Mingqing Chen
6 papers · 2019–2022 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (11) π Cross-Pollinator (12) π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer
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Hot Topic Early Bird
π
Conference Polyglot
(4)
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The Namer
β
The Questioner
Conferences
ICLR (2)
INTERSPEECH (2)
ACL (1)
CONLL (1)
Top co-authors
Keywords
language model
(2)
communication efficiency
(2)
cross-device federated learning
(2)
federated learning
(2)
automatic speech recognition
(1)
federated averaging
(1)
on-device learning
(1)
word error rate
(1)
text-only datum
(1)
domain agnostic
(1)
cross-device setting
(1)
domain-agnostic learning
(1)
partial model training
(1)
model quantization
(1)
transfer learning
(1)
language modeling
(1)
Papers
Scaling Language Model Size in Cross-Device Federated Learning
ACL 2022
Diurnal or Nocturnal? Federated Learning of Multi-branch Networks from Periodically Shifting Distributions
ICLR 2022
UserLibri: A Dataset for ASR Personalization Using Only Text
INTERSPEECH 2022
Communication-Efficient Agnostic Federated Averaging
INTERSPEECH 2021
Generative Models for Effective ML on Private, Decentralized Datasets
ICLR 2020
Federated Learning of N-Gram Language Models
CONLL 2019