Shengju Yu

17 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ICML ×6 AAAI ×4 ACM MM ×2 ICLR ×2 NeurIPS ×2 EMNLP ×1

Frequent coauthors

Xinwang Liu

×15

Siwei Wang

×14

En Zhu

×10

Suyuan Liu

×8

Zhibin Dong

×6

Pei Zhang

×5

Yue Liu

×4

Xinhang Wan

×3

Yi Zhang

×3

Miaomiao Li

×2

Yiu-ming Cheung

×2

Tiejun Li

×2

Papers

Parameter-Free Clustering via Self-Supervised Consensus Maximization
AAAI 2026 ·
Lijun Zhang
,
Suyuan Liu
,
Siwei Wang
, Shengju Yu,
Xueling Zhu
,
Miaomiao Li
,
Xinwang Liu
Bifurcate then Alienate: Incomplete Multi-view Clustering via Coupled Distribution Learning with Linear Overhead
ICML 2025 · Shengju Yu,
Yiu-ming Cheung
,
Siwei Wang
,
Xinwang Liu
,
En Zhu
Bit-swapping Oriented Twin-memory Multi-view Clustering in Lifelong Incomplete Scenarios
NeurIPS 2025 · Shengju Yu,
Pei Zhang
,
Siwei Wang
,
Suyuan Liu
,
Xinhang Wan
,
Zhibin Dong
,
Tiejun Li
,
Xinwang Liu
DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max Optimization
ICLR 2025 ·
Yi Zhang
,
Siwei Wang
,
Jiyuan Liu
, Shengju Yu,
Zhibin Dong
,
Suyuan Liu
,
Xinwang Liu
,
En Zhu
Efficient Federated Incomplete Multi-View Clustering
ICML 2025 ·
Suyuan Liu
,
Hao Yu
,
Hao Tan
,
Ke Liang
,
Siwei Wang
, Shengju Yu,
En Zhu
,
Xinwang Liu
From Spectrum-free towards Baseline-view-free: Double-track Proximity Driven Multi-view Clustering
ICML 2025 · Shengju Yu,
Zhibin Dong
,
Siwei Wang
,
Suyuan Liu
,
Ke Liang
,
Xinwang Liu
,
Yue Liu
,
Yi Zhang
Learning the Anchors with Similar Distributions to Original Data for Multi-view Clustering
ACM MM 2025 ·
Junpu Zhang
, Shengju Yu,
Suyuan Liu
,
Siwei Wang
,
Miaomiao Li
,
Xinwang Liu
,
En Zhu
,
Kunlun He
Max-Mahalanobis Anchors Guidance for Multi-View Clustering
AAAI 2025 ·
Pei Zhang
,
Yuangang Pan
,
Siwei Wang
, Shengju Yu,
Huiying Xu
,
En Zhu
,
Xinwang Liu
,
Ivor W. Tsang
Safety in Large Reasoning Models: A Survey
EMNLP 2025 ·
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
Simple yet Effective Incomplete Multi-view Clustering: Similarity-level Imputation and Intra-view Hybrid-group Prototype Construction
ICLR 2025 · Shengju Yu,
Zhibin Dong
,
Siwei Wang
,
Pei Zhang
,
Yi Zhang
,
Xinwang Liu
,
Naiyang Guan
,
Tiejun Li
,
Yiu-ming Cheung
A Non-parametric Graph Clustering Framework for Multi-View Data
AAAI 2024 · Shengju Yu,
Siwei Wang
,
Zhibin Dong
,
Wenxuan Tu
,
Suyuan Liu
,
Zhao Lv
,
Pan Li
,
Miao Wang
,
En Zhu
Automatic and Aligned Anchor Learning Strategy for Multi-View Clustering
ACM MM 2024 ·
Huimin Ma
,
Siwei Wang
, Shengju Yu,
Suyuan Liu
,
Junjie Huang
,
Huijun Wu
,
Xinwang Liu
,
En Zhu
DVSAI: Diverse View-Shared Anchors Based Incomplete Multi-View Clustering
AAAI 2024 · Shengju Yu,
Siwei Wang
,
Pei Zhang
,
Miao Wang
,
Ziming Wang
,
Zhe Liu
,
Liming Fang
,
En Zhu
,
Xinwang Liu
Decouple then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific Information
ICML 2024 ·
Xinhang Wan
,
Jiyuan Liu
,
Xinwang Liu
,
Yi Wen
,
Hao Yu
,
Siwei Wang
, Shengju Yu,
Tianjiao Wan
,
Jun Wang
,
En Zhu
End-to-end Learnable Clustering for Intent Learning in Recommendation
NeurIPS 2024 ·
Yue Liu
,
Shihao Zhu
,
Jun Xia
,
Yingwei Ma
,
Jian Ma
,
Xinwang Liu
, Shengju Yu,
Kejun Zhang
,
Wenliang Zhong
Scalable Multiple Kernel Clustering: Learning Clustering Structure from Expectation
ICML 2024 ·
Weixuan Liang
,
En Zhu
, Shengju Yu,
Huiying Xu
,
Xinzhong Zhu
,
Xinwang Liu
Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering
ICML 2024 · Shengju Yu,
Zhibin Dong
,
Siwei Wang
,
Xinhang Wan
,
Yue Liu
,
Weixuan Liang
,
Pei Zhang
,
Wenxuan Tu
,
Xinwang Liu