pruning for Efficient DeepSeek-OCR Inference

    [paper]

    Ben Wan, Yan Feng, Zihan Tang, Weizhe Huang, Yuting Zeng, Jia Wang, Tongxuan Liu.

  2. [ICME 26]

    TARAC: Mitigating Hallucination in LVLMs via Temporal Attention Real-time Accumulative Connection

    [paper]

    Chunzhao Xie, Tongxuan Liu, Lei Jiang, Yuting Zeng, Jinrong Guo, Yunheng Shen, Weizhe Huang, Jing Li, Xiaohua Xu.

  3. [WWW 26]

    Leveraging LLMs for Hypothetical Deduction in Logical Inference: A Neuro-Symbolic Approach

    [paper]

    Qingchuan Li, Jiatong Li, Tongxuan Liu, Yuting Zeng, Mingyue Cheng, Weizhe Huang, Qi Liu.

  4. [AAMAS 26]

    GroupDebate: Enhancing the Efficiency of Multi-Agent Debate Using Group Discussion

    [paper]

    Tongxuan Liu, Xingyu Wang, Weizhe Huang, Wenjiang Xu, Yuting Zeng, Lei Jiang, Hailong Yang, Jing Li.

  5. [MLSys 26]

    HydraInfer: Hybrid Disaggregated Scheduling for Multimodal Large Language Model Serving

    [paper]

    Xianzhe Dong, Tongxuan Liu, Yuting Zeng, Liangyu Liu, Yang Liu, Siyu Wu, Yu Wu, Hailong Yang, Ke Zhang, Jing Li.

  6. [AAAI 26]

    From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation

    [paper]

    Qingchuan Li, Mingyue Cheng, Zirui Liu, Daoyu Wang, Yuting Zeng, Tongxuan Liu.

  7. [SC 25]

    Towards Efficient LLM Inference via Collective and Adaptive Speculative Decoding

    [paper]

    Siqi Wang, Hailong Yang, Xuezhu Wang, Tongxuan Liu, Pengbo Wang, Yufan Xu, Xuning Liang, Kejie Ma, Tianyu Feng, Xin You, Ruihao Gong, Rui Wang, Zhongzhi Luan, Yi Liu, Depei Qian.

  8. [EMNLP 25]

    DCP: Dual-Cue Pruning for Efficient Large Vision-Language Models

    [paper]

    Lei Jiang, Zixun Zhang, Yuting Zeng, Chunzhao Xie, Tongxuan Liu, Zhen Li, Lechao Cheng, Xiaohua Xu.

  9. [Preprint]

    xLLM Technical Report

    [paper]

    Tongxuan Liu, Tao Peng, Peijun Yang, Xiaoyang Zhao, Xiusheng Lu, Weizhe Huang, Zirui Liu, Xiaoyu Chen, Zhiwei Liang, Jun Xiong, Donghe Jin, Minchao Zhang, Jinrong Guo, Yingxu Deng, Xu Zhang, Xianzhe Dong, Siqi Wang, Siyu Wu, Yu Wu, Zihan Tang, Yuting Zeng, Yanshu Wang, Jinguang Liu, Meng Kang, Menxin Li, Yunlong Wang, Yiming Liu, Xiaolong Ma, Yifan Wang, Yichen Zhang, Jinrun Yin, Keyang Zheng, Jiawei Yin, Jun Zhang, Ziyue Wang, Xiaobo Lin, Liangyu Liu, Liwei Lan, Yang Liu, Chunhua Peng, Han Liu, Songcheng Ren, Xuezhu Wang, Yunheng Shen, Yi Wang, Guyue Liu, Yitao Hu, Hui Chen, Tong Yang, Hailong Yang, Jing Li, Guiguang Ding, Ke Zhang.

  10. [NAACL 25]

    S2-MAD: Breaking the Token Barrier to Enhance Multi-Agent Debate Efficiency

    [paper]

    Yuting Zeng, Weizhe Huang, Lei Jiang, Tongxuan Liu, Xitai Jin, Chen Tianying Tiana, Jing Li, Xiaohua Xu.

  11. [NAACL 25]

    Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models

    [paper]

    Tongxuan Liu, Wenjiang Xu, Weizhe Huang, Yuting Zeng, Jiaxing Wang, Xingyu Wang, Hailong Yang, Jing Li.