Sijin Zhou
6 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Deep Learning
(4)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Application Areas
(2)
Core AI
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Resources & Methods
(1)
Keywords
representation learning
(2)
domain shift
(2)
continual learning
(1)
adversarial learning
(1)
domain generalization
(1)
causal reasoning
(1)
visual question answering
(1)
optimal transport
(1)
self-supervised learning
(1)
attention mechanism
(1)
category discovery
(1)
multimodal large language model
(1)
hallucination mitigation
(1)
prototype matching
(1)
recommender system
(1)
cross-domain recommendation
(1)
generalized category discovery
(1)
causal graph
(1)
backdoor adjustment
(1)
causal mask
(1)
Papers
Beyond the Static World: Continual Category Discovery under Visual Drift
CVPR 2026
Seeing Through the Shift: Causality-Inspired Robust Generalized Category Discovery
CVPR 2026
Delving into Out-of-Distribution Detection with Medical Vision-Language Models
MICCAI 2025
Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization
IJCAI 2025
Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding
CVPR 2025
Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation
AAAI 2023