PPaperPicks

Yuexian Zou

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

DBLP profile ↗ORCID search ↗

Venues

AAAI ×9ACL ×7InterSpeech ×6EMNLP ×5CIKM ×2ICLR ×2ACM MM ×1CVPR ×1ECCV ×1IJCAI ×1NAACL ×1NeurIPS ×1WSDM ×1

Frequent coauthors

Xuxin Cheng
×22
Xianwei Zhuang
×20
Zhihong Zhu
×20
Zhanpeng Chen
×10
Yuxin Xie
×8
Liming Liang
×8
Hongxiang Li
×8
Yaowei Li
×7
Zhichang Wang
×5
Zhiqi Huang
×5
Bang Yang
×3
Yongkang Yin
×3

Papers

  1. Not All Tokens and Heads Are Equally Important: Dual-Level Attention Intervention for Hallucination Mitigation
    AAAI 2026 ·
    Lexiang Tang
    ,
    Xianwei Zhuang
    ,
    Bang Yang
    ,
    Zhiyuan Hu
    ,
    Hongxiang Li
    ,
    Lu Ma
    ,
    Jinghan Ru
    , Yuexian Zou
  2. WhisperDiari: A Whisper-Based Speaker Diarization Framework in Token Space Leveraging Semantic and Speaker Information for Better Text Adaptability
    AAAI 2026 ·
    Yongkang Yin
    , Yuexian Zou
  3. ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors
    ACL 2025 ·
    Yuguo Yin
    ,
    Yuxin Xie
    ,
    Wenyuan Yang
    ,
    Dongchao Yang
    ,
    Jinghan Ru
    ,
    Xianwei Zhuang
    ,
    Liming Liang
    , Yuexian Zou
  4. Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding
    ACL 2025 ·
    Zhanpeng Chen
    ,
    Mingxiao Li
    ,
    Ziyang Chen
    ,
    Nan Du
    ,
    Xiaolong Li
    , Yuexian Zou
  5. FoleyMaster: High-Quality Video-to-Audio Synthesis via MLLM-Augmented Prompt Tuning and Joint Semantic-Temporal Adaptation
    InterSpeech 2025 ·
    Liming Liang
    ,
    Luo Chen
    ,
    Yuehan Jin
    ,
    Xianwei Zhuang
    ,
    Yuxin Xie
    ,
    Yongkang Yin
    , Yuexian Zou
  6. Image Conductor: Precision Control for Interactive Video Synthesis
    AAAI 2025 ·
    Yaowei Li
    ,
    Xintao Wang
    ,
    Zhaoyang Zhang
    ,
    Zhouxia Wang
    ,
    Ziyang Yuan
    ,
    Liangbin Xie
    ,
    Ying Shan
    , Yuexian Zou
  7. SpeechSEC: A Unified Multi-Task Framework for Speech Synthesis, Editing, and Continuation
    InterSpeech 2025 ·
    Liming Liang
    ,
    Dongchao Yang
    ,
    Xianwei Zhuang
    ,
    Yuxin Xie
    ,
    Luo Chen
    ,
    Yuehan Jin
    , Yuexian Zou
  8. UniCoTT: A Unified Framework for Structural Chain-of-Thought Distillation
    ICLR 2025 ·
    Xianwei Zhuang
    ,
    Zhihong Zhu
    ,
    Zhichang Wang
    ,
    Xuxin Cheng
    , Yuexian Zou
  9. VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification
    CVPR 2025 ·
    Xianwei Zhuang
    ,
    Zhihong Zhu
    ,
    Yuxin Xie
    ,
    Liming Liang
    , Yuexian Zou
  10. AFL-Net: Integrating Audio, Facial, and Lip Modalities with a Two-step Cross-attention for Robust Speaker Diarization in the Wild
    InterSpeech 2024 ·
    Yongkang Yin
    ,
    Xu Li
    ,
    Ying Shan
    , Yuexian Zou
  11. Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment
    AAAI 2024 ·
    Zhihong Zhu
    ,
    Xuxin Cheng
    ,
    Yaowei Li
    ,
    Hongxiang Li
    , Yuexian Zou
  12. Audio-text Retrieval with Transformer-based Hierarchical Alignment and Disentangled Cross-modal Representation
    InterSpeech 2024 ·
    Yifei Xin
    ,
    Zhihong Zhu
    ,
    Xuxin Cheng
    ,
    Xusheng Yang
    , Yuexian Zou
  13. AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head
    AAAI 2024 ·
    Rongjie Huang
    ,
    Mingze Li
    ,
    Dongchao Yang
    ,
    Jiatong Shi
    ,
    Xuankai Chang
    ,
    Zhenhui Ye
    ,
    Yuning Wu
    ,
    Zhiqing Hong
    ,
    Jiawei Huang
    ,
    Jinglin Liu
    ,
    Yi Ren
    , Yuexian Zou,
    Zhou Zhao
    ,
    Shinji Watanabe
  14. Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment
    ACL 2024 ·
    Zhihong Zhu
    ,
    Xuxin Cheng
    ,
    Zhanpeng Chen
    ,
    Xianwei Zhuang
    ,
    Zhiqi Huang
    , Yuexian Zou
  15. Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding
    ACL 2024 ·
    Xuxin Cheng
    ,
    Zhihong Zhu
    ,
    Bang Yang
    ,
    Xianwei Zhuang
    ,
    Hongxiang Li
    , Yuexian Zou
  16. Dance with Labels: Dual-Heterogeneous Label Graph Interaction for Multi-intent Spoken Language Understanding
    WSDM 2024 ·
    Zhihong Zhu
    ,
    Xuxin Cheng
    ,
    Hongxiang Li
    ,
    Yaowei Li
    , Yuexian Zou
  17. DiffATR: Diffusion-based Generative Modeling for Audio-Text Retrieval
    InterSpeech 2024 ·
    Yifei Xin
    ,
    Xuxin Cheng
    ,
    Zhihong Zhu
    ,
    Xusheng Yang
    , Yuexian Zou
  18. Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection
    EMNLP 2024 ·
    Zhanpeng Chen
    ,
    Zhihong Zhu
    ,
    Xianwei Zhuang
    ,
    Zhiqi Huang
    , Yuexian Zou
  19. Embracing Language Inclusivity and Diversity in CLIP through Continual Language Learning
    AAAI 2024 ·
    Bang Yang
    ,
    Yong Dai
    ,
    Xuxin Cheng
    ,
    Yaowei Li
    ,
    Asif Raza
    , Yuexian Zou
  20. Exploiting Auxiliary Caption for Video Grounding
    AAAI 2024 ·
    Hongxiang Li
    ,
    Meng Cao
    ,
    Xuxin Cheng
    ,
    Yaowei Li
    ,
    Zhihong Zhu
    , Yuexian Zou
  21. GPA: Global and Prototype Alignment for Audio-Text Retrieval
    InterSpeech 2024 ·
    Yuxin Xie
    ,
    Zhihong Zhu
    ,
    Xianwei Zhuang
    ,
    Liming Liang
    ,
    Zhichang Wang
    , Yuexian Zou
  22. Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory
    EMNLP 2024 ·
    Xianwei Zhuang
    ,
    Zhihong Zhu
    ,
    Zhanpeng Chen
    ,
    Yuxin Xie
    ,
    Liming Liang
    , Yuexian Zou
  23. Generating More Audios for End-to-End Spoken Language Understanding
    IJCAI 2024 ·
    Xuxin Cheng
    , Yuexian Zou
  24. KDProR: A Knowledge-Decoupling Probabilistic Framework for Video-Text Retrieval
    ECCV 2024 ·
    Xianwei Zhuang
    ,
    Hongxiang Li
    ,
    Xuxin Cheng
    ,
    Zhihong Zhu
    ,
    Yuxin Xie
    , Yuexian Zou
  25. Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System
    EMNLP 2024 ·
    Wanshi Xu
    ,
    Xuxin Cheng
    ,
    Zhihong Zhu
    ,
    Zhanpeng Chen
    , Yuexian Zou
  26. MaCSC: Towards Multimodal-augmented Pre-trained Language Models via Conceptual Prototypes and Self-balancing Calibration
    NAACL 2024 ·
    Xianwei Zhuang
    ,
    Zhichang Wang
    ,
    Xuxin Cheng
    ,
    Yuxin Xie
    ,
    Liming Liang
    , Yuexian Zou
  27. MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts
    ACL 2024 ·
    Xuxin Cheng
    ,
    Zhihong Zhu
    ,
    Xianwei Zhuang
    ,
    Zhanpeng Chen
    ,
    Zhiqi Huang
    , Yuexian Zou
  28. On the Worst Prompt Performance of Large Language Models
    NeurIPS 2024 ·
    Bowen Cao
    ,
    Deng Cai
    ,
    Zhisong Zhang
    , Yuexian Zou,
    Wai Lam
  29. PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling
    ACL 2024 ·
    Xianwei Zhuang
    ,
    Xuxin Cheng
    ,
    Liming Liang
    ,
    Yuxin Xie
    ,
    Zhichang Wang
    ,
    Zhiqi Huang
    , Yuexian Zou
  30. Relevance Is a Guiding Light: Relevance-aware Adaptive Learning for End-to-end Task-oriented Dialogue System
    EMNLP 2024 ·
    Zhanpeng Chen
    ,
    Zhihong Zhu
    ,
    Wanshi Xu
    ,
    Xianwei Zhuang
    , Yuexian Zou
  31. Retrieval is Accurate Generation
    ICLR 2024 ·
    Bowen Cao
    ,
    Deng Cai
    ,
    Leyang Cui
    ,
    Xuxin Cheng
    ,
    Wei Bi
    , Yuexian Zou,
    Shuming Shi
  32. Robust Heterophily Graph Learning via Uniformity Augmentation
    CIKM 2024 ·
    Xusheng Yang
    ,
    Zhengyu Chen
    , Yuexian Zou
  33. SaLa: Scenario-aware Label Graph Interaction for Multi-intent Spoken Language Understanding
    CIKM 2024 ·
    Zhihong Zhu
    ,
    Xuxin Cheng
    ,
    Zhanpeng Chen
    ,
    Zhichang Wang
    ,
    Zhiqi Huang
    , Yuexian Zou
  34. Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup
    ACL 2024 ·
    Xuxin Cheng
    ,
    Ziyu Yao
    ,
    Yifei Xin
    ,
    Hao An
    ,
    Hongxiang Li
    ,
    Yaowei Li
    , Yuexian Zou
  35. Towards Explainable Joint Models via Information Theory for Multiple Intent Detection and Slot Filling
    AAAI 2024 ·
    Xianwei Zhuang
    ,
    Xuxin Cheng
    , Yuexian Zou
  36. Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport
    AAAI 2024 ·
    Xuxin Cheng
    ,
    Zhihong Zhu
    ,
    Hongxiang Li
    ,
    Yaowei Li
    ,
    Xianwei Zhuang
    , Yuexian Zou
  37. Towards Multimodal-augmented Pre-trained Language Models via Self-balanced Expectation-Maximization Iteration
    ACM MM 2024 ·
    Xianwei Zhuang
    ,
    Xuxin Cheng
    ,
    Zhihong Zhu
    ,
    Zhanpeng Chen
    ,
    Hongxiang Li
    , Yuexian Zou
  38. What are the Generator Preferences for End-to-end Task-Oriented Dialog System?
    EMNLP 2024 ·
    Wanshi Xu
    ,
    Xianwei Zhuang
    ,
    Zhanpeng Chen
    ,
    Zhihong Zhu
    ,
    Xuxin Cheng
    , Yuexian Zou