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Bingyi Liu

4 papers hereh-index 686 citations40 works total

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

author position
  • first author2
  • middle author1

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.CR1
  • cs.CV1
  • cs.LG1
same name
  • Bingyi Liu — 9 papers, h 1
  • Bingyi Liu — 6 papers, h 13
  • Bingyi Liu — 5 papers, h 3
  • Bingyi Liu — 4 papers, h 9
  • Bingyi Liu — 1 paper, h 14
  • Bingyi Liu — 1 paper, h 1

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 citedFedBAP: Backdoor Defense via Benign Adversarial Perturbation in Federated Learning

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

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.CR2025★ 2 cited

FedBAP: Backdoor Defense via Benign Adversarial Perturbation in Federated Learning

Xinhai Yan, Libing Wu, Zhuangzhuang Zhang +3

Federated Learning (FL) enables collaborative model training while preserving data privacy, but it is highly vulnerable to backdoor attacks. Most existing defense methods in FL hav…

cs.CV2025

mmCooper: A Multi-agent Multi-stage Communication-efficient and Collaboration-robust Cooperative Perception Framework

Bingyi Liu, Jian Teng, Hongfei Xue +4

Collaborative perception significantly enhances individual vehicle perception performance through the exchange of sensory information among agents. However, real-world deployment f…

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