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• Going Deep: Graph Convolutional Ladder-Shape Networks

  Ruiqi Hu, Shirui Pan, Guodong Long, Qinghua Lu, Liming Zhu, Jing Jiang

  2838-2845

  2020-04-03

• Language Pre-training Guided Masking Representation Learning for Time Series Classification

  Liaoyuan Tang, Zheng Wang, Jie Wang, Guanxiong He, Zhezheng Hao, Rong Wang, Feiping Nie

  12631-12639

  2025-04-11

• Combating Insider Threat in the Open-World Environments: Identification, Monitoring, and Data Augmentation

  Dawei Zhou

  22688-22688

  2024-03-24

• Prototype-Based Explanations for Graph Neural Networks (Student Abstract)

  Yong-Min Shin, Sun-Woo Kim, Eun-Bi Yoon, Won-Yong Shin

  13047-13048

  2022-06-28

• MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction

  Hao Qian, Hongting Zhou, Qian Zhao, Hao Chen, Hongxiang Yao, Jingwei Wang, Ziqi Liu, Fei Yu, Zhiqiang Zhang, Jun Zhou

  14642-14650

  2024-03-24

• Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum

  Wei Ai, Fuchen Zhang, Yuntao Shou, Tao Meng, Haowen Chen, Keqin Li

  11418-11426

  2025-04-11

• Learnable Dynamic Temporal Pooling for Time Series Classification

  Dongha Lee, Seonghyeon Lee, Hwanjo Yu

  8288-8296

  2021-05-18

• Enhancing Machine Learning Classification for Electrical Time Series Applications

  Mark Valovage

  2018-04-29

• Concurrent Multi-Label Prediction in Event Streams

  Xiao Shou, Tian Gao, Dharmashankar Subramanian, Debarun Bhattacharjya, Kristin P. Bennett

  9820-9828

  2023-06-26

• UNSEEN: Enhancing Dataset Pruning from a Generalization Perspective

  Furui Xu, Shaobo Wang, Jiajun Zhang, Chenghao Sun, Haixiang Tang, Linfeng Zhang

  27224-27232

  2026-03-14

• Quality-Based Learning for Web Data Classification

  Ou Wu, Ruiguang Hu, Xue Mao, Weiming Hu

  2014-06-19

• Language-Guided Transformer for Federated Multi-Label Classification

  I-Jieh Liu, Ci-Siang Lin, Fu-En Yang, Yu-Chiang Frank Wang

  13882-13890

  2024-03-24

• SLCFormer: Spectral-Local Context Transformer with Physics-Grounded Flare Synthesis for Nighttime Flare Removal

  Xiyu Zhu, Wei Wang, Xin Yuan, Xiao Wang

  13988-13996

  2026-03-14

• Positive Distribution Pollution: Rethinking Positive Unlabeled Learning from a Unified Perspective

  Qianqiao Liang, Mengying Zhu, Yan Wang, Xiuyuan Wang, Wanjia Zhao, Mengyuan Yang, Hua Wei, Bing Han, Xiaolin Zheng

  8737-8745

  2023-06-26

• Noise-Aware Graph-Based Cognitive Diagnostic Framework Through Low-Rank Alignment

  Guixian Zhang, Yanmei Zhang, Guan Yuan, Shang Liu, Xiaojing Du, Debo Cheng

  16280-16288

  2026-03-14

• A Disease-Aware Dual-Stage Framework for Chest X-ray Report Generation

  Puzhen Wu, Hexin Dong, Yi Lin, Yihao Ding, Yifan Peng

  33953-33961

  2026-03-14

• Generalizing Downsampling from Regular Data to Graphs

  Davide Bacciu, Alessio Conte, Francesco Landolfi

  6718-6727

  2023-06-26

• DHGE: Dual-View Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity Typing

  Haoran Luo, Haihong E, Ling Tan, Gengxian Zhou, Tianyu Yao, Kaiyang Wan

  6467-6474

  2023-06-26

• Iterative Counterfactual Data Augmentation

  Mitchell Plyler, Min Chi

  19931-19938

  2025-04-11

• Information Transfer in Multitask Learning, Data Augmentation, and Beyond

  Hongyang R. Zhang

  15464-15464

  2024-07-15

• Debiased Dual-Invariant Defense for Adversarially Robust Person Re-Identification

  Yuhang Zhou, Yanxiang Zhao, Zhongyun Hua, Zhipu Liu, Zhaoquan Gu, Qing Liao, Leo Yu Zhang

  13835-13843

  2026-03-14

• S-DAG: A Subject-Based Directed Acyclic Graph for Multi-Agent Heterogeneous Reasoning

  Jiangwen Dong, Zehui Lin, Wanyu Lin, Mingjin Zhang

  29394-29402

  2026-03-14

• Analysis-Synthesis Dictionary Learning for Universality-Particularity Representation Based Classification

  Meng Yang, Weiyang Liu, Weixin Luo, Linlin Shen

  2016-03-02

• DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mutual Reconstruction

  Yiming Wang, Bin Zhang, Yujiao Tang

  628-636

  2024-03-25

• What if the Irresponsible Teachers Are Dominating?

  Shuo Chen, Jianwen Zhang, Guangyun Chen, Changshui Zhang

  419-424

  2010-07-03