Junyu Dong

2026

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Multi-Channel Hypergraph Contrastive Learning for Matrix Completion.
Xiang Li|Changsheng Shui|Zhongying Zhao|Junyu Dong|Yanwei Yu
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 1
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ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion.
Xiang Li|Giovanni Tummarello|Haobing Liu|Jianpeng Qi|Christian Morbidoni|Yuan Cao|Haobing Liu|Giovanni Tummarello|Christian Morbidoni|Yuan Cao|Guoqing Chao|Zhongying Zhao|Junyu Dong|Xinwang Liu|Yanwei Yu
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

doi dblp
An Underwater Imaging Generative Adversarial Network by Simulating the Mechanism of Light Propagation in Water.
Yujuan Sun|Xing Huang|Yanfang Cui|Junyu Dong|Xiaofeng Zhang|Tao Yao
ACM Transactions on Intelligent Systems and Technology (TIST) 2025 Volume 16 Issue 2

2024

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MHGCN+: Multiplex Heterogeneous Graph Convolutional Network.
Chaofan Fu|Pengyang Yu|Yanwei Yu|Chao Huang|Zhongying Zhao|Junyu Dong
ACM Transactions on Intelligent Systems and Technology (TIST) 2024 Volume 15 Issue 3
doi dblp
MCN4Rec: Multi-level Collaborative Neural Network for Next Location Recommendation.
Shuzhe Li|Wei Chen|Bin Wang|Chao Huang|Yanwei Yu|Junyu Dong
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 4
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MoTTo: Scalable Motif Counting with Time-aware Topology Constraint for Large-scale Temporal Graphs.
Jiantao Li|Jianpeng Qi|Yueling Huang|Lei Cao|Yanwei Yu|Junyu Dong
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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Dynamic Soft Labeling for Visual Semantic Embedding.
Jiaao Yu|Yunlai Ding|Junyu Dong|Yuezun Li
Proceedings of the 2024 International Conference on Multimedia Retrieval, ICMR 2024, Phuket, Thailand, June 10-14, 2024

2023

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PreCLN: Pretrained-based contrastive learning network for vehicle trajectory prediction.
Bingqi Yan|Geng Zhao|Lexue Song|Yanwei Yu|Junyu Dong
World Wide Web (WWW) 2023 Volume 26 Issue 4

2021

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Motif-Preserving Dynamic Attributed Network Embedding.
Zhijun Liu|Chao Huang|Yanwei Yu|Junyu Dong
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

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Dynamic Representation Learning for Large-Scale Attributed Networks.
Zhijun Liu|Chao Huang|Yanwei Yu|Peng Song|Baode Fan|Junyu Dong
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Fast Attributed Multiplex Heterogeneous Network Embedding.
Zhijun Liu|Chao Huang|Yanwei Yu|Baode Fan|Junyu Dong
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020