Token-wise Influential Training Data Retrieval for Large Language Models ACL

Huawei Lin | Jikai Long | Zhaozhuo Xu | Weijie Zhao |

QUEST: Efficient Extreme Multi-Label Text Classification with Large Language Models on Commodity Hardware F i n d i n g s - E M N L P

Chuang Zhou | Junnan Dong | Xiao Huang | Zirui Liu | Kaixiong Zhou | Zhaozhuo Xu |

In Defense of Structural Sparse Adapters for Concurrent LLM Serving F i n d i n g s - E M N L P

Junda Su | Zirui Liu | Zeju Qiu | Weiyang Liu | Zhaozhuo Xu |

TensorOpera Router: A Multi-Model Router for Efficient LLM Inference EMNLP

Dimitris Stripelis | Zhaozhuo Xu | Zijian Hu | Alay Dilipbhai Shah | Han Jin | Yuhang Yao | Jipeng Zhang | Tong Zhang | Salman Avestimehr | Chaoyang He |

ScaleLLM: A Resource-Frugal LLM Serving Framework by Optimizing End-to-End Efficiency EMNLP

Yuhang Yao | Han Jin | Alay Dilipbhai Shah | Shanshan Han | Zijian Hu | Dimitris Stripelis | Yide Ran | Zhaozhuo Xu | Salman Avestimehr | Chaoyang He |

Do LLMs Know to Respect Copyright Notice? EMNLP

Jialiang Xu | Shenglan Li | Zhaozhuo Xu | Denghui Zhang |

KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches F i n d i n g s - E M N L P

Jiayi Yuan | Hongyi Liu | Shaochen Zhong | Yu-Neng Chuang | Songchen Li | Guanchu Wang | Duy Le | Hongye Jin | Vipin Chaudhary | Zhaozhuo Xu | Zirui Liu | Xia Hu |