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researcher

Siyuan Xu

3 papers here

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

author position
  • middle author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.NE1
  • eess.SY1
ORCID 0000-0001-9339-734X
same name
  • Siyuan Xu — 1 paper
  • Siyuan Xu — 1 paper
  • Siyuan Xu — 1 paper
  • Siyuan Xu — 1 paper

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

most citedDistance-Forward Learning: Enhancing the Forward-Forward Algorithm Towards High-Performance On-Chip Learning

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

cs.NE2024★ 1 cited

Distance-Forward Learning: Enhancing the Forward-Forward Algorithm Towards High-Performance On-Chip Learning

Yujie Wu, Siyuan Xu, Jibin Wu +4

The Forward-Forward (FF) algorithm was recently proposed as a local learning method to address the limitations of backpropagation (BP), offering biological plausibility along with…

cs.CL2024

Why Antiwork: A RoBERTa-Based System for Work-Related Stress Identification and Leading Factor Analysis

Tao Lu, Muzhe Wu, Xinyi Lu +4

Harsh working environments and work-related stress have been known to contribute to mental health problems such as anxiety, depression, and suicidal ideation. As such, it is paramo…

eess.SY2024

Federated reinforcement learning for robot motion planning with zero-shot generalization

Zhenyuan Yuan, Siyuan Xu, Minghui Zhu

This paper considers the problem of learning a control policy for robot motion planning with zero-shot generalization, i.e., no data collection and policy adaptation is needed when…

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