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Shenghui Li

9 papers hereh-index 9457 citations12 works total

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

author position
  • first author6
  • middle author3

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CL2
  • cs.CR2
  • cs.AI1
  • cs.HC1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedAn Experimental Study of Byzantine-Robust Aggregation Schemes in Federated Learning

90 citations · 132 across the 9 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.CL2021★ 2 cited

Slot Self-Attentive Dialogue State Tracking

Fanghua Ye, Jarana Manotumruksa, Qiang Zhang +2

An indispensable component in task-oriented dialogue systems is the dialogue state tracker, which keeps track of users' intentions in the course of conversation. The typical approa…

cs.LG2021★ 35 cited

Auto-weighted Robust Federated Learning with Corrupted Data Sources

Shenghui Li, Edith Ngai, Fanghua Ye +1

Federated learning provides a communication-efficient and privacy-preserving training process by enabling learning statistical models with massive participants while keeping their…

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