Jiyuan Liu
28 papers · 2019–2026 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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🗺️ Taxonomy Completionist (43) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Prolific Year · Productive
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Century Club · Bronze
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Trend Setter
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Keyword Collector
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Research topics
Machine Learning
(25)
Core Methods
(21)
Learning Types · Machine Learning
(12)
Deep Learning
(9)
Learning Types · Deep Learning
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Computer Vision
(5)
Data Science & Analytics
(5)
Applications · Data Science & Analytics
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Natural Language Processing
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Analysis
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Optimization & Theory
(4)
Artificial Intelligence
(3)
Mathematics & Optimization
(3)
Applications · Natural Language Processing
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Architectures
(3)
Keywords
multi-view clustering
(9)
multiple kernel clustering
(7)
late fusion
(4)
kernel methods
(4)
unsupervised learning
(4)
matrix factorization
(3)
consensus clustering
(3)
consensus learning
(3)
word co-occurrence graph
(2)
alternate optimization
(2)
variational autoencoder
(2)
topic modeling
(2)
contrastive learning
(2)
graph neural network
(2)
min-max optimization
(2)
rgb-d video
(2)
feature learning
(2)
salient object detection
(2)
self-supervised learning
(1)
similarity learning
(1)
Papers
HopWeaver: Cross-Document Synthesis of High-Quality and Authentic Multi-Hop Questions
ACL 2026
M4-SAM: Multi-Modal Mixture-of-Experts with Memory-Augmented SAM for RGB-D Video Salient Object Detection
CVPR 2026
SAM-DAQ: Segment Anything Model with Depth-guided Adaptive Queries for RGB-D Video Salient Object Detection
AAAI 2026
Sample-specific Modality Diagnosis and Cross-modal Enhancement for Incomplete Multimodal Representations
AAAI 2026
Scalable Multi-View Subspace Clustering with Tensorized Anchor Guidance
CVPR 2026
CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement
EMNLP 2025
COKE: Core Kernel for More Efficient Approximation of Kernel Weights in Multiple Kernel Clustering
ICML 2025
DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max Optimization
ICLR 2025
Incremental Nyström-based Multiple Kernel Clustering
AAAI 2025
Intra-view and Inter-view Correlation Guided Multi-view Novel Class Discovery
ICCV 2025
Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels
CVPR 2025
Measuring the Impact of Rotation Equivariance on Aerial Object Detection
ICCV 2025
Neural Topic Modeling via Contextual and Graph Information Fusion
EMNLP 2025
Structure-Adaptive Multi-View Graph Clustering for Remote Sensing Data
AAAI 2025
Decouple then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific Information
ICML 2024
Unsupervised Hierarchical Topic Modeling via Anchor Word Clustering and Path Guidance
EMNLP 2024
Auto-Weighted Multi-View Clustering for Large-Scale Data
AAAI 2023
Fusion Multiple Kernel K-means
AAAI 2022
Highly-Efficient Incomplete Large-Scale Multi-View Clustering With Consensus Bipartite Graph
CVPR 2022
Robust Graph-Based Multi-View Clustering
AAAI 2022
Stability and Generalization of Kernel Clustering: from Single Kernel to Multiple Kernel
NeurIPS 2022
Hierarchical Multiple Kernel Clustering
AAAI 2021
Localized Simple Multiple Kernel K-Means
ICCV 2021
One Pass Late Fusion Multi-view Clustering
ICML 2021
One-Pass Multi-View Clustering for Large-Scale Data
ICCV 2021
Multi-View Spectral Clustering with Optimal Neighborhood Laplacian Matrix
AAAI 2020
Self-supervised Monocular Depth and Visual Odometry Learning with Scale-consistent Geometric Constraints
IJCAI 2020
Multi-view Clustering via Late Fusion Alignment Maximization
IJCAI 2019