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researcher

Jun Xia

13 papers hereh-index 356 citations15 works total

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

author position
  • first author1
  • middle author11

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CV4
  • eess.IV2
  • cs.AI1
  • cs.CL1
same name
  • Jun Xia — 32 papers, h 19
  • Jun Xia — 10 papers, h 9
  • Jun Xia — 10 papers, h 2
  • Jun Xia — 9 papers, h 11
  • Jun Xia — 9 papers, h 2
  • Jun Xia — 7 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedEnabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis

15 citations · 18 across the 12 of their papers we have counts for

collaborators
Showing 2025Show all

3 papers · 1 filter

cs.LG2025

FairLRF: Achieving Fairness through Sparse Low Rank Factorization

Yuanbo Guo, Jun Xia, Yiyu Shi

As deep learning (DL) techniques become integral to various applications, ensuring model fairness while maintaining high performance has become increasingly critical, particularly…

cs.CV2025

UAVLight: A Benchmark for Illumination-Robust 3D Reconstruction in Unmanned Aerial Vehicle (UAV) Scenes

Kang Du, Xue Liao, Junpeng Xia +6

Illumination inconsistency is a fundamental challenge in multi-view 3D reconstruction. Variations in sunlight direction, cloud cover, and shadows break the constant-lighting assump…

eess.IV2025

AT-CXR: Uncertainty-Aware Agentic Triage for Chest X-rays

Xueyang Li, Mingze Jiang, Gelei Xu +4

Agentic AI is advancing rapidly, yet truly autonomous medical-imaging triage, where a system decides when to stop, escalate, or defer under real constraints, remains relatively und…

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