Hecheng Cai
4 papers · 2023–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(4)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Core AI · Artificial Intelligence
(2)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
multi-view clustering
(3)
reinforcement learning
(1)
few-shot learning
(1)
spectral clustering
(1)
transfer learning
(1)
prototype learning
(1)
lifelong learning
(1)
semantic embedding
(1)
heterogeneous data
(1)
feature extractor
(1)
augmented lagrangian method
(1)
cluster indicator matrix
(1)
visual prototype
(1)
fine-grained optimization
(1)
sample-level weighting
(1)
unknown cluster number
(1)
graph-based algorithm
(1)
knowledge library
(1)
local structural coherence
(1)
inter-cluster connectivity
(1)
Papers
An Effective Augmented Lagrangian Method for Fine-Grained Multi-View Optimization
AAAI 2024
Multi-View Clustering by Inter-cluster Connectivity Guided Reward
ICML 2024
With a Little Help from Language: Semantic Enhanced Visual Prototype Framework for Few-Shot Learning
IJCAI 2024
Lifelong Multi-view Spectral Clustering
IJCAI 2023