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Junyuan Hong

8 papers hereh-index 7470 citations10 works total

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

author position
  • first author1
  • middle author6

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.CR3
  • cs.LG3
  • cs.CL2
same name
  • Junyuan Hong — 18 papers, h 15
  • Junyuan Hong — 9 papers, h 4
  • Junyuan Hong — 3 papers, h 2
  • Junyuan Hong — 2 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
20242026
most citedRevisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark

7 citations · 15 across the 8 of their papers we have counts for

collaborators
Showing cs.CRShow all

3 papers · 1 filter

cs.CR2026

POPS: Recovering Unlearned Multi-Modality Knowledge in MLLMs with Prompt-Optimized Parameter Shaking

Zhangheng LI, Jianing Zhu, Junyuan Hong +4

Multimodal Large Language Models (MLLMs) have demonstrated impressive performance on cross-modal tasks by jointly training on large-scale textual and visual data, where privacy-sen…

cs.CR2025

X-Guard: Multilingual Guard Agent for Content Moderation

Bibek Upadhayay, Vahid Behzadan, Ph. D

Large Language Models (LLMs) have rapidly become integral to numerous applications in critical domains where reliability is paramount. Despite significant advances in safety framew…

cs.CR2024★ 2 cited

LLM-PBE: Assessing Data Privacy in Large Language Models

Qinbin Li, Junyuan Hong, Chulin Xie +10

Large Language Models (LLMs) have become integral to numerous domains, significantly advancing applications in data management, mining, and analysis. Their profound capabilities in…

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