Junyi Hou
4 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(12)
Conferences
ACL (1)
EMNLP (1)
ICLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
large language model
(2)
differential privacy
(2)
transfer learning
(1)
domain adaptation
(1)
knowledge distillation
(1)
privacy preservation
(1)
secure multi-party computation
(1)
human-ai collaboration
(1)
controllable generation
(1)
parameter-efficient tuning
(1)
vertical federated learning
(1)
fuzzy identifier
(1)
multi-party computation
(1)
scientific writing
(1)
fuzzy matching
(1)
model customization
(1)
llm service
(1)
fuzzy linking
(1)
academic paper revision
(1)
transformer architecture
(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
NIPS 2024
VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks
ICLR 2024