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• ProtGNN: Towards Self-Explaining Graph Neural Networks

  Zaixi Zhang, Qi Liu, Hao Wang, Chengqiang Lu, Cheekong Lee

  9127-9135

  2022-06-28

• Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning

  Shuzheng Si, Haozhe Zhao, Cheng Gao, Yuzhuo Bai, Zhitong Wang, Bofei Gao, Kangyang Luo, Wenhao Li, Yufei Huang, Gang Chen, Fanchao Qi, Minjia Zhang, Baobao Chang, Maosong Sun

  33001-33009

  2026-03-14

• Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport

  Tengfei Ma, Jie Chen

  8856-8864

  2021-05-18

• Multivariate Functional Linear Discriminant Analysis for Partially-Observed Time Series (Abstract Reprint)

  Rahul Bordoloi, Clémence Réda, Orell Trautmann, Saptarshi Bej, Olaf Wolkenhauer

  39856-39856

  2026-03-14

• Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers

  Chengliang Liu, Jie Wen, Xiaoling Luo, Yong Xu

  8816-8824

  2023-06-26

• Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information

  Yi Chen, Hong Qu, Malu Zhang, Yuchen Wang

  7073-7080

  2021-05-18

• Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization

  Yinuo Guo, Hualei Zhu, Zeqi Lin, Bei Chen, Jian-Guang Lou, Dongmei Zhang

  7601-7609

  2021-05-18

• Fair Representation Learning for Recommendation: A Mutual Information Perspective

  Chen Zhao, Le Wu, Pengyang Shao, Kun Zhang, Richang Hong, Meng Wang

  4911-4919

  2023-06-26

• Harnessing Diffusion-Generated Synthetic Images for Fair Image Classification

  Abhipsa Basu, Aviral Gupta, Abhijnya Bhat, Venkatesh Babu Radhakrishnan

  38205-38213

  2026-03-14

• An Effective Approach for Imbalanced Classification: Unevenly Balanced Bagging

  Guohua Liang, Anthony Cohn

  1633-1634

  2013-06-29

• Asymmetric Discrete Graph Hashing

  Xiaoshuang Shi, Fuyong Xing, Kaidi Xu, Manish Sapkota, Lin Yang

  2017-02-13

• DyC-STG: Dynamic Causal Spatio-Temporal Graph Network for Real-time Data Credibility Analysis in IoT

  Guanjie Cheng, Boyi Li, Peihan Wu, Feiyi Chen, Xinkui Zhao, Mengying Zhu, Shuiguang Deng

  137-146

  2026-03-14

• Meta Propagation Networks for Graph Few-shot Semi-supervised Learning

  Kaize Ding, Jianling Wang, James Caverlee, Huan Liu

  6524-6531

  2022-06-28

• A Framework of Online Learning with Imbalanced Streaming Data

  Yan Yan, Tianbao Yang, Yi Yang, Jianhui Chen

  2017-02-13

• Coupled Interdependent Attribute Analysis on Mixed Data

  Can Wang, Chi-Hung Chi, Wei Zhou, Raymond Wong

  2015-02-18

• A Simulator of Human Emergency Mobility Following Disasters: Knowledge Transfer from Big Disaster Data

  Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki, Nicholas Jing Yuan, Xing Xie

  2015-02-10

• A Bayesian Approach to the Data Description Problem

  Alireza Ghasemi, Hamid R. Rabiee, Mohammad Taghi Manzuri, Mohammad Hossein Rohban

  907-913

  2021-09-20

• Semantic Search in Linked Data: Opportunities and Challenges

  Hamid Haidarian Shahri

  1959-1960

  2010-07-05

• An Efficient Framework for Enhancing Discriminative Models via Diffusion Techniques

  Chunxiao Li, Xiaoxiao Wang, Boming Miao, Chuanlong Xie, Zizhe Wang, Yao Zhu

  4670-4678

  2025-04-11

• StyleProto: Style-Augmented Prototype Learning for Cross-Domain Few-Shot Object Detection

  Xi Yang, Quantao Xie

  11748-11756

  2026-03-14

• Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees

  Lue Tao, Yu-Xuan Huang, Wang-Zhou Dai, Yuan Jiang

  15310-15318

  2024-03-24

• Robust Subspace Clustering via Thresholding Ridge Regression

  Xi Peng, Zhang Yi, Huajin Tang

  2015-03-04

• SwitchTab: Switched Autoencoders Are Effective Tabular Learners

  Jing Wu, Suiyao Chen, Qi Zhao, Renat Sergazinov, Chen Li, Shengjie Liu, Chongchao Zhao, Tianpei Xie, Hanqing Guo, Cheng Ji, Daniel Cociorva, Hakan Brunzell

  15924-15933

  2024-03-24

• Partial-Label and Structure-constrained Deep Coupled Factorization Network

  Yan Zhang, Zhao Zhang, Yang Wang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang

  10948-10955

  2021-05-18

• When Causal Inference Meets Graph Machine Learning

  Jing Ma

  22676-22676

  2024-03-24