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Yang Feng

Chinese Academy of Sciences, Institute of Computing Technology, Key Laboratory of Intelligent Information Processing, Beijing, China

26 papers at tracked venues · 23 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-2579-1366 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×16NeurIPS ×3EMNLP ×2ICLR ×2AAAI ×1ICML ×1NAACL ×1

Frequent coauthors

Shaolei Zhang
×13
Qingkai Fang
×9
Zhengrui Ma
×9
Min Zhang
×9
Shoutao Guo
×7
Yan Zhou
×5
Mengyu Bu
×4
Yun Hong
×2
Langlin Huang
×2
Tian Yu
×2
Zhongjun He
×1
Hua Wu
×1

Papers

  1. Efficient Training for Cross-lingual Speech Language Models
    ACL 2026 ·
    Yan Zhou
    ,
    Qingkai Fang
    ,
    Yun Hong
    , Yang Feng
  2. FreezeEmpath: Efficient Training for Empathetic Spoken Chatbots with Frozen LLMs
    ACL 2026 ·
    Yun Hong
    ,
    Yan Zhou
    , Yang Feng
  3. Language on Demand, Knowledge at Core: Composing LLMs with Encoder-Decoder Translation Models for Extensible Multilinguality
    ACL 2026 ·
    Mengyu Bu
    , Yang Feng
  4. AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment
    EMNLP 2025 ·
    Mengyu Bu
    ,
    Shaolei Zhang
    ,
    Zhongjun He
    ,
    Hua Wu
    , Yang Feng
  5. Efficient Speech Language Modeling via Energy Distance in Continuous Latent Space
    NeurIPS 2025 ·
    Zhengrui Ma
    , Yang Feng,
    Chenze Shao
    ,
    Fandong Meng
    ,
    Jie Zhou
    ,
    Min Zhang
  6. FastLongSpeech: Enhancing Large Speech-Language Models for Efficient Long-Speech Processing
    NeurIPS 2025 ·
    Shoutao Guo
    ,
    Shaolei Zhang
    ,
    Qingkai Fang
    ,
    Zhengrui Ma
    ,
    Min Zhang
    , Yang Feng
  7. FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation
    ACL 2025 ·
    Zhuocheng Zhang
    , Yang Feng,
    Min Zhang
  8. IG-Pruning: Input-Guided Block Pruning for Large Language Models
    EMNLP 2025 ·
    Kangyu Qiao
    ,
    Shaolei Zhang
    , Yang Feng
  9. LLM-based Translation Inference with Iterative Bilingual Understanding
    ACL 2025 ·
    Andong Chen
    ,
    Kehai Chen
    ,
    Yang Xiang
    ,
    Xuefeng Bai
    ,
    Muyun Yang
    , Yang Feng,
    Tiejun Zhao
    ,
    Min Zhang
  10. LLaMA-Omni 2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis
    ACL 2025 ·
    Qingkai Fang
    ,
    Yan Zhou
    ,
    Shoutao Guo
    ,
    Shaolei Zhang
    , Yang Feng
  11. LLaMA-Omni: Seamless Speech Interaction with Large Language Models
    ICLR 2025 ·
    Qingkai Fang
    ,
    Shoutao Guo
    ,
    Yan Zhou
    ,
    Zhengrui Ma
    ,
    Shaolei Zhang
    , Yang Feng
  12. LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token
    ICLR 2025 ·
    Shaolei Zhang
    ,
    Qingkai Fang
    ,
    Zhe Yang
    , Yang Feng
  13. Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation
    AAAI 2025 ·
    Shoutao Guo
    ,
    Shaolei Zhang
    ,
    Zhengrui Ma
    , Yang Feng
  14. MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation
    NAACL 2025 ·
    Langlin Huang
    ,
    Mengyu Bu
    , Yang Feng
  15. Overcoming Non-monotonicity in Transducer-based Streaming Generation
    ICML 2025 ·
    Zhengrui Ma
    , Yang Feng,
    Min Zhang
  16. A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation
    ACL 2024 ·
    Zhengrui Ma
    ,
    Qingkai Fang
    ,
    Shaolei Zhang
    ,
    Shoutao Guo
    , Yang Feng,
    Min Zhang
  17. CTC-based Non-autoregressive Textless Speech-to-Speech Translation
    ACL 2024 ·
    Qingkai Fang
    ,
    Zhengrui Ma
    ,
    Yan Zhou
    ,
    Min Zhang
    , Yang Feng
  18. Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data?
    ACL 2024 ·
    Qingkai Fang
    ,
    Shaolei Zhang
    ,
    Zhengrui Ma
    ,
    Min Zhang
    , Yang Feng
  19. Decoder-only Streaming Transformer for Simultaneous Translation
    ACL 2024 ·
    Shoutao Guo
    ,
    Shaolei Zhang
    , Yang Feng
  20. Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features
    ACL 2024 ·
    Mengyu Bu
    ,
    Shuhao Gu
    , Yang Feng
  21. Integrating Multi-scale Contextualized Information for Byte-based Neural Machine Translation
    ACL 2024 ·
    Langlin Huang
    , Yang Feng
  22. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), ACL 2024, Bangkok, Thailand, August 11-16, 2024
    ACL 2024 ·
    Yixin Cao
    , Yang Feng,
    Deyi Xiong
  23. Speculative Decoding with CTC-based Draft Model for LLM Inference Acceleration
    NeurIPS 2024 ·
    Zhuofan Wen
    ,
    Shangtong Gui
    , Yang Feng
  24. StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning
    ACL 2024 ·
    Shaolei Zhang
    ,
    Qingkai Fang
    ,
    Shoutao Guo
    ,
    Zhengrui Ma
    ,
    Min Zhang
    , Yang Feng
  25. Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts
    ACL 2024 ·
    Tian Yu
    ,
    Shaolei Zhang
    , Yang Feng
  26. TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space
    ACL 2024 ·
    Shaolei Zhang
    ,
    Tian Yu
    , Yang Feng