PPaperPicks

Nan Yin

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

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Venues

AAAI ×5IJCAI ×4ACL ×3ICML ×2ICLR ×1WWW ×1

Frequent coauthors

Mengzhu Wang
×8
Li Shen
×3
Yifan Wang
×2
Zhiping Xiao
×2
Ming Zhang
×2
Wei Ju
×2
Yingxu Wang
×2
Suyu Liu
×2
Zhiguang Cao
×2
Xiao Luo
×2
Xiao Teng
×2
Jiao Li
×2

Papers

  1. KEGOD: Kernel-enhanced Latent Substructure Learning for Graph Out-Of-Distribution Detection
    WWW 2026 ·
    Yifan Wang
    ,
    Haodong Zhang
    ,
    Zhiping Xiao
    ,
    Yusheng Zhao
    ,
    Siyu Yi
    , Nan Yin,
    Xinwang Liu
    ,
    Ming Zhang
    ,
    Wei Ju
  2. Nested Graph Pseudo-Label Refinement for Noisy Label Domain Adaptation Learning
    AAAI 2026 ·
    Yingxu Wang
    ,
    Mengzhu Wang
    ,
    Zhichao Huang
    ,
    Suyu Liu
    , Nan Yin
  3. Scale-Net: A Hierarchical U-Net Framework for Cross-Scale Generalization in Multi-Task Vehicle Routing
    AAAI 2026 ·
    Suyu Liu
    ,
    Zhiguang Cao
    , Nan Yin,
    Yew-Soon Ong
  4. TRACE: An Experiential Framework for Coherent Multi-hop Knowledge Graph Question Answering
    ACL 2026 ·
    Yingxu Wang
    ,
    Jiaxin Huang
    ,
    Mengzhu Wang
    , Nan Yin
  5. A Survey on Efficient Large Language Model Training: From Data-centric Perspectives
    ACL 2025 ·
    Junyu Luo
    ,
    Bohan Wu
    ,
    Xiao Luo
    ,
    Zhiping Xiao
    ,
    Yiqiao Jin
    ,
    Rong-Cheng Tu
    , Nan Yin,
    Yifan Wang
    ,
    Jingyang Yuan
    ,
    Wei Ju
    ,
    Ming Zhang
  6. CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting
    AAAI 2025 ·
    Haoxin Wang
    ,
    Yipeng Mo
    ,
    Kunlan Xiang
    , Nan Yin,
    Honghe Dai
    ,
    Bixiong Li
    ,
    Songhai Fan
    ,
    Site Mo
  7. Coupling Category Alignment for Graph Domain Adaptation
    IJCAI 2025 · Nan Yin,
    Xiao Teng
    ,
    Zhiguang Cao
    ,
    Mengzhu Wang
  8. ESBN: Estimation Shift of Batch Normalization for Source-free Universal Domain Adaptation
    IJCAI 2025 ·
    Jiao Li
    ,
    Houcheng Su
    ,
    Bingli Wang
    ,
    Yuandong Min
    ,
    Mengzhu Wang
    , Nan Yin,
    Shanshan Wang
    ,
    Jingcai Guo
  9. Gaussian Mixture Model for Graph Domain Adaptation
    IJCAI 2025 ·
    Mengzhu Wang
    ,
    Wenhao Ren
    ,
    Yu Zhang
    ,
    Yanlong Fan
    ,
    Dianxi Shi
    ,
    Luoxi Jing
    , Nan Yin
  10. GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation
    ICML 2025 ·
    Mengzhu Wang
    ,
    Houcheng Su
    ,
    Jiao Li
    ,
    Chuan Li
    , Nan Yin,
    Li Shen
    ,
    Jingcai Guo
  11. Nested-Refinement Metamorphosis: Reflective Evolution for Efficient Optimization of Networking Problems
    ACL 2025 ·
    Shuhan Guo
    , Nan Yin,
    James Kwok
    ,
    Quanming Yao
  12. Relieving Universal Label Noise for Unsupervised Visible-Infrared Person Re-Identification by Inferring from Neighbors
    AAAI 2025 ·
    Xiao Teng
    ,
    Long Lan
    ,
    Dingyao Chen
    ,
    Kele Xu
    , Nan Yin
  13. Unified Molecule-Text Language Model with Discrete Token Representation
    IJCAI 2025 ·
    Shuhan Guo
    ,
    Yatao Bian
    ,
    Ruibing Wang
    , Nan Yin,
    Zhen Wang
    ,
    Quanming Yao
  14. DREAM: Dual Structured Exploration with Mixup for Open-set Graph Domain Adaption
    ICLR 2024 · Nan Yin,
    Mengzhu Wang
    ,
    Zhenghan Chen
    ,
    Li Shen
    ,
    Huan Xiong
    ,
    Bin Gu
    ,
    Xiao Luo
  15. Dynamic Spiking Graph Neural Networks
    AAAI 2024 · Nan Yin,
    Mengzhu Wang
    ,
    Zhenghan Chen
    ,
    Giulia De Masi
    ,
    Huan Xiong
    ,
    Bin Gu
  16. Merging Multi-Task Models via Weight-Ensembling Mixture of Experts
    ICML 2024 ·
    Anke Tang
    ,
    Li Shen
    ,
    Yong Luo
    , Nan Yin,
    Lefei Zhang
    ,
    Dacheng Tao