Xiaowen Zhang
4 papers · 2021–2025 · 4 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
(12)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Processing
(1)
Resources & Methods
(1)
Keywords
image denoising
(2)
representation learning
(1)
semi-supervised learning
(1)
bayesian inference
(1)
noise modeling
(1)
gaussian noise
(1)
variational autoencoder
(1)
retrieval-augmented generation
(1)
tool execution
(1)
physics reasoning
(1)
multi-agent system
(1)
cosmological simulation
(1)
parameter extraction
(1)
query evolution
(1)
unsupervised learning
(1)
difficulty-guided metric
(1)
Papers
AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking
EMNLP 2025
SimAgents: Bridging Literature and the Universe Via A Multi-Agent Large Language Model System
IJCNLP 2025
SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder
CVPR 2024
An Unsupervised Deep Learning Approach for Real-World Image Denoising
ICLR 2021