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Qianqian Ren

2 papers hereh-index 329 citations11 works total

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

author position
  • middle author1
  • last author1

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

fields
  • cs.LG2
same name
  • Qianqian Ren — 1 paper
  • Qianqian Ren — 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 citedReputation-Driven Asynchronous Federated Learning for Enhanced Trajectory Prediction with Blockchain

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2024

MFF-FTNet: Multi-scale Feature Fusion across Frequency and Temporal Domains for Time Series Forecasting

Yangyang Shi, Qianqian Ren, Yong Liu +1

Time series forecasting is crucial in many fields, yet current deep learning models struggle with noise, data sparsity, and capturing complex multi-scale patterns. This paper prese…

cs.LG2024★ 1 cited

Reputation-Driven Asynchronous Federated Learning for Enhanced Trajectory Prediction with Blockchain

Weiliang Chen, Li Jia, Yang Zhou +1

Federated learning combined with blockchain empowers secure data sharing in autonomous driving applications. Nevertheless, with the increasing granularity and complexity of vehicle…

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