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• RR-PU: A Synergistic Two-Stage Positive and Unlabeled Learning Framework for Robust Tax Evasion Detection

  Shuzhi Cao, Jianfei Ruan, Bo Dong, Bin Shi, Qinghua Zheng

  8246-8254

  2024-03-24

• APKGC: Noise-enhanced Multi-Modal Knowledge Graph Completion with Attention Penalty

  Yue Jian, Xiangyu Luo, Zhifei Li, Miao Zhang, Yan Zhang, Kui Xiao, Xiaoju Hou

  15005-15013

  2025-04-11

• KGCRR: An Effective Metric-Driven Knowledge Graph Completion Framework by Designing a Novel Upper Bound Function with Adaptive Approximation to Reciprocal Rank

  Kuan Xu, Kuo Yang, Jian Liu, Xiangkui Lu, Jun Wu, Xuezhong Zhou

  12927-12935

  2025-04-11

• Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learning

  Zhuomin Chen, Jingchao Ni, Hojat Allah Salehi, Xu Zheng, Esteban Schafir, Farhad Shirani, Dongsheng Luo

  20481-20489

  2026-03-14

• Cell Graph Transformer for Nuclei Classification

  Wei Lou, Guanbin Li, Xiang Wan, Haofeng Li

  3873-3881

  2024-03-24

• On Dataless Hierarchical Text Classification

  Yangqiu Song, Dan Roth

  2014-06-21

• Self-Supervised Contrastive Re-Learning for Multi-Graph Multi-Label Classification

  Meixia Wang, Yuhai Zhao, Zhengkui Wang, Yejiang Wang, Miaomiao Huang, Fenglong Ma, Fazal Wahab, Wen Shan, Xingwei Wang

  26363-26371

  2026-03-14

• Graph Transplant: Node Saliency-Guided Graph Mixup with Local Structure Preservation

  Joonhyung Park, Hajin Shim, Eunho Yang

  7966-7974

  2022-06-28

• Effective Data Augmentation with Multi-Domain Learning GANs

  Shin'ya Yamaguchi, Sekitoshi Kanai, Takeharu Eda

  6566-6574

  2020-04-03

• SA²GFM: Enhancing Robust Graph Foundation Models with Structure-Aware Semantic Augmentation

  Junhua Shi, Qingyun Sun, Haonan Yuan, Xingcheng Fu

  15716-15724

  2026-03-14

• De-collapsing User Intent: Adaptive Diffusion Augmentation with Mixture-of-Experts for Sequential Recommendation

  Xiaoxi Cui, Chao Zhao, Yurong Cheng, Xiangmin Zhou

  14630-14638

  2026-03-14

• PQDA:Policy-Aligned Q-Consistency Meets Decoupled Augmentation for Generalizable Visual RL

  Yun Zhou, Yuqiang Wu, Chunyu Tan

  29080-29088

  2026-03-14

• Nonlinear Mixup: Out-Of-Manifold Data Augmentation for Text Classification

  Hongyu Guo

  4044-4051

  2020-04-03

• Dual-Window Multiscale Transformer for Hyperspectral Snapshot Compressive Imaging

  Fulin Luo, Xi Chen, Xiuwen Gong, Weiwen Wu, Tan Guo

  3972-3980

  2024-03-24

• Reinforcement Learning for Relation Classification From Noisy Data

  Jun Feng, Minlie Huang, Li Zhao, Yang Yang, Xiaoyan Zhu

  2018-04-26

• HiFi-Mamba: Dual-Stream ?-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction

  Hongli Chen, Pengcheng Fang, Yuxia Chen, Yingxuan Ren, Jing Hao, Fangfang Tang, Xiaohao Cai, Shanshan Shan, Feng Liu

  2868-2876

  2026-03-14

• Group and Graph Joint Sparsity for Linked Data Classification

  Longwen Gao, Shuigeng Zhou

  2016-02-21

• Infer the Whole from a Glimpse of a Part: Keypoint-Based Knowledge Graph for Vehicle Re-Identification

  Kai Lv, Yunlong Li, Zhuo Chen, Shuo Wang, Sheng Han, Youfang Lin

  5901-5909

  2025-04-11

• Federated Partial Label Learning with Local-Adaptive Augmentation and Regularization

  Yan Yan, Yuhong Guo

  16272-16280

  2024-03-24

• Solving Uncertain MDPs with Objectives that Are Separable over Instantiations of Model Uncertainty

  Yossiri Adulyasak, Pradeep Varakantham, Asrar Ahmed, Patrick Jaillet

  2015-03-04

• “Allot?” is “A Lot!” Towards Developing More Generalized Speech Recognition System for Accessible Communication

  Grisha Bandodkar, Shyam Agarwal, Athul Krishna Sughosh, Sahilbir Singh, Taeyeong Choi

  23327-23334

  2024-03-24

• Time-Aware Random Walk Diffusion to Improve Dynamic Graph Learning

  Jong-whi Lee, Jinhong Jung

  8473-8481

  2023-06-26

• Sarcopenia Assessment Model Based on Dual-Source Modal Graph

  Wenxian Zheng, Zhi Chen, Qiaoqin Li, Rongyao Hu, Yongguo Liu

  28875-28882

  2026-03-14

• The Network Data Repository with Interactive Graph Analytics and Visualization

  Ryan Rossi, Nesreen Ahmed

  2015-03-04

• Instruct Where the Model Fails: Generative Data Augmentation via Guided Self-contrastive Fine-tuning

  Weijian Ma, Ruoxin Chen, Keyue Zhang, Shuang Wu, Shouhong Ding

  5991-5999

  2025-04-11