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• Decoupled Contrastive Learning for Long-Tailed Recognition

  Shiyu Xuan, Shiliang Zhang

  6396-6403

  2024-03-24

• Deeper Insights Into Graph Convolutional Networks for Semi-Supervised Learning

  Qimai Li, Zhichao Han, Xiao-ming Wu

  2018-04-29

• Isolation Graph Kernel

  Bi-Cun Xu, Kai Ming Ting, Yuan Jiang

  10487-10495

  2021-05-18

• MIGDiff: Multi-attributes Imputations for Attribute-missing Graphs via Graph Denoising Diffusion Model

  Ye Liu, Yang Chen, Hongmin Cai

  15369-15376

  2026-03-14

• Stochastic Safest and Shortest Path Problems

  Florent Teichteil-Königsbuch

  1825-1831

  2021-09-20

• Symmetry-Aware Transformer-Based Mirror Detection

  Tianyu Huang, Bowen Dong, Jiaying Lin, Xiaohui Liu, Rynson W.H. Lau, Wangmeng Zuo

  935-943

  2023-06-26

• Unifying Channel Independence and Mixing: Multi-Scale Patch Recursion for Global–Local Representation Synergy in Multivariate Time Series Forecasting

  Wenhao Zhang, Chun Zhang, Wei Bai, Ning Zhang, Changxia Gao, Yuxin Jia, Chenhao Shi, Shaoxiong Pang

  28427-28436

  2026-03-14

• Solving Indefinite Kernel Support Vector Machine with Difference of Convex Functions Programming

  Hai-Ming Xu, Hui Xue, Xiao-Hong Chen, Yun-Yun Wang

  2017-02-13

• Robust One-Shot Segmentation of Brain Tissues via Image-Aligned Style Transformation

  Jinxin Lv, Xiaoyu Zeng, Sheng Wang, Ran Duan, Zhiwei Wang, Qiang Li

  1861-1869

  2023-06-26

• Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks

  Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Yunfang Wu, Xu Sun

  9180-9189

  2022-06-28

• Tackling Dual-stage Missing Modalities in Brain Tumor Segmentation via Robust Modality Reconstruction and Prompt-guided Modality Adaptation

  Yunpeng Zhao, Cheng Chen, Qing You Pang, Yibing Fu, Quanzheng Li, Carol Tang, Beng Ti Ang, Yueming Jin

  13314-13322

  2026-03-14

• Learning With Single-Teacher Multi-Student

  Shan You, Chang Xu, Chao Xu, Dacheng Tao

  2018-04-29

• A Highly Efficient Marine Mammals Classifier Based on a Cross-Covariance Attended Compact Feed-Forward Sequential Memory Network (Student Abstract)

  Xiangrui Liu, Julian Cheng

  16268-16269

  2024-07-15

• Behavioral Experiments in Email Filter Evasion

  Liyiming Ke, Bo Li, Yevgeniy Vorobeychik

  2016-02-21

• Distilling Reliable Knowledge for Instance-Dependent Partial Label Learning

  Dong-Dong Wu, Deng-Bao Wang, Min-Ling Zhang

  15888-15896

  2024-03-24

• Multimodal Keyless Attention Fusion for Video Classification

  Xiang Long, Chuang Gan, Gerard Melo, Xiao Liu, Yandong Li, Fu Li, Shilei Wen

  2018-04-27

• Topic Correlation Analysis for Cross-Domain Text Classification

  Lianghao Li, Xiaoming Jin, Mingsheng Long

  998-1004

  2021-09-20

• Reinforcement Based Learning on Classification Task Yields Better Generalization and Adversarial Accuracy (Student Abstract)

  Shashi Kant Gupta

  15793-15794

  2021-05-18

• TREE-G: Decision Trees Contesting Graph Neural Networks

  Maya Bechler-Speicher, Amir Globerson, Ran Gilad-Bachrach

  11032-11042

  2024-03-24

• PANDA: Empowering Small Language Models for Proactive Dialogue Through Agent-Based Synthesis (Student Abstract)

  Rongyu Zhang, Dingyuan Zhang, Haopeng Li

  41460-41461

  2026-03-14

• Emotion Rendering for Conversational Speech Synthesis with Heterogeneous Graph-Based Context Modeling

  Rui Liu, Yifan Hu, Yi Ren, Xiang Yin, Haizhou Li

  18698-18706

  2024-03-24

• Trafformer: Unify Time and Space in Traffic Prediction

  Di Jin, Jiayi Shi, Rui Wang, Yawen Li, Yuxiao Huang, Yu-Bin Yang

  8114-8122

  2023-06-26

• Federated Graph Learning under Domain Shift with Generalizable Prototypes

  Guancheng Wan, Wenke Huang, Mang Ye

  15429-15437

  2024-03-24

• Cog-RAG: Cognitive-Inspired Dual-Hypergraph with Theme Alignment Retrieval-Augmented Generation

  Hao Hu, Yifan Feng, Ruoxue Li, Rundong Xue, Xingliang Hou, Zhiqiang Tian, Yue Gao, Shaoyi Du

  31032-31040

  2026-03-14

• GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation

  Xinghe Cheng, Zihan Zhang, Jiapu Wang, Liangda Fang, Chaobo He, Quanlong Guan, Shirui Pan, Weiqi Luo

  14610-14620

  2026-03-14