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Yan Xia

12 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

AAAI ×2ACL ×2ICCV ×2EMNLP ×1InterSpeech ×1NAACL ×1NeurIPS ×1SIGKDD ×1WWW ×1

Frequent coauthors

Zhou Zhao
×9
Hai Huang
×6
Jieming Zhu
×6
Sashuai Zhou
×5
Zhenhua Dong
×5
Minghui Fang
×4
Hanting Wang
×3
Shulei Wang
×3
Shengpeng Ji
×3
Xiaoda Yang
×3
Minjie Hong
×3
Tao Jin
×3

Papers

  1. CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation
    AAAI 2026 ·
    Guanghao Zhang
    ,
    Tao Zhong
    , Yan Xia,
    Mushui Liu
    ,
    Zhelun Yu
    ,
    Haoyuan Li
    ,
    Wanggui He
    ,
    Dong She
    ,
    Yi Wang
    ,
    Hao Jiang
  2. AnomalyCoT: A Multi-Scenario Chain-of-Thought Dataset for Multimodal Large Language Models
    NeurIPS 2025 ·
    Jiaxi Cheng
    ,
    Yuliang Xu
    ,
    Shoupeng Wang
    ,
    Tao Ma
    ,
    Yuchen He
    ,
    Jinghe Zhang
    ,
    Sihang Cai
    ,
    Jiawei Zhen
    ,
    Jingyi Jia
    ,
    Yao Wan
    , Yan Xia,
    Zhou Zhao
  3. Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations
    ICCV 2025 ·
    Hai Huang
    , Yan Xia,
    Sashuai Zhou
    ,
    Hanting Wang
    ,
    Shulei Wang
    ,
    Zhou Zhao
  4. CART: A Generative Cross-Modal Retrieval Framework With Coarse-To-Fine Semantic Modeling
    ACL 2025 ·
    Minghui Fang
    ,
    Shengpeng Ji
    ,
    Jialong Zuo
    ,
    Hai Huang
    , Yan Xia,
    Jieming Zhu
    ,
    Xize Cheng
    ,
    Xiaoda Yang
    ,
    Wenrui Liu
    ,
    Gang Wang
    ,
    Zhenhua Dong
    ,
    Zhou Zhao
  5. EAGER-LLM: Enhancing Large Language Models as Recommenders through Exogenous Behavior-Semantic Integration
    WWW 2025 ·
    Minjie Hong
    , Yan Xia,
    Zehan Wang
    ,
    Jieming Zhu
    ,
    Ye Wang
    ,
    Sihang Cai
    ,
    Xiaoda Yang
    ,
    Quanyu Dai
    ,
    Zhenhua Dong
    ,
    Zhimeng Zhang
    ,
    Zhou Zhao
  6. Enhancing Multimodal Unified Representations for Cross Modal Generalization
    ACL 2025 ·
    Hai Huang
    , Yan Xia,
    Shengpeng Ji
    ,
    Shulei Wang
    ,
    Hanting Wang
    ,
    Minghui Fang
    ,
    Jieming Zhu
    ,
    Zhenhua Dong
    ,
    Sashuai Zhou
    ,
    Zhou Zhao
  7. Open-Set Cross Modal Generalization via Multimodal Unified Representation
    ICCV 2025 ·
    Hai Huang
    , Yan Xia,
    Shulei Wang
    ,
    Hanting Wang
    ,
    Minghui Fang
    ,
    Shengpeng Ji
    ,
    Sashuai Zhou
    ,
    Tao Jin
    ,
    Zhou Zhao
  8. Overcoming both Domain Shift and Label Shift for Referring Video Segmentation
    NAACL 2025 ·
    Hai Huang
    ,
    Sashuai Zhou
    , Yan Xia
  9. RecBase: Generative Foundation Model Pretraining for Zero-Shot Recommendation
    EMNLP 2025 ·
    Sashuai Zhou
    ,
    Weinan Gan
    ,
    Qijiong Liu
    ,
    Ke Lei
    ,
    Jieming Zhu
    ,
    Hai Huang
    , Yan Xia,
    Ruiming Tang
    ,
    Zhenhua Dong
    ,
    Zhou Zhao
  10. Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval
    InterSpeech 2025 ·
    Ruofan Hu
    , Yan Xia,
    Minjie Hong
    ,
    Jieming Zhu
    ,
    Bo Chen
    ,
    Xiaoda Yang
    ,
    Minghui Fang
    ,
    Tao Jin
  11. EAGER: Two-Stream Generative Recommender with Behavior-Semantic Collaboration
    SIGKDD 2024 ·
    Ye Wang
    ,
    Jiahao Xun
    ,
    Minjie Hong
    ,
    Jieming Zhu
    ,
    Tao Jin
    ,
    Wang Lin
    ,
    Haoyuan Li
    ,
    Linjun Li
    , Yan Xia,
    Zhou Zhao
    ,
    Zhenhua Dong
  12. StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis
    AAAI 2024 ·
    Yu Zhang
    ,
    Rongjie Huang
    ,
    Ruiqi Li
    ,
    Jinzheng He
    , Yan Xia,
    Feiyang Chen
    ,
    Xinyu Duan
    ,
    Baoxing Huai
    ,
    Zhou Zhao