Publications

2024

  1. ICASSP
    Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks
    Yichao Du, Zhirui Zhang, Linan Yue, Xu Huang, Tong Xu, Linli Xu, and Enhong Chen
    In the 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, 2024
  2. ICLR
    Boosting Selective Rationalization with Shortcuts Discovery
    Linan Yue, Qi Liu, Yichao Du, Li Wang, Weibo Gao, and Yanqing An
    In the 12th International Conference on Learning Representations, ICLR, 2024
  3. TASLP
    Datastore Distillation for Nearest Neighbor Machine Translation
    Yuhan Dai, Zhirui Zhang, Yichao Du, Shengcai Liu, Lemao Liu, and Tong Xu
    IEEE/ACM Transactions on Audio, Speech, and Language Processing, TASLP, 2024
  4. Preprint
    FedJudge: Federated Legal Large Language Model
    Linan Yue, Qi Liu, Yichao Du, Weibo Gao, Ye Liu, and Fangzhou Yao
    ArXiv, 2024

2023

  1. ICLR
    Federated Nearest Neighbor Machine Translation
    Yichao Du, Zhirui Zhang, Bingzhe Wu, Lemao Liu, Tong Xu, and Enhong Chen
    In the 11th International Conference on Learning Representations, ICLR, 2023
  2. ICLR
    Simple and Scalable Nearest Neighbor Machine Translation
    Yuhan Dai, Zhirui Zhang, Qiuzhi Liu, Qu Cui, Wei-Hong Li, Yichao Du, and Tong Xu
    In the 11th International Conference on Learning Representations, ICLR, 2023
  3. IWSLT
    The MineTrans Systems for IWSLT 2023 Offline Speech Translation and Speech-to-Speech Translation Tasks
    Yichao Du, Guo Zhengsheng, Jinchuan Tian, Zhirui Zhang, Xing Wang, Jianwei Yu, Zhaopeng Tu, Tong Xu, and Enhong Chen
    In the 20th International Conference on Spoken Language Translation, IWSLT, 2023
  4. EMNLP
    Nearest Neighbor Machine Translation is Meta-Optimizer on Output Projection Layer
    Ruize Gao, Zhirui Zhang, Yichao Du, Lemao Liu, and Rui Wang
    In the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP, 2023
  5. EMNLP
    IMTLab: An Open-Source Platform for Building, Evaluating, and Diagnosing Interactive Machine Translation Systems
    Xu Huang, Zhirui Zhang, Ruize Gao, Yichao Du, Lemao Liu, Gouping Huang, Shuming Shi, Jiajun Chen, and Shujian Huang
    In the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP, 2023
  6. EMNLP
    Interventional Rationalization
    Linan Yue, Qi Liu, Li Wang, Yanqing An, Yichao Du, and Zhenya Huang
    In the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP, 2023

2022

  1. EMNLP
    Non-Parametric Domain Adaptation for End-to-end Speech Translation
    Yichao Du, Weizhi Wang, Zhirui Zhang, Boxing Chen, Tong Xu, Jun Xie, and  Enhong Chen
    In the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP, 2022
  2. NeurIPS
    DARE: Disentanglement-Augmented Rationale Extraction
    Linan Yue, Qi Liu, Yichao Du, Yanqing An, Li Wang, and Enhong Chen
    In Advances in Neural Information Processing Systems 35, NeurIPS, 2022
  3. AAAI
    Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement
    Yichao Du, Zhirui Zhang, Weizhi Wang, Boxing Chen, Jun Xie, Tong Xu, and  Enhong Chen
    In the 36th Conference on Artificial Intelligence, AAAI, 2022

2021

  1. DASFAA
    Inheritance-guided Hierarchical Assignment for Clinical Automatic Diagnosis
    Yichao Du, Pengfei Luo, Xudong Hong, Tong Xu, Zhe Zhang, Chao Ren, Yi Zheng, and Enhong Chen
    In the 26th International Conference on Database Systems for Advanced Applications, DASFAA, 2021
  2. EMNLP
    Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables
    Weizhi Wang, Zhirui Zhang, Yichao Du, Boxing Chen, Jun Xie, and Weihua Luo
    In the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP, 2021
  3. CICAI
    Knowledge Powered Cooperative Semantic Fusion for Patent Classification
    Zhe Zhang, Tong Xu, Le Zhang, Yichao Du, Hui Xiong, and Enhong Chen
    In the 1st CAAI International Conference on Artificial Intelligence, CICAI, 2021

2020

  1. Big Data Research
    An automatic icd coding method for clinical records based on deep neural network
    Yichao Du, Tong Xu, Jianhui Ma, Enhong Chen, Yi Zheng, Tongzhu Liu, and Guixian Tong
    Big Data Research, 2020