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• FreDN: Spectral Disentanglement for Time Series Forecasting via Learnable Frequency Decomposition

  Zhongde An, Jinhong You, Jiyanglin Li, Yiming Tang, Wen Li, Heming Du, Shouguo Du

  19623-19631

  2026-03-14

• Hyper-Spectral Image Generation from Frequency Spectrums

  Ruth-Emely Pierau

  29291-29292

  2025-04-11

• Efficient Spectral Feature Selection with Minimum Redundancy

  Zheng Zhao, Lei Wang, Huan Liu

  673-678

  2010-07-03

• Generative Pipeline for Data Augmentation of Unconstrained Document Images with Structural and Textural Degradation (Student Abstract)

  Arnab Poddar, Abhishek Kumar Sah, Soumyadeep Dey, Pratik Jawanpuria, Jayanta Mukhopadhyay, Prabir Kumar Biswas

  16298-16299

  2024-07-15

• Invisible Backdoor Attack against 3D Point Cloud Classifier in Graph Spectral Domain

  Linkun Fan, Fazhi He, Tongzhen Si, Wei Tang, Bing Li

  21072-21080

  2024-03-24

• Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis

  Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan

  2018-04-29

• Discriminative Nonparametric Latent Feature Relational Models with Data Augmentation

  Bei Chen, Ning Chen, Jun Zhu, Jiaming Song, Bo Zhang

  2016-02-21

• Can Large Language Models Understand Real-World Complex Instructions?

  Qianyu He, Jie Zeng, Wenhao Huang, Lina Chen, Jin Xiao, Qianxi He, Xunzhe Zhou, Jiaqing Liang, Yanghua Xiao

  18188-18196

  2024-03-24

• Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings

  Jihyeon Seong, Jungmin Kim, Jaesik Choi

  8948-8956

  2024-03-24

• The Hidden Convexity of Spectral Clustering

  James Voss, Mikhail Belkin, Luis Rademacher

  2016-03-02

• Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives

  Weibo Gao, Qi Liu, Hao Wang, Linan Yue, Haoyang Bi, Yin Gu, Fangzhou Yao, Zheng Zhang, Xin Li, Yuanjing He

  8417-8426

  2024-03-24

• Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training

  Shuyin Xia, Xinjun Ma, Zhiyuan Liu, Cheng Liu, Sen Zhao, Guoyin Wang

  12872-12880

  2025-04-11

• A Convex Formulation for Spectral Shrunk Clustering

  Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou

  2015-02-21

• Graph Contrastive Invariant Learning from the Causal Perspective

  Yanhu Mo, Xiao Wang, Shaohua Fan, Chuan Shi

  8904-8912

  2024-03-24

• RS3CIS: Robust Single-Step Spectral Clustering with Intrinsic Subspace

  Yun Xiao, Pengzhen Ren, Zhihui Li, Xiaojiang Chen, Xin Wang, Dingyi Fang

  5482-5489

  2019-07-17

• Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL

  Yihe Zhou, Yuxuan Zheng, Yue Hu, Kaixuan Chen, Tongya Zheng, Jie Song, Mingli Song, Shunyu Liu

  23018-23026

  2025-04-11

• How Does Data Augmentation Affect Privacy in Machine Learning?

  Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu

  10746-10753

  2021-05-18

• MAJIC: Markovian Adaptive Jailbreaking via Iterative Composition of Diverse Innovative Strategies

  Weiwei Qi, Shuo Shao, Wei Gu, Tianhang Zheng, Puning Zhao, Zhan Qin, Kui Ren

  32755-32763

  2026-03-14

• Asymmetric Learning for Spectral Graph Neural Networks

  Fangbing Liu, Qing Wang

  18798-18806

  2025-04-11

• IncepSeqNet: Advancing Signal Classification with Multi-Shape Augmentation (Student Abstract)

  Jongseok Kim, Ohyun Jo

  23542-23543

  2024-03-24

• Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing

  Junkai Lu, Peng Chen, Chenjuan Guo, Yang Shu, Meng Wang, Bin Yang

  24070-24078

  2026-03-14

• Propagation Tree Is Not Deep: Adaptive Graph Contrastive Learning Approach for Rumor Detection

  Chaoqun Cui, Caiyan Jia

  73-81

  2024-03-25

• Curriculum-Enhanced Residual Soft An-Isotropic Normalization for Over-Smoothness in Deep GNNs

  Jin Li, Qirong Zhang, Shuling Xu, Xinlong Chen, Longkun Guo, Yang-Geng Fu

  13528-13536

  2024-03-24

• Data Augmentation Approaches for Satellite Imagery

  Laurel M. Hopkins, Weng-Keen Wong, Hannah Kerner, Fuxin Li, Rebecca A. Hutchinson

  28097-28105

  2025-04-11

• LADA-Trans-NER: Adaptive Efficient Transformer for Chinese Named Entity Recognition Using Lexicon-Attention and Data-Augmentation

  Jiguo Liu, Chao Liu, Nan Li, Shihao Gao, Mingqi Liu, Dali Zhu

  13236-13245

  2023-06-26