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Sijia Liu

75 papers hereh-index 406.5k citations118 works total

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

author position
  • first author2
  • middle author62
  • last author8

Across the 72 of 75 papers where every author was matched, so the position is known.

fields
  • cs.LG42
  • cs.CV15
  • stat.ML5
  • math.OC3
  • cs.AI2
  • cs.CR2
same name
  • Sijia Liu — 34 papers, h 29
  • Sijia Liu — 20 papers, h 16
  • Sijia Liu — 18 papers, h 14
  • Sijia Liu — 17 papers, h 10
  • Sijia Liu — 17 papers, h 5
  • Sijia Liu — 9 papers, h 3

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
20182023
most citedStructured Adversarial Attack: Towards General Implementation and Better Interpretability

114 citations · 1k across the 73 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2023

Bridging Models to Defend: A Population-Based Strategy for Robust Adversarial Defense

Ren Wang, Yuxuan Li, Can Chen +6

Adversarial robustness is a critical measure of a neural network's ability to withstand adversarial attacks at inference time. While robust training techniques have improved defens…

cs.AI2019★ 5 cited

How can AI Automate End-to-End Data Science?

Charu Aggarwal, Djallel Bouneffouf, Horst Samulowitz +9

Data science is labor-intensive and human experts are scarce but heavily involved in every aspect of it. This makes data science time consuming and restricted to experts with the r…

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