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• Denoising Mixup for Regression

  Zhengzhang Hou, Zhanshan Li, Yanbo Liu, Geoff Nitschke, You Lu, Ximing Li

  21805-21813

  2026-03-14

• Robust Self-Supervised Multi-Instance Learning with Structure Awareness

  Yejiang Wang, Yuhai Zhao, Zhengkui Wang, Meixia Wang

  10218-10225

  2023-06-26

• TAdaRAG: Task Adaptive Retrieval-Augmented Generation via On-the-Fly Knowledge Graph Construction

  Jie Zhang, Bo Tang, Wanzi Shao, Wenqiang Wei, Jihao Zhao, Jianqing Zhu, Zhiyu Li, Wen Xi, Zehao Lin, Feiyu Xiong, Yanchao Tan

  34728-34736

  2026-03-14

• Self-Supervised Object Localization with Joint Graph Partition

  Yukun Su, Guosheng Lin, Yun Hao, Yiwen Cao, Wenjun Wang, Qingyao Wu

  2289-2297

  2022-06-28

• DART: Dual-Modal Adaptive Online Prompting and Knowledge Retention for Test-Time Adaptation

  Zichen Liu, Hongbo Sun, Yuxin Peng, Jiahuan Zhou

  14106-14114

  2024-03-24

• Uncertainty-Guided View-Strength-Aware Feature Utilization for Multi-View Classification

  Li Lv, Qian Guo, Li Zhang, Liang Du, Bingbing Jiang, Lu Chen, Xinyan Liang

  24198-24206

  2026-03-14

• Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning

  Thilini Cooray, Ngai-Man Cheung

  6420-6428

  2022-06-28

• Detecting and Tracking Concept Class Drift and Emergence in Non-Stationary Fast Data Streams

  Brandon Parker, Latifur Khan

  2015-02-21

• GraphGAN: Graph Representation Learning With Generative Adversarial Nets

  Hongwei Wang, Jia Wang, Jialin Wang, Miao Zhao, Weinan Zhang, Fuzheng Zhang, Xing Xie, Minyi Guo

  2018-04-26

• Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation

  Gaode Chen, Xinghua Zhang, Yijun Su, Yantong Lai, Ji Xiang, Junbo Zhang, Yu Zheng

  4149-4156

  2023-06-26

• NoiseHGNN: Synthesized Similarity Graph-Based Neural Network for Noised Heterogeneous Graph Representation Learning

  Zhang Xiong, Cheng Xie, Haoran Duan, Beibei Yu

  21725-21733

  2025-04-11

• Semi-Supervised Dimension Reduction for Multi-Label Classification

  Buyue Qian, Ian Davidson

  569-574

  2010-07-03

• StoryQ—an Online Environment for Machine Learning of Text Classification

  William Finzer, Jie Chao, Carolyn Rose, Shiyan Jiang

  12860-12860

  2022-06-28

• Multi-Mask Label Mapping for Prompt-Based Learning

  Jirui Qi, Richong Zhang, Jaein Kim, Junfan Chen, Wenyi Qin, Yongyi Mao

  13465-13473

  2023-06-26

• Using Deep and Convolutional Neural Networks for Accurate Emotion Classification on DEAP Data

  Samarth Tripathi, Shrinivas Acharya, Ranti Dev Sharma, Sudhanshi Mittal, Samit Bhattacharya

  4746-4752

  2017-02-11

• Learning Losses for Strategic Classification

  Tosca Lechner, Ruth Urner

  7337-7344

  2022-06-28

• Multimodal Mixture-of-Experts with Retrieval Augmentation for Protein Active Site Identification

  Jiayang Wu, Jiale Zhou, Rubo Wang, Xingyi Zhang, Xun Lin, Tianxu Lv, Leong Hou U, Yefeng Zheng

  26913-26921

  2026-03-14

• GOODAT: Towards Test-Time Graph Out-of-Distribution Detection

  Luzhi Wang, Dongxiao He, He Zhang, Yixin Liu, Wenjie Wang, Shirui Pan, Di Jin, Tat-Seng Chua

  15537-15545

  2024-03-24

• Test Time Augmentation Meets Post-hoc Calibration: Uncertainty Quantification under Real-World Conditions

  Achim Hekler, Titus J. Brinker, Florian Buettner

  14856-14864

  2023-06-26

• A Flat Minima Perspective on Understanding Augmentations and Model Robustness

  Weebum Yoo, Sung Whan Yoon

  27879-27889

  2026-03-14

• GATCL: An Adaptive Contrastive Learning Framework Based on MHGAT for Spatial Domain Identification in Spatial Transcriptomics

  Shilin Zhang, Weiliang Huo, Qingchen Zhang, Xiulong Liu

  18011-18019

  2026-03-14

• Every Little Bit Helps: Exploring Better Utilization of Unlabeled Data for Semi-supervised Singing Melody Extraction Using Multi-bands Diffusion Model

  Shuai Yu, Xiaoliang He, Kangjie Dong, Yi Yu

  1489-1497

  2026-03-14

• FLAG-4D: Flow-Guided Local-Global Dual-Deformation Model for 4D Reconstruction

  Guan Yuan Tan, Ngoc Tuan Vu, Arghya Pal, Sailaja Rajanala, Raphael C W Phan, Mettu Srinivas, Chee-Ming Ting

  9305-9313

  2026-03-14

• Dual-stream Relation-modeling Disentanglement for Cloth-Changing Person Re-Identification

  Shijuan Huang, Hefei Ling, Zongyi Li, Xu Li, Zhao Lv

  5104-5112

  2026-03-14

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

  Omar Claflin

  35384-35392

  2026-03-14