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• Deep Wasserstein Graph Discriminant Learning for Graph Classification

  Tong Zhang, Yun Wang, Zhen Cui, Chuanwei Zhou, Baoliang Cui, Haikuan Huang, Jian Yang

  10914-10922

  2021-05-18

• Rethinking Dimensional Rationale in Graph Contrastive Learning from Causal Perspective

  Qirui Ji, Jiangmeng Li, Jie Hu, Rui Wang, Changwen Zheng, Fanjiang Xu

  12810-12820

  2024-03-24

• Multi-Level Confidence Learning for Trustworthy Multimodal Classification

  Xiao Zheng, Chang Tang, Zhiguo Wan, Chengyu Hu, Wei Zhang

  11381-11389

  2023-06-26

• Semi-Supervised Multimodal Classification Through Learning from Modal and Strategic Complementarities

  Junchi Chen, Richong Zhang, Junfan Chen

  15812-15820

  2025-04-11

• Deep Graph Structural Infomax

  Wenting Zhao, Gongping Xu, Zhen Cui, Siqiang Luo, Cheng Long, Tong Zhang

  4920-4928

  2023-06-26

• Egocentric Video Search via Physical Interactions

  Taiki Miyanishi, Jun-ichiro Hirayama, Quan Kong, Takuya Maekawa, Hiroki Moriya, Takayuki Suyama

  2016-02-21

• DeepBooTS: Dual-Stream Residual Boosting for Drift-Resilient Time-Series Forecasting

  Daojun Liang, Jing Chen, Xiao Wang, Yinglong Wang, Shuo Li

  23391-23400

  2026-03-14

• Adversarial Directed Graph Embedding

  Shijie Zhu, Jianxin Li, Hao Peng, Senzhang Wang, Lifang He

  4741-4748

  2021-05-18

• Graph Component Contrastive Learning for Concept Relatedness Estimation

  Yueen Ma, Zixing Song, Xuming Hu, Jingjing Li, Yifei Zhang, Irwin King

  13362-13370

  2023-06-26

• Unsupervised Feature Selection with Structured Graph Optimization

  Feiping Nie, Wei Zhu, Xuelong Li

  2016-02-21

• Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration

  Zijian Wang, Bin Wang, Haifeng Jing, Huayu Li, Hongbo Dou

  12818-12826

  2025-04-11

• Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating

  Yixin Liu, Yizhen Zheng, Daokun Zhang, Vincent CS Lee, Shirui Pan

  4516-4524

  2023-06-26

• DuoKD: Dual Knowledge Distillation from Large Language Models for Robust Graph Neural Networks

  Cuiying Huo, Xiaotong Huang, Dongxiao He, Yixuan Du, Wenhuan Lu, Di Jin

  14919-14927

  2026-03-14

• VPN: Visual Prompt Navigation

  Shuo Feng, Zihan Wang, Yuchen Li, Rui Kong, Hengyi Cai, Shuaiqiang Wang, Gim Hee Lee, Piji Li, Shuqiang Jiang

  18253-18261

  2026-03-14

• CO²IF: Language-Bridging Hyperspectral-Multispectral Image Fusion with Coordinated and Cross-modal Optimal Transport

  Mingjin Zhang, Zhongkai Yang, Fei Gao

  12654-12662

  2026-03-14

• Learning Adaptive Random Features

  Yanjun Li, Kai Zhang, Jun Wang, Sanjiv Kumar

  4229-4236

  2019-07-17

• Gene Regulatory Network Inference as Relaxed Graph Matching

  Deborah Weighill, Marouen Ben Guebila, Camila Lopes-Ramos, Kimberly Glass, John Quackenbush, John Platig, Rebekka Burkholz

  10263-10272

  2021-05-18

• From Static to Active: Knowledge-Aware Node State Selection in Multi-view Graph Learning

  Weiran Liao, Jielong Lu, Yuhong Chen, Shide Du, Hongrong Chen, Shiping Wang

  23469-23477

  2026-03-14

• AutoFEA: Enhancing AI Copilot by Integrating Finite Element Analysis Using Large Language Models with Graph Neural Networks

  Shifu Hou, Rick Johnson, Ramandeep Makhija, Lingwei Chen, Yanfang Ye

  24078-24085

  2025-04-11

• ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning

  Qin Zhang, Xiaowei Li, Jiexin Lu, Liping Qiu, Shirui Pan, Xiaojun Chen, Junyang Chen

  9350-9358

  2024-03-24

• SVGL: Scale-Variable Graph Learning in Model Space for Multivariate Time Series Classification

  Shikang Liu, Ziyu Tang, Xiren Zhou, Huanhuan Chen

  23801-23809

  2026-03-14

• Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing

  Han Liu, Siyang Zhao, Xiaotong Zhang, Feng Zhang, Wei Wang, Fenglong Ma, Hongyang Chen, Hong Yu, Xianchao Zhang

  18644-18652

  2024-03-24

• Content Learning with Structure-Aware Writing: A Graph-Infused Dual Conditional Variational Autoencoder for Automatic Storytelling

  Meng-Hsuan Yu, Juntao Li, Zhangming Chan, Rui Yan, Dongyan Zhao

  6021-6029

  2021-05-18

• Exposing DeepFakes via Hyperspectral Domain Mapping (Student Abstract)

  Aditya Mehta, Swarnim Chaudhary, Pratik Narang, Jagat Sesh Challa

  41316-41318

  2026-03-14

• Progressive High-Frequency Reconstruction for Pan-Sharpening with Implicit Neural Representation

  Ge Meng, Jingjia Huang, Yingying Wang, Zhenqi Fu, Xinghao Ding, Yue Huang

  4189-4197

  2024-03-24