研究

论文

xLLM 团队在高效推理方向发表的同行评审论文与预印本。

全部论文

12 篇论文

  1. SOSP 26

    Janus: Multi-LLM Serving at Production Scale

    原文

    Tianbao Zhou, Yi Wang, Yu Zhou, Zirui Liu, Zhiming Wang, Yebo Peng, Yongfu Wang, Yi Zhang, Jinrun Yin, Kemeng Tian, Fangcheng Fu, Tongxuan Liu, Tao Peng, Tong Yang, Bin Cui, Xupeng Miao, Ke Zhang.

  2. ICML 26

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

    原文

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

  3. ICME 26

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

    原文

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

  4. WWW 26

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

    原文

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

  5. AAMAS 26

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

    原文

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

  6. MLSys 26

    HydraInfer: Hybrid Disaggregated Scheduling for Multimodal Large Language Model Serving

    原文

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

  7. AAAI 26

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

    原文

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

  8. SC 25

    Towards Efficient LLM Inference via Collective and Adaptive Speculative Decoding

    原文

    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.

  9. EMNLP 25

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

    原文

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

  10. Preprint

    xLLM Technical Report

    原文

    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.

  11. NAACL 25

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

    原文

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

  12. NAACL 25

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

    原文

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