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• Posterior Label Smoothing for Node Classification

  Jaeseung Heo, MoonJeong Park, Dongwoo Kim

  21708-21716

  2026-03-14

• Identifying Early Warning Signals from News Using Network Community Detection

  Nataliya Le Vine, Eric Boxer, Mustafa Dinani, Paolo Tortora, Subhradeep Das

  12378-12386

  2022-06-28

• ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data

  Zhenyu Lei, Yushun Dong, Jundong Li, Chen Chen

  12031-12039

  2025-04-11

• Robust Multi-Object Detection Based on Data Augmentation with Realistic Image Synthesis for Point-of-Sale Automation

  Saiprasad Koturwar, Soma Shiraishi, Kota Iwamoto

  9492-9497

  2019-07-17

• The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective

  Naman Goel, Alfonso Amayuelas, Amit Deshpande, Amit Sharma

  7564-7573

  2021-05-18

• Enhancing Multi-View Classification Reliability with Adaptive Rejection

  Wei Liu, Yufei Chen, Xiaodong Yue

  18969-18977

  2025-04-11

• Interactive Attention Transfer Network for Cross-Domain Sentiment Classification

  Kai Zhang, Hefu Zhang, Qi Liu, Hongke Zhao, Hengshu Zhu, Enhong Chen

  5773-5780

  2019-07-17

• NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning

  Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab

  9205-9213

  2024-03-24

• Multiple Feature Refining Network for Visual Emotion Distribution Learning

  Qinfu Xu, Shaozu Yuan, Yiwei Wei, Jie Wu, Leiquan Wang, Chunlei Wu

  8924-8932

  2025-04-11

• Parameter Merging with Gradient-Guided Supermasks in Online Continual Learning

  Benliu Qiu, Heqian Qiu, Lanxiao Wang, Taijin Zhao, Yu Dai, Lili Pan, Hongliang Li

  24991-24999

  2026-03-14

• Contrastive Open Set Recognition

  Baile Xu, Furao Shen, Jian Zhao

  10546-10556

  2023-06-26

• Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation

  Gehua Ma, He Wang, Jingyuan Zhao, Rui Yan, Huajin Tang

  574-582

  2024-03-25

• Federated Learning on Non-IID Graphs via Structural Knowledge Sharing

  Yue Tan, Yixin Liu, Guodong Long, Jing Jiang, Qinghua Lu, Chengqi Zhang

  9953-9961

  2023-06-26

• Robust Graph Based Social Recommendation Through Contrastive Multi-View Learning

  Fei Xiong, Tao Zhang, Shirui Pan, Guixun Luo, Liang Wang

  12890-12898

  2025-04-11

• Investigating the Effectiveness of Laplacian-Based Kernels in Hub Reduction

  Ikumi Suzuki, Kazuo Hara, Masashi Shimbo, Yuji Matsumoto, Marco Saerens

  1112-1118

  2021-09-20

• Document Summarization Based on Data Reconstruction

  Zhanying He, Chun Chen, Jiajun Bu, Can Wang, Lijun Zhang, Deng Cai, Xiaofei He

  620-626

  2021-09-20

• Predictive Maintenance for General Aviation Using Convolutional Transformers

  Hong Yang, Aidan LaBella, Travis Desell

  12636-12642

  2022-06-28

• Topological Pooling on Graphs

  Yuzhou Chen, Yulia R. Gel

  7096-7103

  2023-06-26

• Doubly Approximate Nearest Neighbor Classification

  Weiwei Liu, Zhuanghua Liu, Ivor Tsang, Wenjie Zhang, Xuemin Lin

  2018-04-29

• Fine-Grained Image Retrieval via Dual-Vision Adaptation

  Xin Jiang, Meiqi Cao, Hao Tang, Fei Shen, Zechao Li

  5450-5458

  2026-03-14

• CiNuSeg: Class Incremental Nuclei Segmentation via Anchor-driven Consistency Learning with Dual Region Regularization

  Xuexin Wu, Zhenhui Ding, Huisi Wu, Jing Qin

  10799-10807

  2026-03-14

• Leveraging Local Variance for Pseudo-Label Selection in Semi-supervised Learning

  Zeping Min, Jinfeng Bai, Chengfei Li

  14370-14378

  2024-03-24

• Topics in Selective Classification

  Andrea Pugnana

  16129-16130

  2024-07-15

• Improving Review Representations With User Attention and Product Attention for Sentiment Classification

  Zhen Wu, Xin-Yu Dai, Cunyan Yin, Shujian Huang, Jiajun Chen

  2018-04-26

• Overlap-Robust Decision Boundary Learning for Within-Network Classification

  Sharad Nandanwar, M. N. Murty

  2018-04-29