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Yuxin Huang

15 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

EMNLP ×5AAAI ×4ACL ×3InterSpeech ×2NAACL ×1

Frequent coauthors

Zhengtao Yu
×15
Shengxiang Gao
×10
Ran Song
×5
Shuting Jiang
×3
Yan Xiang
×3
Jianjian Liu
×3
Ying Li
×3
Wenjun Wang
×3
Ling Dong
×3
Siqi Zhang
×2
Yantuan Xian
×2
Xiangnan Ma
×2

Papers

  1. Breaking Consensus Bias: Unsupervised Reinforcement Learning for Machine Translation
    ACL 2026 ·
    Shuting Jiang
    ,
    Ran Song
    ,
    Siqi Zhang
    , Yuxin Huang,
    Shengxiang Gao
    ,
    Zhengtao Yu
  2. Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation
    AAAI 2026 ·
    Shuting Jiang
    ,
    Ran Song
    , Yuxin Huang,
    Yan Xiang
    ,
    Yantuan Xian
    ,
    Shengxiang Gao
    ,
    Zhengtao Yu
  3. Layer-aware Dual-directional Modulation for Low-resource Machine Translation
    ACL 2026 ·
    Siqi Zhang
    ,
    Ran Song
    ,
    Shuting Jiang
    , Yuxin Huang,
    Zhengtao Yu
  4. SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement
    AAAI 2026 ·
    Yuan Ge
    ,
    Junxiang Zhang
    ,
    Xiaoqian Liu
    ,
    Bei Li
    ,
    Xiangnan Ma
    ,
    Chenglong Wang
    ,
    Kaiyang Ye
    ,
    Yangfan Du
    ,
    Linfeng Zhang
    , Yuxin Huang,
    Tong Xiao
    ,
    Zhengtao Yu
    ,
    Jingbo Zhu
  5. 3R: Enhancing Sentence Representation Learning via Redundant Representation Reduction
    EMNLP 2025 ·
    Longxuan Ma
    ,
    Xiao Wu
    , Yuxin Huang,
    Shengxiang Gao
    ,
    Zhengtao Yu
  6. A Mixed-Language Multi-Document News Summarization Dataset and a Graphs-Based Extract-Generate Model
    NAACL 2025 ·
    Shengxiang Gao
    ,
    Fang Nan
    ,
    Yongbing Zhang
    , Yuxin Huang,
    Kaiwen Tan
    ,
    Zhengtao Yu
  7. Dynamic Syntactic Feature Filtering and Injecting Networks for Cross-lingual Dependency Parsing
    AAAI 2025 ·
    Jianjian Liu
    ,
    Zhengtao Yu
    ,
    Ying Li
    , Yuxin Huang,
    Shengxiang Gao
  8. GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition
    EMNLP 2025 ·
    Yang Chen
    ,
    Shuwan Yang
    ,
    Yan Xiang
    ,
    Ran Song
    , Yuxin Huang,
    Zhengtao Yu
  9. Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation
    ACL 2025 ·
    Yuhao Zhang
    ,
    Xiangnan Ma
    ,
    Kaiqi Kou
    ,
    Peizhuo Liu
    ,
    Weiqiao Shan
    ,
    Benyou Wang
    ,
    Tong Xiao
    , Yuxin Huang,
    Zhengtao Yu
    ,
    JingBo Zhu
  10. Memory-enhanced Large Language Model for Cross-lingual Dependency Parsing via Deep Hierarchical Syntax Understanding
    EMNLP 2025 ·
    Jianjian Liu
    ,
    Ying Li
    ,
    Zhengtao Yu
    ,
    Shun Su
    ,
    Shengxiang Gao
    , Yuxin Huang
  11. Multilingual Generative Retrieval via Cross-lingual Semantic Compression
    EMNLP 2025 · Yuxin Huang,
    Simeng Wu
    ,
    Ran Song
    ,
    Yan Xiang
    ,
    Yantuan Xian
    ,
    Shengxiang Gao
    ,
    Zhengtao Yu
  12. SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models
    AAAI 2025 ·
    Linqin Wang
    ,
    Yaping Liu
    ,
    Zhengtao Yu
    ,
    Shengxiang Gao
    ,
    Cunli Mao
    , Yuxin Huang,
    Wenjun Wang
    ,
    Ling Dong
  13. DGSRN: Noise-Robust Speech Recognition Method with Dual-Path Gated Spectral Refinement Network
    InterSpeech 2024 ·
    Wenjun Wang
    ,
    Shangbin Mo
    ,
    Ling Dong
    ,
    Zhengtao Yu
    ,
    Junjun Guo
    , Yuxin Huang
  14. Integrating Speech Self-Supervised Learning Models and Large Language Models for ASR
    InterSpeech 2024 ·
    Ling Dong
    ,
    Zhengtao Yu
    ,
    Wenjun Wang
    , Yuxin Huang,
    Shengxiang Gao
    ,
    Guojiang Zhou
  15. Representation Alignment and Adversarial Networks for Cross-lingual Dependency Parsing
    EMNLP 2024 ·
    Ying Li
    ,
    Jianjian Liu
    ,
    Zhengtao Yu
    ,
    Shengxiang Gao
    , Yuxin Huang,
    Cunli Mao