HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts EMNLP

Truong Giang Do | Le Khiem | Quang Pham | TrungTin Nguyen | Thanh-Nam Doan | Binh Nguyen | Chenghao Liu | Savitha Ramasamy | Xiaoli Li | Steven Hoi |

Personalized Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation EMNLP

Hailin Chen | Amrita Saha | Steven Hoi | Shafiq Joty |

Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models EMNLP

Weishi Wang | Yue Wang | Steven Hoi | Shafiq Joty |

CodeT5+: Open Code Large Language Models for Code Understanding and Generation EMNLP

Yue Wang | Hung Le | Akhilesh Gotmare | Nghi Bui | Junnan Li | Steven Hoi |

VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems NAACL

Hung Le | Nancy Chen | Steven Hoi |

Multimodal Dialogue State Tracking NAACL

Hung Le | Nancy Chen | Steven Hoi |

Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems ACL

Hung Le | Doyen Sahoo | Nancy Chen | Steven Hoi |

SOLAR: Scalable Online Learning Algorithms for Ranking ACL IJCNLP

Jialei Wang | Ji Wan | Yongdong Zhang | Steven Hoi |