FedLFC: Towards Efficient Federated Multilingual Modeling with LoRA-based Language Family Clustering F i n d i n g s - N A A C L

Zhihan Guo | Yifei Zhang | Zhuo Zhang | Zenglin Xu | Irwin King |

XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection F i n d i n g s - A C L

Yuanhang Yang | Shiyi Qi | Wenchao Gu | Chaozheng Wang | Cuiyun Gao | Zenglin Xu |

SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC F i n d i n g s - A C L

Jinglong Luo | Yehong Zhang | Zhuo Zhang | Jiaqi Zhang | Xin Mu | Hui Wang | Yue Yu | Zenglin Xu |

M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP

Taowen Wang | Yiyang Liu | James Chenhao Liang | Junhan Zhao | Yiming Cui | Yuning Mao | Shaoliang Nie | Jiahao Liu | Fuli Feng | Zenglin Xu | Cheng Han | Lifu Huang | Qifan Wang | Dongfang Liu |

On Diversified Preferences of Large Language Model Alignment F i n d i n g s - E M N L P

Dun Zeng | Yong Dai | Pengyu Cheng | Longyue Wang | Tianhao Hu | Wanshun Chen | Nan Du | Zenglin Xu |

EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction F i n d i n g s - E M N L P

Li Yang | Qifan Wang | Jianfeng Chi | Jiahao Liu | Jingang Wang | Fuli Feng | Zenglin Xu | Yi Fang | Lifu Huang | Dongfang Liu |