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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

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Venues

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

Frequent coauthors

Qingkai Fang
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Mengyu Bu
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Zhengrui Ma
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Shoutao Guo
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Shaolei Zhang
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Langlin Huang
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Yan Zhou
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Yun Hong
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Zhuocheng Zhang
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Kangyu Qiao
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Andong Chen
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Yixin Cao
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Papers

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