Huiying Xu
9 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
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Prolific Year · Productive
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Research topics
Machine Learning
(6)
Deep Learning
(4)
Computer Vision
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Analysis
(2)
Applications
(2)
Core AI
(2)
Learning Types
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Keywords
real-time detection
(2)
multi-view clustering
(2)
model compression
(1)
representation learning
(1)
feature learning
(1)
object detection
(1)
cross-view alignment
(1)
linear complexity
(1)
efficient computing
(1)
kernel approximation
(1)
vector quantization
(1)
mahalanobis distance
(1)
kernel matrix
(1)
gaussian kernel
(1)
nyström method
(1)
point cloud
(1)
adversarial attack
(1)
state space model
(1)
anchor learning
(1)
unsupervised learning
(1)
Papers
ExtendAttack: Attacking Servers of LRMs via Extending Reasoning
AAAI 2026
Point Cloud Quantization Through Multimodal Prompting for 3D Understanding
AAAI 2026
RAC-DMVC: Reliability-Aware Contrastive Deep Multi-View Clustering Under Multi-Source Noise
AAAI 2026
Incremental Nyström-based Multiple Kernel Clustering
AAAI 2025
Mamba YOLO: A Simple Baseline for Object Detection with State Space Model
AAAI 2025
Max-Mahalanobis Anchors Guidance for Multi-View Clustering
AAAI 2025
RemDet: Rethinking Efficient Model Design for UAV Object Detection
AAAI 2025
Task-Gated Multi-Expert Collaboration Network for Degraded Multi-Modal Image Fusion
ICML 2025
Scalable Multiple Kernel Clustering: Learning Clustering Structure from Expectation
ICML 2024