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Works (45)

Graph Condensation: A Survey

arXiv
2024 | Other
EID:

2-s2.0-85183600131

Part of ISSN: 23318422
Contributors: Gao, X.; Yu, J.; Jiang, W.; Chen, T.; Zhang, W.; Yin, H.
Source: Self-asserted source
Junliang Yu via Scopus - Elsevier

Poisoning Attacks Against Recommender Systems: A Survey

arXiv
2024 | Other
EID:

2-s2.0-85183305243

Part of ISSN: 23318422
Contributors: Wang, Z.; Gao, M.; Yu, J.; Ma, H.; Yin, H.; Sadiq, S.
Source: Self-asserted source
Junliang Yu via Scopus - Elsevier

Consistency and Discrepancy-Based Contrastive Tripartite Graph Learning for Recommendations

2024-08-25 | Conference paper
Contributors: Linxin Guo; Yaochen Zhu; Min Gao; Yinghui Tao; Junliang Yu; Chen Chen
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Unveiling Vulnerabilities of Contrastive Recommender Systems to Poisoning Attacks

2024-08-25 | Conference paper
Contributors: Zongwei Wang; Junliang Yu; Min Gao; Hongzhi Yin; Bin Cui; Shazia Sadiq
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Accelerating scalable graph neural network inference with node-adaptive propagation

2024 IEEE 40th International Conference on Data Engineering (ICDE)
2024-05-13 | Conference paper | Author
OTHER-ID: UQ:0aead9f
Part of ISSN: 2375-0286
Part of ISSN: 1084-4627
Part of ISBN: 9798350317152
Contributors: Xinyi Gao; Zhang, Wentao; Junliang Yu; Shao, Yingxia; Nguyen, Quoc Viet Hung; Cui, Bin; Prof. Hongzhi Yin
Source: check_circle
University of Queensland

Prompt-enhanced Federated Content Representation Learning for Cross-domain Recommendation

Proceedings of the Web Conference 2024
2024-04 | Conference paper
EID:

2-s2.0-85185377671

Part of ISSN: 23318422
Contributors: Lei Guo; Ziang Lu; Junliang Yu; Nguyen Quoc Viet Hung; Hongzhi Yin
Source: Self-asserted source
Junliang Yu
grade
Preferred source (of 2)‎

Motif-based Prompt Learning for Universal Cross-domain Recommendation

Proceedings of the 17th ACM International Conference on Web Search and Data Mining
2024-03-04 | Conference paper | Author
EID:

2-s2.0-85175230677

Part of ISSN: 23318422
OTHER-ID: UQ:39d44ac
Part of ISBN: 9798400703713
WOSUID:

WOS:001182230100032

Contributors: Bowen Hao; Chaoqun Yang; Lei Guo; Junliang Yu; Prof. Hongzhi Yin
Source: Self-asserted source
Junliang Yu

Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation

arXiv
2023 | Other
EID:

2-s2.0-85175683957

Part of ISSN: 23318422
Contributors: Gao, X.; Zhang, W.; Yu, J.; Shao, Y.; Nguyen, Q.V.H.; Cui, B.; Yin, H.
Source: Self-asserted source
Junliang Yu via Scopus - Elsevier

Poisoning Attacks Against Contrastive Recommender Systems

arXiv
2023 | Other
EID:

2-s2.0-85180121291

Part of ISSN: 23318422
Contributors: Wang, Z.; Yu, J.; Gao, M.; Yin, H.; Cui, B.; Sadiq, S.
Source: Self-asserted source
Junliang Yu via Scopus - Elsevier

Self-Supervised Learning for Recommender Systems: A Survey

IEEE Transactions on Knowledge and Data Engineering
2023 | Journal article
EID:

2-s2.0-85161504751

Part of ISSN: 15582191 10414347
OTHER-ID: UQ:07c6868
Part of ISSN: 1041-4347
WOSUID:

WOS:001124222100024

EID:

2-s2.0-85171316196

Part of ISSN: 23318422
Contributors: Yu, Junliang; Yin, Hongzhi; Xia, Xin; Chen, Tong; Li, Jundong; Huang, Zi
Source: Self-asserted source
Junliang Yu

Semantic-aware Node Synthesis for Imbalanced Heterogeneous Information Networks

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management
2023 | Conference paper
EID:

2-s2.0-85178155869

Part of ISBN: 9798400701245
EID:

2-s2.0-85150632319

Part of ISSN: 23318422
OTHER-ID: UQ:1a63bb0
WOSUID:

WOS:001161549500056

Contributors: Gao, Xinyi; Zhang, Wentao; Chen, Tong; Yu, Junliang; Nguyen, Hung Quoc Viet; Yin, Hongzhi
Source: Self-asserted source
Junliang Yu

Towards Communication-Efficient Model Updating for On-Device Session-Based Recommendation

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management
2023-10-21 | Conference paper | Author
EID:

2-s2.0-85178098917

Part of ISBN: 9798400701245
EID:

2-s2.0-85171399667

Part of ISSN: 23318422
OTHER-ID: UQ:e860638
WOSUID:

WOS:001161549502083

Contributors: Xin Xia; Junliang Yu; Guandong Xu; Prof. Hongzhi Yin
Source: Self-asserted source
Junliang Yu

Efficient bi-level optimization for recommendation denoising

29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
2023-08-04 | Conference paper | Author
OTHER-ID: UQ:71706db
Part of ISBN: 9798400701030
WOSUID:

WOS:001118896302049

Contributors: Wang, Zongwei; Gao, Min; Li, Wentao; Junliang Yu; Guo, Linxin; Prof. Hongzhi Yin
Source: check_circle
University of Queensland
grade
Preferred source (of 5)‎

XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation

IEEE Transactions on Knowledge and Data Engineering
2023-06 | Journal article
EID:

2-s2.0-85162909300

Part of ISSN: 15582191 10414347
EID:

2-s2.0-85165706177

Part of ISSN: 23318422
OTHER-ID: UQ:bcf030c
Part of ISSN: 1041-4347
WOSUID:

WOS:001140611700015

Contributors: Yu, Junliang; Xia, Xin; Chen, Tong; Cui, Lizhen; Hung, Nguyen Quoc Viet; Yin, Hongzhi
Source: Self-asserted source
Junliang Yu

Enhancing recommender systems with self-supervised learning

The University of Queensland
2023-06-16 | Dissertation/Thesis | Author
OTHER-ID: UQ:9b4b38b
Contributors: Junliang Yu
Source: check_circle
University of Queensland
grade
Preferred source (of 2)‎

Are Graph Augmentations Necessary? Simple Graph Contrastive Learning for Recommendation

Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval
2022 | Conference paper
EID:

2-s2.0-85132178487

Part of ISSN: 23318422
Contributors: Yu, Junliang; Yin, Hongzhi; Xia, Xin; Chen, Tong; Cui, Lizhen; Nguyen, Quoc Viet Hung
Source: Self-asserted source
Junliang Yu

Efficient On-Device Session-Based Recommendation

ACM Transactions on Information Systems (TOIS)
2022 | Journal article
EID:

2-s2.0-85172413443

Part of ISSN: 15582868 10468188
EID:

2-s2.0-85139165387

Part of ISSN: 23318422
OTHER-ID: UQ:1def00f
Part of ISSN: 1046-8188
WOSUID:

WOS:001068685300021

Contributors: Xia, Xin; Yu, Junliang; Wang, Qinyong; Yang, Chaoqun; Nguyen, Quoc Viet Hung; Yin, Hongzhi
Source: Self-asserted source
Junliang Yu

On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation

Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval
2022 | Conference paper
OTHER-ID: UQ:e4ac716
Part of ISBN: 9781450387323
WOSUID:

WOS:000852715900055

EID:

2-s2.0-85170909408

Part of ISSN: 23318422
Contributors: Xia, Xin; Yin, Hongzhi; Yu, Junliang; Wang, Qinyong; Xu, Gu; ong; Hung, Nguyen Quoc Viet
Source: Self-asserted source
Junliang Yu

Predictive and Contrastive: Dual-Auxiliary Learning for Recommendation

IEEE Transactions on Computational Social Systems
2022 | Journal article
EID:

2-s2.0-85134253191

Part of ISSN: 2329924X
OTHER-ID: UQ:c3be258
WOSUID:

WOS:000824766400001

EID:

2-s2.0-85135821891

Part of ISSN: 23318422
Contributors: Tao, Yinghui; Gao, Min; Yu, Junliang; Wang, Zongwei; Xiong, Qingyu; Wang, Xu
Source: Self-asserted source
Junliang Yu

Tutorial: Self-Supervised Learning in Recommendation: Fundamentals and Advances

The Web Conference (WWW)
2022 | Conference paper
Contributors: Yu, Junliang; Yin, Hongzhi; Chen, Tong
Source: Self-asserted source
Junliang Yu

Who Are the Best Adopters? User Selection Model for Free Trial Item Promotion

IEEE Transactions on Big Data
2022 | Journal article
OTHER-ID: UQ:6ecf333
Part of ISSN: 2332-7790
Part of ISSN: 2372-2096
WOSUID:

WOS:000952961300025

EID:

2-s2.0-85170460958

Part of ISSN: 23318422
Contributors: Wang, Shiqi; Gao, Chongming; Gao, Min; Yu, Junliang; Wang, Zongwei; Yin, Hongzhi
Source: Self-asserted source
Junliang Yu

Are Graph Augmentations Necessary? : Simple Graph Contrastive Learning for Recommendation

SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval
2022-07-06 | Conference paper | Author
OTHER-ID: UQ:a619962
Part of ISBN: 9781450387323
WOSUID:

WOS:000852715901035

Contributors: Junliang Yu; Prof. Hongzhi Yin; Xin Xia; Tong Chen; Cui, Lizhen; Nguyen, Quoc Viet Hung
Source: check_circle
University of Queensland
grade
Preferred source (of 2)‎

Accepted Tutorials at The Web Conference 2022

The Web Conference 2022
2022-04-25 | Other | Author
OTHER-ID: UQ:e4b8a47
Contributors: Tommasini, Riccardo; Roy, Senjuti Basu; Wang, Xuan; Wang, Hongwei; Ji, Heng; Han, Jiawei; Nakov, Preslav; Da San Martino, Giovanni; Alam, Firoj; Schedl, Markus et al.
Source: check_circle
University of Queensland
grade
Preferred source (of 3)‎

Double-Scale Self-Supervised Hypergraph Learning for Group Recommendation

ACM International Conference on Information and Knowledge Management (CIKM)
2021 | Conference paper
EID:

2-s2.0-85119189706

Part of ISBN: 9781450384469
EID:

2-s2.0-85169753636

Part of ISSN: 23318422
OTHER-ID: UQ:600df2c
Contributors: Zhang, Junwei; Gao, Min; Yu, Junliang; Guo, Lei; Li, Jundong; Yin, Hongzhi
Source: Self-asserted source
Junliang Yu

Fast-adapting and Privacy-preserving Federated Recommender System

The VLDB Journal
2021 | Journal article
EID:

2-s2.0-85116307596

Part of ISSN: 0949877X 10668888
OTHER-ID: UQ:a9f98b9
Part of ISSN: 1066-8888
WOSUID:

WOS:000702983800001

EID:

2-s2.0-85171046374

Part of ISSN: 23318422
Contributors: Wang, Qinyong; Yin, Hongzhi; Chen, Tong; Yu, Junliang; Zhou, Alex; er; Zhang, Xiangliang
Source: Self-asserted source
Junliang Yu

Ready for Emerging Threats to Recommender Systems? A Graph Convolution-based Generative Shilling Attack

Information Sciences
2021 | Journal article
EID:

2-s2.0-85111811975

Part of ISSN: 00200255
OTHER-ID: UQ:6fb4064
WOSUID:

WOS:000701110700001

EID:

2-s2.0-85170887606

Part of ISSN: 23318422
Contributors: Wu, Fan; Gao, Min; Yu, Junliang; Wang, Zongwei; Liu, Kecheng; Wange, Xu
Source: Self-asserted source
Junliang Yu

Recommender Systems Based on Generative Adversarial Networks: A Problem-Driven Perspective

Information Sciences
2021 | Journal article
OTHER-ID: UQ:816a874
Part of ISSN: 0020-0255
Part of ISSN: 1872-6291
WOSUID:

WOS:000629479500004

EID:

2-s2.0-85171108757

Part of ISSN: 23318422
Contributors: Gao, Min; Zhang, Junwei; Yu, Junliang; Li, Jundong; Wen, Junhao; Xiong, Qingyu
Source: Self-asserted source
Junliang Yu

Self-Supervised Graph Co-Training for Session-based Recommendation

ACM International Conference on Information and Knowledge Management (CIKM)
2021 | Conference paper
EID:

2-s2.0-85119182450

Part of ISBN: 9781450384469
EID:

2-s2.0-85171067448

Part of ISSN: 23318422
OTHER-ID: UQ:ed19c0e
WOSUID:

WOS:001054156202023

Contributors: Xia, Xin; Yin, Hongzhi; Yu, Junliang; Shao, Yingxia; Cui, Lizhen
Source: Self-asserted source
Junliang Yu

Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation

Proceedings of the AAAI conference on artificial intelligence
2021 | Conference paper
EID:

2-s2.0-85130020056

Part of ISBN: 9781713835974
EID:

2-s2.0-85170897244

Part of ISSN: 23318422
OTHER-ID: UQ:0526350
Part of ISSN: 2159-5399
Part of ISSN: 2374-3468
Part of ISBN: 9781577358664
WOSUID:

WOS:000680423504070

OTHER-ID: UQ:4c8d016
Contributors: Xia, Xin; Yin, Hongzhi; Yu, Junliang; Wang, Qinyong; Cui, Lizhen; Zhang, Xiangliang
Source: Self-asserted source
Junliang Yu

Socially-Aware Self-Supervised Tri-Training for Recommendation

ACM SIGKDD International Conference on Knowledge Discovery & Data Mining
2021 | Conference paper
EID:

2-s2.0-85169222423

Part of ISSN: 23318422
OTHER-ID: UQ:7db3da7
Part of ISBN: 9781450383325
WOSUID:

WOS:000749556802013

Contributors: Yu, Junliang; Yin, Hongzhi; Gao, Min; Xia, Xin; Zhang, Xiangliang; Hung, Nguyen Quoc Viet
Source: Self-asserted source
Junliang Yu

Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation

The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)
2021-05-18 | Conference paper | Author
OTHER-ID: UQ:ebbb18f
Part of ISSN: 2374-3468
Part of ISSN: 2159-5399
Contributors: Xin Xia; Prof. Hongzhi Yin; Junliang Yu; Qinyong Wang; Cui, Lizhen; Zhang, Xiangliang
Source: check_circle
University of Queensland

Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation

Proceedings of the Web Conference 2021
2021-04-19 | Conference paper
EID:

2-s2.0-85107940920

Part of ISBN: 9781450383127
OTHER-ID: UQ:1821638
WOSUID:

WOS:000733621800037

EID:

2-s2.0-85181602683

Part of ISSN: 23318422
Contributors: Junliang Yu; Hongzhi Yin; Jundong Li; Qinyong Wang; Nguyen Quoc Viet Hung; Xiangliang Zhang
Source: Self-asserted source
Junliang Yu
grade
Preferred source (of 2)‎

Enhancing social recommendation with adversarial graph convolutional networks

IEEE Transactions on Knowledge and Data Engineering
2020 | Journal article
OTHER-ID: UQ:90b49cf
Part of ISSN: 1041-4347
Part of ISSN: 1558-2191
WOSUID:

WOS:000822378200002

Contributors: Yu, Junliang; Yin, Hongzhi; Li, Jundong; Gao, Min; Huang, Zi; Cui, Lizhen
Source: Self-asserted source
Junliang Yu

Path-Based Reasoning over Heterogeneous Networks for Recommendation via Bidirectional Modeling

Neurocomputing
2020 | Journal article
EID:

2-s2.0-85112127804

Part of ISSN: 18728286 09252312
EID:

2-s2.0-85170859712

Part of ISSN: 23318422
OTHER-ID: UQ:fdba3c6
Part of ISSN: 0925-2312
WOSUID:

WOS:000697941300015

Contributors: Zhang, Junwei; Gao, Min; Yu, Junliang; Yang, Linda; Wang, Zongwei; Xiong, Qingyu
Source: Self-asserted source
Junliang Yu

A minimax game for generative and discriminative sample models for recommendation

Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
2019 | Conference paper
OTHER-ID: UQ:72e5911
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Part of ISBN: 9783030161453
Part of ISBN: 9783030161446
WOSUID:

WOS:000716968700033

Contributors: Wang, Zongwei; Gao, Min; Wang, Xinyi; Yu, Junliang; Wen, Junhao; Xiong, Qingyu
Source: Self-asserted source
Junliang Yu

Generating reliable friends via adversarial training to improve social recommendation

IEEE International Conference on Data Mining (ICDM)
2019 | Conference paper
EID:

2-s2.0-85171033956

Part of ISSN: 23318422
EID:

2-s2.0-85079021150

Part of ISBN: 9781728146034
Part of ISSN: 15504786
OTHER-ID: UQ:b731966
WOSUID:

WOS:000555729900078

Contributors: Yu, Junliang; Gao, Min; Yin, Hongzhi; Li, Jundong; Gao, Chongming; Wang, Qinyong
Source: Self-asserted source
Junliang Yu

Nonlinear Transformation for Multiple Auxiliary Information in Music Recommendation

2019 International Joint Conference on Neural Networks (IJCNN)
2019 | Conference paper
EID:

2-s2.0-85073240702

Part of ISBN: 9781728119854
OTHER-ID: UQ:61fc0c7
Part of ISSN: 2161-4393
WOSUID:

WOS:000530893802053

Contributors: Zhang, Junwei; Gao, Min; Yu, Junliang; Wang, Xinyi; Song, Yuqi; Xiong, Qingyu
Source: Self-asserted source
Junliang Yu

Adaptive implicit friends identification over heterogeneous network for social recommendation

ACM International Conference on Information and Knowledge Management (CIKM)
2018 | Conference paper
EID:

2-s2.0-85058039991

Part of ISBN: 9781450360142
OTHER-ID: UQ:18c3037
WOSUID:

WOS:000455712300039

Contributors: Yu, Junliang; Gao, Min; Li, Jundong; Yin, Hongzhi; Liu, Huan
Source: Self-asserted source
Junliang Yu

Detection of shilling attack based on bayesian model and user embedding

2018 IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI)
2018 | Conference paper
EID:

2-s2.0-85060822297

Part of ISBN: 9781538674499
Part of ISSN: 10823409
OTHER-ID: UQ:b4685d6
WOSUID:

WOS:000457750200092

Contributors: Yang, Fan; Gao, Min; Yu, Junliang; Song, Yuqi; Wang, Xinyi
Source: Self-asserted source
Junliang Yu

A social recommender based on factorization and distance metric learning

IEEE Access
2017 | Journal article
OTHER-ID: UQ:0a3ac1c
Part of ISSN: 2169-3536
WOSUID:

WOS:000414732900001

Contributors: Yu, Junliang; Gao, Min; Rong, Wenge; Song, Yuqi; Xiong, Qingyu
Source: Self-asserted source
Junliang Yu

Collaborative shilling detection bridging factorization and user embedding

International Conference on Collaborative Computing: Networking, Applications and Worksharing
2017 | Conference paper
OTHER-ID: UQ:9010ae9
Part of ISSN: 1867-8211
Part of ISSN: 1867-822X
Part of ISBN: 9783030009168
Part of ISBN: 9783030009151
WOSUID:

WOS:000502364100043

Contributors: Dou, Tong; Yu, Junliang; Xiong, Qingyu; Gao, Min; Song, Yuqi; Fang, Qianqi
Source: Self-asserted source
Junliang Yu

Connecting factorization and distance metric learning for social recommendations

International Conference on Knowledge Science, Engineering and Management
2017 | Conference paper
EID:

2-s2.0-85028465050

Part of ISBN: 9783319635576
Part of ISSN: 16113349 03029743
OTHER-ID: UQ:66bcce1
Part of ISSN: 0302-9743
Part of ISBN: 9783319635583
WOSUID:

WOS:000428907900033

Contributors: Yu, Junliang; Gao, Min; Song, Yuqi; Zhao, Zehua; Rong, Wenge; Xiong, Qingyu
Source: Self-asserted source
Junliang Yu

Hybrid attacks on model-based social recommender systems

Physica A: Statistical Mechanics and its Applications
2017 | Journal article
OTHER-ID: UQ:d5f39fb
Part of ISSN: 0378-4371
Part of ISSN: 1873-2119
WOSUID:

WOS:000405062000017

Contributors: Yu, Junliang; Gao, Min; Rong, Wenge; Li, Wentao; Xiong, Qingyu; Wen, Junhao
Source: Self-asserted source
Junliang Yu

Make users and preferred items closer: Recommendation via distance metric learning

International Conference on Neural Information Processing
2017 | Conference paper
OTHER-ID: UQ:e376ff6
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Part of ISBN: 9783319701394
Part of ISBN: 9783319701387
WOSUID:

WOS:000578364700030

Contributors: Yu, Junliang; Gao, Min; Rong, Wenge; Song, Yuqi; Fang, Qianqi; Xiong, Qingyu
Source: Self-asserted source
Junliang Yu

PUD: Social spammer detection based on pu learning

International Conference on Neural Information Processing
2017 | Conference paper
EID:

2-s2.0-85035077995

Part of ISBN: 9783319701387
Part of ISSN: 16113349 03029743
OTHER-ID: UQ:e6a8f84
Part of ISSN: 0302-9743
Part of ISBN: 9783319701394
WOSUID:

WOS:000578364700018

Contributors: Song, Yuqi; Gao, Min; Yu, Junliang; Li, Wentao; Wen, Junhao; Xiong, Qingyu
Source: Self-asserted source
Junliang Yu