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• Transformer as Linear Expansion of Learngene

  Shiyu Xia, Miaosen Zhang, Xu Yang, Ruiming Chen, Haokun Chen, Xin Geng

  16014-16022

  2024-03-24

• Separators and Adjustment Sets in Markov Equivalent DAGs

  Benito van der Zander, Maciej Liskiewicz

  2016-03-05

• Cascade Size Distributions: Why They Matter and How to Compute Them Efficiently

  Rebekka Burkholz, John Quackenbush

  6840-6849

  2021-05-18

• Scene Graph-Grounded Image Generation

  Fuyun Wang, Tong Zhang, Yuanzhi Wang, Xiaoya Zhang, Xin Liu, Zhen Cui

  7646-7654

  2025-04-11

• Hierarchical Classification Auxiliary Network for Time Series Forecasting

  Yanru Sun, Zongxia Xie, Dongyue Chen, Emadeldeen Eldele, Qinghua Hu

  20743-20751

  2025-04-11

• Large-Scale Graph-Based Semi-Supervised Learning via Tree Laplacian Solver

  Yan-Ming Zhang, Xu-Yao Zhang, Xiao-Tong Yuan, Cheng-Lin Liu

  2016-03-02

• Factorized Explainer for Graph Neural Networks

  Rundong Huang, Farhad Shirani, Dongsheng Luo

  12626-12634

  2024-03-24

• Self-Supervised Graph Learning for Long-Tailed Cognitive Diagnosis

  Shanshan Wang, Zhen Zeng, Xun Yang, Xingyi Zhang

  110-118

  2023-06-26

• Context Matters: Graph-based Self-supervised Representation Learning for Medical Images

  Li Sun, Ke Yu, Kayhan Batmanghelich

  4874-4882

  2021-05-18

• Revisiting Graph Based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach

  Lei Chen, Le Wu, Richang Hong, Kun Zhang, Meng Wang

  27-34

  2020-04-03

• Knowledge-Aware Neuron Interpretation for Scene Classification

  Yong Guan, Freddy Lécué, Jiaoyan Chen, Ru Li, Jeff Z. Pan

  1950-1958

  2024-03-24

• T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction

  Jiahuan Yan, Jintai Chen, Yixuan Wu, Danny Z. Chen, Jian Wu

  10720-10728

  2023-06-26

• Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks

  Chao Li, Hao Xu, Kun He

  8518-8526

  2023-06-26

• DCHO: A Decomposition–Composition Framework for Predicting Higher-Order Brain Connectivity to Enhance Diverse Downstream Applications

  Weibin Li, Wendu Li, Quanying Liu

  1909-1917

  2026-03-14

• BioDPP: Dynamic Prompt Policy Learning for Biomedical Vision-Language Models

  Pingyi Miao, Xianlai Chen, Kai Sun, Yunbo Wang, Shuang Zhao, Ying An

  8052-8060

  2026-03-14

• FT-MoE: Sustainable-learning Mixture of Experts for Fault-Tolerant Computing

  Wenjing Xiao, Wenhao Song, Miaojiang Chen, Min Chen

  16004-16012

  2026-03-14

• Explainable Melanoma Diagnosis with Contrastive Learning and LLM-based Report Generation

  Junwen Zheng, Xinran Xu, Li Rong Wang, Chang Cai, Lucinda Siyun Tan, Dingyuan Wang, Hong Liang Tey, Xiuyi Fan

  38156-38163

  2026-03-14

• BAIT: Benchmarking (Embedding) Architectures for Interactive Theorem-Proving

  Sean Lamont, Michael Norrish, Amir Dezfouli, Christian Walder, Paul Montague

  10607-10615

  2024-03-24

• CGD: Multi-View Clustering via Cross-View Graph Diffusion

  Chang Tang, Xinwang Liu, Xinzhong Zhu, En Zhu, Zhigang Luo, Lizhe Wang, Wen Gao

  5924-5931

  2020-04-03

• TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs

  Yusheng Zhao, Changhu Wang, Xiao Luo, Junyu Luo, Wei Ju, Zhiping Xiao, Ming Zhang

  13401-13409

  2025-04-11

• Multi-View Clustering on Topological Manifold

  Shudong Huang, Ivor Tsang, Zenglin Xu, Jiancheng Lv, Quan-Hui Liu

  6944-6951

  2022-06-28

• Learning Optical Flow with Adaptive Graph Reasoning

  Ao Luo, Fan Yang, Kunming Luo, Xin Li, Haoqiang Fan, Shuaicheng Liu

  1890-1898

  2022-06-28

• Deep Neural Networks for Learning Graph Representations

  Shaosheng Cao, Wei Lu, Qiongkai Xu

  2016-02-21

• Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking

  Yan Gao, Haojun Xu, Jie Li, Nannan Wang, Xinbo Gao

  1842-1850

  2024-03-24

• DIFT: Protecting Contrastive Learning Against Data Poisoning Backdoor Attacks

  Jiang Zhu, Yulin Jin, Qingqing Ye, Zhibiao Guo, Kun Fang, Ruochen Du, Yingnan Zhao, Haibo Hu

  1641-1649

  2026-03-14