Xiaoyan Gu
9 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (35) 🐣 Hot Topic Early Bird
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Prolific Year · Productive
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Conference Pioneer
🌈
Renaissance Researcher
(7)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(5)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Application Areas
(4)
Core AI
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Data Science & Analytics
(2)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Applications · Data Science & Analytics
(2)
Core Methods
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Keywords
diffusion model
(2)
one-shot learning
(1)
feature correlation
(1)
zero-shot learning
(1)
benchmark evaluation
(1)
few-shot learning
(1)
image generation
(1)
domain adaptation
(1)
knowledge extraction
(1)
relation extraction
(1)
text generation
(1)
semantic parsing
(1)
multimodal learning
(1)
image editing
(1)
representation learning
(1)
feature transformation
(1)
intellectual property
(1)
network analysis
(1)
feature alignment
(1)
federated learning
(1)
Papers
Rel-Zero: Harnessing Patch-Pair Invariance for Robust Zero-Watermarking Against AI Editing
CVPR 2026
Value-Aligned Prompt Moderation via Zero-Shot Agentic Rewriting for Safe Image Generation
AAAI 2026
Capture Global Feature Statistics for One-Shot Federated Learning
AAAI 2025
Diversity-Enhanced Distribution Alignment for Dataset Distillation
ICCV 2025
Know2Vec: A Black-Box Proxy for Neural Network Retrieval
AAAI 2025
PlugMark: A Plug-in Zero-Watermarking Framework for Diffusion Models
ICCV 2025
T2R-BENCH: A Benchmark for Real World Table-to-Report Task
EMNLP 2025
Domain-aware and Co-adaptive Feature Transformation for Domain Adaption Few-shot Relation Extraction
COLING 2024
Community Focusing: Yet Another Query-Dependent Community Detection
AAAI 2019