Xiaokang Zhou
7 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17) ⭐ Rising Star (7) ❓ The Questioner
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Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Application Areas
(4)
Core AI
(4)
Core Methods
(4)
Models
(4)
Learning Types
(3)
Natural Language Processing
(2)
Architectures
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Security & Privacy
(1)
Applications
(1)
Learning Paradigms
(1)
Keywords
representation learning
(4)
large language model
(3)
sequential recommendation
(3)
contrastive learning
(2)
graph neural network
(2)
visual classification
(1)
diffusion model
(1)
variational autoencoder
(1)
vision-language model
(1)
membership inference
(1)
gradient inversion
(1)
recommender system
(1)
variational graph autoencoder
(1)
graph autoencoder
(1)
graph convolutional network
(1)
user representation
(1)
item transition graph
(1)
negative sampling
(1)
multimedia recommendation
(1)
user-item interaction
(1)
Papers
Retrieval-driven Reasoning for Deliberative Visual Classification
AAAI 2026
Subspace-Aware Graph Construction and Contrastive Alignment for Multimodal Recommendation with Large Language Models
AAAI 2026
Balancing User-Item Structure and Interaction with Large Language Models and Optimal Transport for Multimedia Recommendation
IJCAI 2025
CLLMRec: Contrastive Learning with LLMs-based View Augmentation for Sequential Recommendation
IJCAI 2025
Enhancing Diffusion Model with Auxiliary Information Mining-Exploration and Efficient Sampling Mechanism for Sequential Recommendation
AAAI 2025
Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation
IJCAI 2025
Where Does This Data Come From? Enhanced Source Inference Attacks in Federated Learning
IJCAI 2025