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• MSAnchor: De Novo Molecular Generation from Mass Spectrometry Data with Anchor-Extended Molecular Scaffolds

  Xiaohan Qin, Chao Wang, Zhengyang Zhou, Linjiang Chen, Wenjie Du, Yang Wang

  953-961

  2026-03-14

• Self-Organization Preserved Graph Structure Learning with Principle of Relevant Information

  Qingyun Sun, Jianxin Li, Beining Yang, Xingcheng Fu, Hao Peng, Philip S. Yu

  4643-4651

  2023-06-26

• ACAMDA: Improving Data Efficiency in Reinforcement Learning through Guided Counterfactual Data Augmentation

  Yuewen Sun, Erli Wang, Biwei Huang, Chaochao Lu, Lu Feng, Changyin Sun, Kun Zhang

  15193-15201

  2024-03-24

• Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding

  Yuecen Wei, Haonan Yuan, Xingcheng Fu, Qingyun Sun, Hao Peng, Xianxian Li, Chunming Hu

  9160-9168

  2024-03-24

• Automated Spectral Kernel Learning

  Jian Li, Yong Liu, Weiping Wang

  4618-4625

  2020-04-03

• Fine-grained Uncertainty Decomposition in Large Language Models: A Spectral Approach

  Nassim Walha, Sebastian G. Gruber, Thomas Decker, Yinchong Yang, Alireza Javanmardi, Eyke Hüllermeier, Florian Buettner

  26090-26098

  2026-03-14

• Piecewise Linear Transformation – Propagating Aleatoric Uncertainty in Neural Networks

  Thomas Krapf, Michael Hagn, Paul Miethaner, Alexander Schiller, Lucas Luttner, Bernd Heinrich

  20456-20464

  2024-03-24

• Dual Adversarial Co-Learning for Multi-Domain Text Classification

  Yuan Wu, Yuhong Guo

  6438-6445

  2020-04-03

• Beyond Graph Convolutional Network: An Interpretable Regularizer-Centered Optimization Framework

  Shiping Wang, Zhihao Wu, Yuhong Chen, Yong Chen

  4693-4701

  2023-06-26

• Learning the Latent Structure: A Feature-Centric Approach to Graph Data Augmentation

  Yu Song, Zhigang Hua, Yan Xie, Bingheng Li, Jingzhe Liu, Bo Long, Jiliang Tang, Hui Liu

  25581-25589

  2026-03-14

• Adversarial Contrastive Graph Masked AutoEncoder Against Graph Structure and Feature Dual Attacks

  Weixuan Shen, Xiaobo Shen, Shirui Pan

  12515-12523

  2025-04-11

• Sonnet: Spectral Operator Neural Network for Multivariable Time Series Forecasting

  Yuxuan Shu, Vasileios Lampos

  25419-25427

  2026-03-14

• SSCL: Adversarially Guided Image Compression via Semantic and Spectral Consistency Learning

  Wei Jiang, Yongqi Zhai, Jiayu Yang, Bohao Feng, Wenqiang Wang, Bo Huang, Lin Ding, Ronggang Wang

  14937-14945

  2026-03-14

• Spectral Motion Alignment for Video Motion Transfer Using Diffusion Models

  Geon Yeong Park, Hyeonho Jeong, Sang Wan Lee, Jong Chul Ye

  6398-6405

  2025-04-11

• Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs

  Stefano Fiorini, Stefano Coniglio, Michele Ciavotta, Enza Messina

  12006-12015

  2024-03-24

• Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model

  Guanhao Zhao, Zhenya Huang, Cheng Cheng, Yan Zhuang, Qingyang Mao, Xin Li, Shijin Wang, Enhong Chen

  1174-1182

  2025-04-11

• A Primal-Dual Online Algorithm for Online Matching Problem in Dynamic Environments

  Yu-Hang Zhou, Peng Hu, Chen Liang, Huan Xu, Guangda Huzhang, Yinfu Feng, Qing Da, Xinshang Wang, An-Xiang Zeng

  11160-11167

  2021-05-18

• NightHaze: Nighttime Image Dehazing via Self-Prior Learning

  Beibei Lin, Yeying Jin, Yan Wending, Wei Ye, Yuan Yuan, Robby T. Tan

  5209-5217

  2025-04-11

• Incorporating Label Embedding and Feature Augmentation for Multi-Dimensional Classification

  Haobo Wang, Chen Chen, Weiwei Liu, Ke Chen, Tianlei Hu, Gang Chen

  6178-6185

  2020-04-03

• Multi-Agent Security Tax: Trading Off Security and Collaboration Capabilities in Multi-Agent Systems

  Pierre Peigné, Mikolaj Kniejski, Filip Sondej, Matthieu David, Jason Hoelscher-Obermaier, Christian Schroeder de Witt, Esben Kran

  27573-27581

  2025-04-11

• Background-Mixed Augmentation for Weakly Supervised Change Detection

  Rui Huang, Ruofei Wang, Qing Guo, Jieda Wei, Yuxiang Zhang, Wei Fan, Yang Liu

  7919-7927

  2023-06-26

• Neighbor Contrastive Learning on Learnable Graph Augmentation

  Xiao Shen, Dewang Sun, Shirui Pan, Xi Zhou, Laurence T. Yang

  9782-9791

  2023-06-26

• Learning to Cluster Rare Cell Types: Implicit Semantic Data Augmentation for Spatial Multi-modal Omics Analysis

  Daixian Liu, Hau-Sing So, Haoran Chen, Jiao Li, Shanshan Wang, Mengzhu Wang, Jingcai Guo

  7105-7113

  2026-03-14

• Small-Variance Asymptotics for Dirichlet Process Mixtures of SVMs

  Yining Wang, Jun Zhu

  2014-06-21

• Safe Multi-View Deep Classification

  Wei Liu, Yufei Chen, Xiaodong Yue, Changqing Zhang, Shaorong Xie

  8870-8878

  2023-06-26