PPaperPicks

Kai Yu

Shanghai Jiao Tong University, Computer Science and Engineering Department, China

36 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7102-9826 ↗Homepage ↗

Venues

InterSpeech ×7ACL ×6NeurIPS ×5AAAI ×4EMNLP ×4ICML ×3ACM MM ×2NAACL ×2EACL ×1ICCV ×1WSDM ×1

Frequent coauthors

Xie Chen
×17
Lu Chen
×15
Ziyang Ma
×8
Hongshen Xu
×8
Shuai Fan
×7
Yiwei Guo
×6
Da Ma
×6
Zhikang Niu
×5
Ruisheng Cao
×5
Bohan Li
×4
Zichen Zhu
×4
Wenxi Chen
×4

Papers

  1. AHAMask: Reliable Task Specification for Large Audio Language Models Without Instructions
    AAAI 2026 ·
    Yiwei Guo
    ,
    Bohan Li
    ,
    Hankun Wang
    ,
    Zhihan Li
    ,
    Shuai Wang
    ,
    Xie Chen
    , Kai Yu
  2. BSCodec: A Band-Split Neural Codec for High-Quality Universal Audio Reconstruction
    EACL 2026 ·
    Haoran Wang
    ,
    Jiatong Shi
    ,
    Jinchuan Tian
    ,
    Bohan Li
    , Kai Yu,
    Shinji Watanabe
  3. Accelerating Flow-Matching-Based Text-to-Speech via Empirically Pruned Step Sampling
    InterSpeech 2025 ·
    Qixi Zheng
    ,
    Yushen Chen
    ,
    Zhikang Niu
    ,
    Ziyang Ma
    ,
    Xiaofei Wang
    , Kai Yu,
    Xie Chen
  4. Alignment for Efficient Tool Calling of Large Language Models
    EMNLP 2025 ·
    Hongshen Xu
    ,
    Zihan Wang
    ,
    Zichen Zhu
    ,
    Lei Pan
    ,
    Xingyu Chen
    ,
    Shuai Fan
    ,
    Lu Chen
    , Kai Yu
  5. Bitrate-Controlled Diffusion for Disentangling Motion and Content in Video
    ICCV 2025 ·
    Xiao Li
    ,
    Qi Chen
    ,
    Xiulian Peng
    , Kai Yu,
    Xie Chen
    ,
    Yan Lu
  6. Communication-Efficient Diffusion Denoising Parallelization via Reuse-then-Predict Mechanism
    NeurIPS 2025 ·
    Kunyun Wang
    ,
    Bohan Li
    , Kai Yu,
    Minyi Guo
    ,
    Jieru Zhao
  7. Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented Generation
    EMNLP 2025 ·
    Pengchao Feng
    ,
    Ziyang Ma
    ,
    Wenxi Chen
    ,
    Yao Li
    ,
    Sheng Wang
    , Kai Yu,
    Xie Chen
  8. F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
    ACL 2025 ·
    Yushen Chen
    ,
    Zhikang Niu
    ,
    Ziyang Ma
    ,
    Keqi Deng
    ,
    Chunhui Wang
    ,
    Jian Zhao
    , Kai Yu,
    Xie Chen
  9. GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement
    ACL 2025 ·
    Yifan Yang
    ,
    Zheshu Song
    ,
    Jianheng Zhuo
    ,
    Mingyu Cui
    ,
    Jinpeng Li
    ,
    Bo Yang
    ,
    Yexing Du
    ,
    Ziyang Ma
    ,
    Xunying Liu
    ,
    Ziyuan Wang
    ,
    Ke Li
    ,
    Shuai Fan
    , Kai Yu,
    Wei-Qiang Zhang
    ,
    Guoguo Chen
    ,
    Xie Chen
  10. Heads up! Large Language Models Can Perform Tasks Without Your Instruction via Selective Attention Head Masking
    ICML 2025 ·
    Senyu Han
    ,
    Hongchuan Zeng
    , Kai Yu,
    Lu Chen
  11. LSCodec: Low-Bitrate and Speaker-Decoupled Discrete Speech Codec
    InterSpeech 2025 ·
    Yiwei Guo
    ,
    Zhihan Li
    ,
    Chenpeng Du
    ,
    Hankun Wang
    ,
    Xie Chen
    , Kai Yu
  12. MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix
    NeurIPS 2025 ·
    Ziyang Ma
    ,
    Yinghao Ma
    ,
    Yanqiao Zhu
    ,
    Chen Yang
    ,
    Yi-Wen Chao
    ,
    Ruiyang Xu
    ,
    Wenxi Chen
    ,
    Yuanzhe Chen
    ,
    Zhuo Chen
    ,
    Jian Cong
    ,
    Kai Li
    ,
    Keliang Li
    ,
    Siyou Li
    ,
    Xinfeng Li
    ,
    Xiquan Li
    ,
    Zheng Lian
    ,
    Yuzhe Liang
    ,
    Minghao Liu
    ,
    Zhikang Niu
    ,
    Tianrui Wang
    ,
    Yuping Wang
    ,
    Yuxuan Wang
    ,
    Yihao Wu
    ,
    Guanrou Yang
    ,
    Jianwei Yu
    ,
    Ruibin Yuan
    ,
    Zhisheng Zheng
    ,
    Ziya Zhou
    ,
    Haina Zhu
    ,
    Wei Xue
    ,
    Emmanouil Benetos
    , Kai Yu,
    Eng-Siong Chng
    ,
    Xie Chen
  13. MS-BART: Unified Modeling of Mass Spectra and Molecules for Structure Elucidation
    NeurIPS 2025 ·
    Yang Han
    ,
    Pengyu Wang
    , Kai Yu,
    Xin Chen
    ,
    Lu Chen
  14. MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation
    NAACL 2025 ·
    Zichen Zhu
    ,
    Hao Tang
    ,
    Yansi Li
    ,
    Dingye Liu
    ,
    Hongshen Xu
    ,
    Kunyao Lan
    ,
    Danyang Zhang
    ,
    Yixuan Jiang
    ,
    Hao Zhou
    ,
    Chenrun Wang
    ,
    Situo Zhang
    ,
    Liangtai Sun
    ,
    Yixiao Wang
    ,
    Yuheng Sun
    ,
    Lu Chen
    , Kai Yu
  15. NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering
    ACL 2025 ·
    Ruisheng Cao
    ,
    Hanchong Zhang
    ,
    Tiancheng Huang
    ,
    Zhangyi Kang
    ,
    Yuxin Zhang
    ,
    Liangtai Sun
    ,
    Hanqi Li
    ,
    Yuxun Miao
    ,
    Shuai Fan
    ,
    Lu Chen
    , Kai Yu
  16. Pseudo-Autoregressive Neural Codec Language Models for Efficient Zero-Shot Text-to-Speech Synthesis
    ACM MM 2025 ·
    Yifan Yang
    ,
    Shujie Liu
    ,
    Jinyu Li
    ,
    Yuxuan Hu
    ,
    Haibin Wu
    ,
    Hui Wang
    ,
    Jianwei Yu
    ,
    Lingwei Meng
    ,
    Haiyang Sun
    ,
    Yanqing Liu
    ,
    Yan Lu
    , Kai Yu,
    Xie Chen
  17. Reducing Tool Hallucination via Reliability Alignment
    ICML 2025 ·
    Hongshen Xu
    ,
    Zichen Zhu
    ,
    Lei Pan
    ,
    Zihan Wang
    ,
    Su Zhu
    ,
    Da Ma
    ,
    Ruisheng Cao
    ,
    Lu Chen
    , Kai Yu
  18. SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training
    ACL 2025 ·
    Wenxi Chen
    ,
    Ziyang Ma
    ,
    Ruiqi Yan
    ,
    Yuzhe Liang
    ,
    Xiquan Li
    ,
    Ruiyang Xu
    ,
    Zhikang Niu
    ,
    Yanqiao Zhu
    ,
    Yifan Yang
    ,
    Zhanxun Liu
    , Kai Yu,
    Yuxuan Hu
    ,
    Jinyu Li
    ,
    Yan Lu
    ,
    Shujie Liu
    ,
    Xie Chen
  19. Task-Specific Data Selection for Instruction Tuning via Monosemantic Neuronal Activations
    NeurIPS 2025 ·
    Da Ma
    ,
    Gonghu Shang
    ,
    Zhi Chen
    ,
    Libo Qin
    ,
    Yijie Luo
    ,
    Hongshen Xu
    ,
    Lei Pan
    ,
    Shuai Fan
    , Kai Yu,
    Lu Chen
  20. URO-Bench: Towards Comprehensive Evaluation for End-to-End Spoken Dialogue Models
    EMNLP 2025 ·
    Ruiqi Yan
    ,
    Xiquan Li
    ,
    Wenxi Chen
    ,
    Zhikang Niu
    ,
    Chen Yang
    ,
    Ziyang Ma
    , Kai Yu,
    Xie Chen
  21. Unlocking Temporal Flexibility: Neural Speech Codec with Variable Frame Rate
    InterSpeech 2025 ·
    Hanglei Zhang
    ,
    Yiwei Guo
    ,
    Zhihan Li
    ,
    Xiang Hao
    ,
    Xie Chen
    , Kai Yu
  22. VQTalker: Towards Multilingual Talking Avatars Through Facial Motion Tokenization
    AAAI 2025 ·
    Tao Liu
    ,
    Ziyang Ma
    ,
    Qi Chen
    ,
    Feilong Chen
    ,
    Shuai Fan
    ,
    Xie Chen
    , Kai Yu
  23. VietASR: Achieving Industry-level Vietnamese ASR with 50-hour labeled data and Large-Scale Speech Pretraining
    InterSpeech 2025 ·
    Jianheng Zhuo
    ,
    Yifan Yang
    ,
    Yiwen Shao
    ,
    Yong Xu
    ,
    Dong Yu
    , Kai Yu,
    Xie Chen
  24. AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference
    EMNLP 2024 ·
    Yang Han
    ,
    Yiming Wang
    ,
    Rui Wang
    ,
    Lu Chen
    , Kai Yu
  25. AniTalker: Animate Vivid and Diverse Talking Faces through Identity-Decoupled Facial Motion Encoding
    ACM MM 2024 ·
    Tao Liu
    ,
    Feilong Chen
    ,
    Shuai Fan
    ,
    Chenpeng Du
    ,
    Qi Chen
    ,
    Xie Chen
    , Kai Yu
  26. CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions
    NAACL 2024 ·
    Hanchong Zhang
    ,
    Ruisheng Cao
    ,
    Hongshen Xu
    ,
    Lu Chen
    , Kai Yu
  27. DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation
    InterSpeech 2024 ·
    Baihan Li
    ,
    Zeyu Xie
    ,
    Xuenan Xu
    ,
    Yiwei Guo
    ,
    Ming Yan
    ,
    Ji Zhang
    , Kai Yu,
    Mengyue Wu
  28. Evolving Subnetwork Training for Large Language Models
    ICML 2024 ·
    Hanqi Li
    ,
    Lu Chen
    ,
    Da Ma
    ,
    Zijian Wu
    ,
    Su Zhu
    , Kai Yu
  29. Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding
    WSDM 2024 ·
    Hongshen Xu
    ,
    Lu Chen
    ,
    Zihan Zhao
    ,
    Da Ma
    ,
    Ruisheng Cao
    ,
    Zichen Zhu
    , Kai Yu
  30. IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation
    ACL 2024 ·
    Senyu Han
    ,
    Lu Chen
    ,
    Li-Min Lin
    ,
    Zhengshan Xu
    , Kai Yu
  31. On the Effectiveness of Acoustic BPE in Decoder-Only TTS
    InterSpeech 2024 ·
    Bohan Li
    ,
    Feiyu Shen
    ,
    Yiwei Guo
    ,
    Shuai Wang
    ,
    Xie Chen
    , Kai Yu
  32. SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research
    AAAI 2024 ·
    Liangtai Sun
    ,
    Yang Han
    ,
    Zihan Zhao
    ,
    Da Ma
    ,
    Zhennan Shen
    ,
    Baocai Chen
    ,
    Lu Chen
    , Kai Yu
  33. Sparsity-Accelerated Training for Large Language Models
    ACL 2024 ·
    Da Ma
    ,
    Lu Chen
    ,
    Pengyu Wang
    ,
    Hongshen Xu
    ,
    Hanqi Li
    ,
    Liangtai Sun
    ,
    Su Zhu
    ,
    Shuai Fan
    , Kai Yu
  34. Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
    NeurIPS 2024 ·
    Ruisheng Cao
    ,
    Fangyu Lei
    ,
    Haoyuan Wu
    ,
    Jixuan Chen
    ,
    Yeqiao Fu
    ,
    Hongcheng Gao
    ,
    Xinzhuang Xiong
    ,
    Hanchong Zhang
    ,
    Wenjing Hu
    ,
    Yuchen Mao
    ,
    Tianbao Xie
    ,
    Hongshen Xu
    ,
    Danyang Zhang
    ,
    Sida I. Wang
    ,
    Ruoxi Sun
    ,
    Pengcheng Yin
    ,
    Caiming Xiong
    ,
    Ansong Ni
    ,
    Qian Liu
    ,
    Victor Zhong
    ,
    Lu Chen
    , Kai Yu,
    Tao Yu
  35. Text-aware Speech Separation for Multi-talker Keyword Spotting
    InterSpeech 2024 ·
    Haoyu Li
    ,
    Baochen Yang
    ,
    Yu Xi
    ,
    Linfeng Yu
    ,
    Tian Tan
    ,
    Hao Li
    , Kai Yu
  36. UniCATS: A Unified Context-Aware Text-to-Speech Framework with Contextual VQ-Diffusion and Vocoding
    AAAI 2024 ·
    Chenpeng Du
    ,
    Yiwei Guo
    ,
    Feiyu Shen
    ,
    Zhijun Liu
    ,
    Zheng Liang
    ,
    Xie Chen
    ,
    Shuai Wang
    ,
    Hui Zhang
    , Kai Yu