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researcher

Yepeng Liu

University of California, Santa Barbara

20 papers hereh-index 10386 citations25 works total

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

author position
  • first author8
  • middle author12

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.CR8
  • cs.CL5
  • cs.CV3
  • cs.AI2
  • cs.IT1
  • cs.LG1
affiliations
  • University of California, Santa Barbara
HomepageORCID 0000-0002-4206-8359
same name
  • Yepeng Liu — 7 papers, h 6
  • Yepeng Liu — 1 paper, h 7

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 citedTrojLLM: A Black-box Trojan Prompt Attack on Large Language Models

12 citations · 19 across the 18 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

cs.LG2023

Causality-informed Rapid Post-hurricane Building Damage Detection in Large Scale from InSAR Imagery

Chenguang Wang, Yepeng Liu, Xiaojian Zhang +6

Timely and accurate assessment of hurricane-induced building damage is crucial for effective post-hurricane response and recovery efforts. Recently, remote sensing technologies pro…

cs.CR2023★ 12 cited

TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models

Jiaqi Xue, Mengxin Zheng, Ting Hua +4

Large Language Models (LLMs) are progressively being utilized as machine learning services and interface tools for various applications. However, the security implications of LLMs,…

cs.CL2023★ 5 cited

TrojText: Test-time Invisible Textual Trojan Insertion

Qian Lou, Yepeng Liu, Bo Feng

In Natural Language Processing (NLP), intelligent neuron models can be susceptible to textual Trojan attacks. Such attacks occur when Trojan models behave normally for standard inp…

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