Junyi Hou
4 papers · 2024–2026 · 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
Artificial Intelligence
(4)
Machine Learning
(3)
Learning Paradigms · Artificial Intelligence
(3)
Deep Learning
(2)
Security & Privacy
(2)
Application Areas
(2)
Core AI
(2)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Differential Privacy
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
differential privacy
(2)
vertical federated learning
(2)
large language model
(2)
domain adaptation
(1)
feature distribution
(1)
knowledge distillation
(1)
privacy preservation
(1)
secure multi-party computation
(1)
human-ai collaboration
(1)
controllable generation
(1)
parameter-efficient tuning
(1)
fuzzy linking
(1)
fuzzy identifier
(1)
multi-party computation
(1)
scientific writing
(1)
fuzzy matching
(1)
model customization
(1)
academic paper revision
(1)
dataset splitting
(1)
llm service
(1)
Papers
XtraGPT: Context-Aware and Controllable Academic Paper Revision via Human-AI Collaboration
ACL 2026
Model-based Large Language Model Customization as Service
EMNLP 2025
Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data
NeurIPS 2024
VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks
ICLR 2024