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researcher

Junyi Hou

National University of Singapore

8 papers hereh-index 5118 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author7

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.CR2
  • cs.AI1
  • cs.CL1
affiliations
  • National University of Singapore

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedFederated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data

2 citations · 6 across the 7 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.CL2025

XtraGPT: Context-Aware and Controllable Academic Paper Revision via Human-AI Collaboration

Nuo Chen, Andre Lin HuiKai, Jiaying Wu +5

Despite the growing adoption of large language models (LLMs) in academic workflows, their capabilities remain limited in supporting high-quality scientific writing. Most existing s…

cs.LG2025

Vertical Federated Learning in Practice: The Good, the Bad, and the Ugly

Zhaomin Wu, Zhen Qin, Junyi Hou +4

Vertical Federated Learning (VFL) is a privacy-preserving collaborative learning paradigm that enables multiple parties with distinct feature sets to jointly train machine learning…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.