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• Feature Integration Spaces: Joint Training Reveals Dual Encoding in Neural Network Representations

  Omar Claflin

  35384-35392

  2026-03-14

• CL-Guard: Defending DNNs Against Backdoors via Fine-Grained Neuron Analysis and Collaborative Dual-Network Learning

  Jie Xiao, Yuhao Huang, Yanjiao Gao, Aizhu Liu, Zhezhao Yang, Xinyue Yu, Qianwei Zhou, Fan Terry Zhang

  35894-35902

  2026-03-14

• Quad Bayer Joint Demosaicing and Denoising Based on Dual Encoder Network with Joint Residual Learning

  Bolun Zheng, Haoran Li, Quan Chen, Tingyu Wang, Xiaofei Zhou, Zhenghui Hu, Chenggang Yan

  7552-7561

  2024-03-24

• BSDB-Net: Band-Split Dual-Branch Network with Selective State Spaces Mechanism for Monaural Speech Enhancement

  Cunhang Fan, Enrui Liu, Andong Li, Jianhua Tao, Jian Zhou, Jiahao Li, Chengshi Zheng, Zhao Lv

  23850-23858

  2025-04-11

• Adaptive Dual Guidance Knowledge Distillation

  Tong Li, Long Liu, Kang Liu, Xin Wang, Bo Zhou, Hongguang Yang, Kai Lu

  18457-18465

  2025-04-11

• Bridging Public Health with Clinical Decisions from a Data Centric Perspective

  Jiaming Cui

  39813-39814

  2026-03-14

• Multiset Feature Learning for Highly Imbalanced Data Classification

  Fei Wu, Xiao-Yuan Jing, Shiguang Shan, Wangmeng Zuo, Jing-Yu Yang

  2017-02-12

• Multi-Layer Multi-View Classification for Alzheimer’s Disease Diagnosis

  Changqing Zhang, Ehsan Adeli, Tao Zhou, Xiaobo Chen, Dinggang Shen

  2018-04-29

• Partially Blinded Unlearning: Class Unlearning for Deep Networks from Bayesian Perspective

  Subhodip Panda, Shashwat Sourav, Prathosh A.P.

  6372-6380

  2025-04-11

• Relative and Absolute Location Embedding for Few-Shot Node Classification on Graph

  Zemin Liu, Yuan Fang, Chenghao Liu, Steven C.H. Hoi

  4267-4275

  2021-05-18

• Mobility Sequence Extraction and Labeling Using Sparse Cell Phone Data

  Yingxiang Yang, Peter Widhalm, Shounak Athavale, Marta Gonzalez

  2016-03-05

• Data-Efficient Graph Learning

  Kaize Ding

  22663-22663

  2024-03-24

• Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness

  Abdelrahman Zayed, Prasanna Parthasarathi, Gonçalo Mordido, Hamid Palangi, Samira Shabanian, Sarath Chandar

  14593-14601

  2023-06-26

• Privacy Amplification by Iteration for ADMM with (Strongly) Convex Objective Functions

  T-H. Hubert Chan, Hao Xie, Mengshi Zhao

  11204-11211

  2024-03-24

• Exploiting QBF Duality on a Circuit Representation

  Alexandra Goultiaeva, Fahiem Bacchus

  71-76

  2010-07-03

• HC2-GNN: Hierarchical Graph Representation Learning for Efficient Text Classification

  jiejie fan, Xiaojuan Ban, Zhiyan Zhang, Xi Sun

  30611-30619

  2026-03-14

• Double-Descent Curves in Neural Networks: A New Perspective Using Gaussian Processes

  Ouns El Harzli, Bernardo Cuenca Grau, Guillermo Valle-Pérez, Ard A. Louis

  11856-11864

  2024-03-24

• Maximum Likelihood Embedding of Logistic Random Dot Product Graphs

  Luke J. O'Connor, Muriel Medard, Soheil Feizi

  5289-5297

  2020-04-03

• COLA: Improving Conversational Recommender Systems by Collaborative Augmentation

  Dongding Lin, Jian Wang, Wenjie Li

  4462-4470

  2023-06-26

• Erase Then Rectify: A Training-Free Parameter Editing Approach for Cost-Effective Graph Unlearning

  Zhe-Rui Yang, Jindong Han, Chang-Dong Wang, Hao Liu

  13044-13051

  2025-04-11

• Robustness-Guided Image Synthesis for Data-Free Quantization

  Jianhong Bai, Yuchen Yang, Huanpeng Chu, Hualiang Wang, Zuozhu Liu, Ruizhe Chen, Xiaoxuan He, Lianrui Mu, Chengfei Cai, Haoji Hu

  10971-10979

  2024-03-24

• Species Distribution Modeling of Citizen Science Data as a Classification Problem with Class-Conditional Noise

  Rebecca Hutchinson, Liqiang He, Sarah Emerson

  2017-02-12

• CONAN: Complementary Pattern Augmentation for Rare Disease Detection

  Limeng Cui, Siddharth Biswal, Lucas M. Glass, Greg Lever, Jimeng Sun, Cao Xiao

  614-621

  2020-04-03

• LLM vs Small Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model

  Linmei Hu, Hongyu He, Duokang Wang, Ziwang Zhao, Yingxia Shao, Liqiang Nie

  18234-18242

  2024-03-24

• Data Clustering by Laplacian Regularized L1-Graph

  Yingzhen Yang, Zhangyang Wang, Jianchao Yang, Jiangping Wang, Shiyu Chang, Thomas Huang

  2014-06-21