Shengju Yu

According to our database, Shengju Yu authored at least 30 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2026

Cross-View Graph Matching for Unsupervised Learning With Unaligned Multi-View Clustering.

Zhibin Dong, Shengju Yu, Siwei Wang, Xinwang Liu, En Zhu

IEEE Trans. Knowl. Data Eng., April, 2026

Parameter-Free Clustering via Self-Supervised Consensus Maximization.

Lijun Zhang, Suyuan Liu, Siwei Wang, Shengju Yu, Xueling Zhu, Miaomiao Li, Xinwang Liu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Parameter-Free Clustering via Self-Supervised Consensus Maximization (Extended Version).

Lijun Zhang, Suyuan Liu, Siwei Wang, Shengju Yu, Xueling Zhu, Miaomiao Li, Xinwang Liu

CoRR, November, 2025

A Vertical Federated Multiview Fuzzy Clustering Method for Incomplete Data.

Yan Li, Xingchen Hu, Shengju Yu, Weiping Ding, Witold Pedrycz, Chai Kiat Yeo, Zhong Liu

IEEE Trans. Fuzzy Syst., May, 2025

Sparse Low-Rank Multi-View Subspace Clustering With Consensus Anchors and Unified Bipartite Graph.

Shengju Yu, Suyuan Liu, Siwei Wang, Chang Tang, Zhigang Luo, Xinwang Liu, En Zhu

IEEE Trans. Neural Networks Learn. Syst., January, 2025

Learning the Anchors with Similar Distributions to Original Data for Multi-view Clustering.

Junpu Zhang, Shengju Yu, Suyuan Liu, Siwei Wang, Miaomiao Li, Xinwang Liu, En Zhu, Kunlun He

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

From Spectrum-free towards Baseline-view-free: Double-track Proximity Driven Multi-view Clustering.

Shengju Yu, Zhibin Dong, Siwei Wang, Suyuan Liu, Ke Liang, Xinwang Liu, Yue Liu, Yi Zhang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Bifurcate then Alienate: Incomplete Multi-view Clustering via Coupled Distribution Learning with Linear Overhead.

Shengju Yu, Yiu-ming Cheung, Siwei Wang, Xinwang Liu, En Zhu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Efficient Federated Incomplete Multi-View Clustering.

Suyuan Liu, Hao Yu, Hao Tan, Ke Liang, Siwei Wang, Shengju Yu, En Zhu, Xinwang Liu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max Optimization.

Yi Zhang, Siwei Wang, Jiyuan Liu, Shengju Yu, Zhibin Dong, Suyuan Liu, Xinwang Liu, En Zhu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Simple yet Effective Incomplete Multi-view Clustering: Similarity-level Imputation and Intra-view Hybrid-group Prototype Construction.

Shengju Yu, Zhibin Dong, Siwei Wang, Pei Zhang, Yi Zhang, Xinwang Liu, Naiyang Guan, Tiejun Li, Yiu-ming Cheung

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Safety in Large Reasoning Models: A Survey.

Cheng Wang, Yue Liu, Baolong Bi, Duzhen Zhang, Zhong-Zhi Li, Yingwei Ma, Yufei He, Shengju Yu, Xinfeng Li, Junfeng Fang, Jiaheng Zhang, Bryan Hooi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Max-Mahalanobis Anchors Guidance for Multi-View Clustering.

Pei Zhang, Yuangang Pan, Siwei Wang, Shengju Yu, Huiying Xu, En Zhu, Xinwang Liu, Ivor W. Tsang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Differentiated Anchor Quantity Assisted Incomplete Multiview Clustering Without Number-Tuning.

Shengju Yu, Pei Zhang, Siwei Wang, Zhibin Dong, Hengfu Yang, En Zhu, Xinwang Liu

IEEE Trans. Cybern., November, 2024

Symmetric Multi-View Subspace Clustering With Automatic Neighbor Discovery.

Huimin Ma, Siwei Wang, Junpu Zhang, Shengju Yu, Suyuan Liu, Xinwang Liu, Kunlun He

IEEE Trans. Circuits Syst. Video Technol., September, 2024

How to Construct Corresponding Anchors for Incomplete Multiview Clustering.

Shengju Yu, Siwei Wang, Yi Wen, Ziming Wang, Zhigang Luo, En Zhu, Xinwang Liu

IEEE Trans. Circuits Syst. Video Technol., April, 2024

End-to-end Learnable Clustering for Intent Learning in Recommendation.

Yue Liu, Shihao Zhu, Jun Xia, Yingwei Ma, Jian Ma, Xinwang Liu, Shengju Yu, Kejun Zhang, Wenliang Zhong

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Automatic and Aligned Anchor Learning Strategy for Multi-View Clustering.

Huimin Ma, Siwei Wang, Shengju Yu, Suyuan Liu, Junjie Huang, Huijun Wu, Xinwang Liu, En Zhu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering.

Shengju Yu, Zhibin Dong, Siwei Wang, Xinhang Wan, Yue Liu, Weixuan Liang, Pei Zhang, Wenxuan Tu, Xinwang Liu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Decouple then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific Information.

Xinhang Wan, Jiyuan Liu, Xinwang Liu, Yi Wen, Hao Yu, Siwei Wang, Shengju Yu, Tianjiao Wan, Jun Wang, En Zhu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Scalable Multiple Kernel Clustering: Learning Clustering Structure from Expectation.

Weixuan Liang, En Zhu, Shengju Yu, Huiying Xu, Xinzhong Zhu, Xinwang Liu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

A Non-parametric Graph Clustering Framework for Multi-View Data.

Shengju Yu, Siwei Wang, Zhibin Dong, Wenxuan Tu, Suyuan Liu, Zhao Lv, Pan Li, Miao Wang, En Zhu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

DVSAI: Diverse View-Shared Anchors Based Incomplete Multi-View Clustering.

Shengju Yu, Siwei Wang, Pei Zhang, Miao Wang, Ziming Wang, Zhe Liu, Liming Fang, En Zhu, Xinwang Liu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2020

A Compact Deep Neural Network for Single Image Super-Resolution.

Xiaoyu Xu, Jian Qian, Li Yu, Shengju Yu, Hao Tao, Ran Zhu

Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

Spatial-Temporal Fusion Convolutional Neural Network for Compressed Video Enhancement in HEVC.

Xiaoyu Xu, Jian Qian, Li Yu, Hongkui Wang, Hao Tao, Shengju Yu

Proceedings of the Data Compression Conference, 2020

2019

Dynamic Guidance for Depth Map Restoration.

Ran Zhu, Shengju Yu, Xiaoyu Xu, Li Yu

Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019

NRQQA: A No-Reference Quantitative Quality Assessment Method for Stitched Images.

Shengju Yu, Tiansong Li, Xiaoyu Xu, Hao Tao, Li Yu, Yixuan Wang

Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019

Hard-Decision Quantization Algorithm Based on Deep Learning in Intra Video Coding.

Hongkui Wang, Shengju Yu, Ying Zhang, Zhuo Kuang, Li Yu

Proceedings of the Data Compression Conference, 2019

The Bit Allocation Method Based on Inter-View Dependency for Multi-View Texture Video Coding.

Tiansong Li, Li Yu, Shengju Yu, Yamei Chen

Proceedings of the Data Compression Conference, 2019

2018

Effect of Checkerboard on the Accuracy of Camera Calibration.

Shengju Yu, Ran Zhu, Li Yu, Wei Ai

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018