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• Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems

  Yuening Wang, Yingxue Zhang, Antonios Valkanas, Ruiming Tang, Chen Ma, Jianye Hao, Mark Coates

  4711-4719

  2023-06-26

• Integrating Co-Training with Edge Discrimination to Enhance Graph Neural Networks Under Heterophily

  Siqi Liu, Dongxiao He, Zhizhi Yu, Di Jin, Zhiyong Feng, Weixiong Zhang

  18960-18968

  2025-04-11

• I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs

  Junyu Gao, Tianzhu Zhang, Changsheng Xu

  8303-8311

  2019-07-17

• ARDiff: Anisotropic Residual Diffusion for Heterogeneous Graph Learning

  Yong Chen, Li Li, Nannan Zong, Zhihui Liu, Song-Zhi Su

  14592-14600

  2026-03-14

• Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding

  Jingping Liu, Mingchuan Zhang, Weichen Li, Chao Wang, Shuang Li, Haiyun Jiang, Sihang Jiang, Yanghua Xiao, Yunwen Chen

  18653-18661

  2024-03-24

• FairGSE: Fairness-Aware Graph Neural Network Without High False Positive Rates

  Zhenqiang Ye, Jinjie Lu, Tianlong Gu, Fengrui Hao, Xuemin Wang

  16163-16171

  2026-03-14

• Annotation Cost-Sensitive Deep Active Learning with Limited Data (Student Abstract)

  Renaud Bernatchez, Audrey Durand, Flavie Lavoie-Cardinal

  12913-12914

  2022-06-28

• Towards Comprehensive Recommender Systems: Time-Aware Unified Recommendations Based on Listwise Ranking of Implicit Cross-Network Data

  Dilruk Perera, Roger Zimmermann

  189-197

  2020-04-03

• Fast Online Incremental Learning on Mixture Streaming Data

  Yi Wang, Xin Fan, Zhongxuan Luo, Tianzhu Wang, Maomao Min, Jiebo Luo

  2017-02-13

• Meta-GAIN for Missing Data Imputation

  Tao Tong, Xiaofeng Zhu, Jiangzhang Gan

  25975-25982

  2026-03-14

• Localized Centering: Reducing Hubness in Large-Sample Data

  Kazuo Hara, Ikumi Suzuki, Masashi Shimbo, Kei Kobayashi, Kenji Fukumizu, Miloš Radovanović

  2015-02-21

• Context Enhanced Transformer for Single Image Object Detection in Video Data

  Seungjun An, Seonghoon Park, Gyeongnyeon Kim, Jeongyeol Baek, Byeongwon Lee, Seungryong Kim

  682-690

  2024-03-24

• Metric Multi-View Graph Clustering

  Yuze Tan, Yixi Liu, Hongjie Wu, Jiancheng Lv, Shudong Huang

  9962-9970

  2023-06-26

• Personalized Federated Graph-Level Clustering Network

  Jingxin Liu, Wenxuan Tu, Renda Han, Junlong Wu, Haotian Wang, Guohui Liu, Xiangyan Tang, Yue Yang

  23721-23729

  2026-03-14

• A Hybrid Causal Structure Learning Algorithm for Mixed-Type Data

  Yan Li, Rui Xia, Chunchen Liu, Liang Sun

  7435-7443

  2022-06-28

• Evaluating Trauma Patients: Addressing Missing Covariates with Joint Optimization

  Alex Van Esbroeck, Satinder Singh, Ilan Rubinfeld, Zeeshan Syed

  2014-06-21

• ROAR: Robust Label Ranking for Social Emotion Mining

  Jason (Jiasheng) Zhang, Dongwon Lee

  2018-04-29

• An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention

  Yehjin Shin, Jeongwhan Choi, Hyowon Wi, Noseong Park

  8984-8992

  2024-03-24

• Cumulative Difference Learning VAE for Time-Series with Temporally Correlated Inflow-Outflow

  Tianchun Li, Chengxiang Wu, Pengyi Shi, Xiaoqian Wang

  13619-13627

  2024-03-24

• Another Way to the Top: Exploit Contextual Clustering in Learned Image Coding

  Yichi Zhang, Zhihao Duan, Ming Lu, Dandan Ding, Fengqing Zhu, Zhan Ma

  9377-9386

  2024-03-24

• EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading

  Molei Qin, Shuo Sun, Wentao Zhang, Haochong Xia , Xinrun Wang, Bo An

  14669-14676

  2024-03-24

• Online Learning in Variable Feature Spaces under Incomplete Supervision

  Yi He, Xu Yuan, Sheng Chen, Xindong Wu

  4106-4114

  2021-05-18

• Accurate and Interpretable Machine Learning for Transparent Pricing of Health Insurance Plans

  Rohun Kshirsagar, Li-Yen Hsu, Charles H. Greenberg, Matthew McClelland, Anushadevi Mohan, Wideet Shende, Nicolas P. Tilmans, Min Guo, Ankit Chheda, Meredith Trotter, Shonket Ray, Miguel Alvarado

  15127-15136

  2021-05-18

• Text-to-Image Generation for Abstract Concepts

  Jiayi Liao, Xu Chen, Qiang Fu, Lun Du, Xiangnan He, Xiang Wang, Shi Han, Dongmei Zhang

  3360-3368

  2024-03-24

• Heterogeneous Peer Effects in the Linear Threshold Model

  Christopher Tran, Elena Zheleva

  4175-4183

  2022-06-28