Longbing Cao

School of Computing , Macquarie University , Sydney , NSW 2109 , Australia

18 papers in the IJCAI proceedings

IJCAI 2025

Out-of-Distribution Detection by Regaining Lost Clues (Abstract Reprint)

with Zhilin Zhao, Philip S. Yu

doi:10.24963/ijcai.2025/1235

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IJCAI 2023

Bayesian Federated Learning: A Survey

with Hui Chen, Xuhui Fan, Joao Gama, Yew-Soon Ong, Vipin Kumar

doi:10.24963/ijcai.2023/851

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IJCAI 2022

A Probabilistic Code Balance Constraint with Compactness and Informativeness Enhancement for Deep Supervised Hashing

with Qi Zhang, Liang Hu, Chongyang Shi, Shoujin Wang, Dora D. Liu

doi:10.24963/ijcai.2022/230

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IJCAI 2021

Graph Learning based Recommender Systems: A Review

with Shoujin Wang, Liang Hu, Yan Wang, Xiangnan He, Quan Z. Sheng, Mehmet A. Orgun, Francesco Ricci, Philip S. Yu

doi:10.24963/ijcai.2021/630

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IJCAI 2020

Intention2Basket: A Neural Intention-driven Approach for Dynamic Next-basket Planning

with Shoujin Wang, Liang Hu, Yan Wang, Quan Z. Sheng, Mehmet Orgun

doi:10.24963/ijcai.2020/323

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IJCAI 2019

Modeling Multi-Purpose Sessions for Next-Item Recommendations via Mixture-Channel Purpose Routing Networks

with Shoujin Wang, Liang Hu, Yan Wang, Quan Z. Sheng, Mehmet Orgun

doi:10.24963/ijcai.2019/523

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Sequential Recommender Systems: Challenges, Progress and Prospects

with Shoujin Wang, Liang Hu, Yan Wang, Quan Z. Sheng, Mehmet Orgun

doi:10.24963/ijcai.2019/883

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IJCAI 2018

CoupledCF: Learning Explicit and Implicit User-item Couplings in Recommendation for Deep Collaborative Filtering

with Quangui Zhang, Chengzhang Zhu, Zhiqiang Li, Jinguang Sun

doi:10.24963/ijcai.2018/509

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Interpretable Recommendation via Attraction Modeling: Learning Multilevel Attractiveness over Multimodal Movie Contents

with Liang Hu, Songlei Jian, Qingkui Chen

doi:10.24963/ijcai.2018/472

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Metadata-dependent Infinite Poisson Factorization for Efficiently Modelling Sparse and Large Matrices in Recommendation

with Trong Dinh Thac Do

doi:10.24963/ijcai.2018/695

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IJCAI 2017

Diversifying Personalized Recommendation with User-session Context

with Liang Hu, Shoujin Wang, Guandong Xu, Jian Cao, Zhiping Gu

doi:10.24963/ijcai.2017/258

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Embedding-based Representation of Categorical Data by Hierarchical Value Coupling Learning

with Songlei Jian, Guansong Pang, Kai Lu, Hang Gao

doi:10.24963/ijcai.2017/269

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Learning Homophily Couplings from Non-IID Data for Joint Feature Selection and Noise-Resilient Outlier Detection

with Guansong Pang, Ling Chen, Huan Liu

doi:10.24963/ijcai.2017/360

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IJCAI 2016

Copula Mixed-Membership Stochastic Blockmodel

with Xuhui Fan, Richard Yi Da Xu

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Outlier Detection in Complex Categorical Data by Modeling the Feature Value Couplings

with Guansong Pang, Ling Chen

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IJCAI 2013

Coupled Attribute Analysis on Numerical Data

with Can Wang, Zhong She

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Cross-Domain Collaborative Filtering via Bilinear Multilevel Analysis

with Liang Hu, Jian Cao, Guandong Xu, Jie Wang, Zhiping Gu

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IJCAI 2011

Similarity-Based Approach for Positive and Unlabeled Learning

with Yanshan Xiao, Bo Liu, Jie Yin, Chengqi Zhang, Zhifeng Hao

doi:10.5591/978-1-57735-516-8/IJCAI11-265

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