Mingqing Chen
6 papers · 2019–2022 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
📛
The Namer
❓
The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Learning Paradigms · Artificial Intelligence
(4)
Deep Learning
(3)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Natural Language Processing
(1)
Speech & Audio
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Recognition
(1)
Keywords
federated learning
(4)
language model
(2)
communication efficiency
(2)
cross-device federated learning
(2)
language modeling
(1)
multi-branch networks
(1)
automatic speech recognition
(1)
distribution shift
(1)
partial model training
(1)
generative model
(1)
temporal prior
(1)
recurrent neural network
(1)
differential privacy
(1)
generative adversarial network
(1)
federated averaging
(1)
client clustering
(1)
on-device learning
(1)
word error rate
(1)
text-only data
(1)
domain agnostic
(1)
Papers
Diurnal or Nocturnal? Federated Learning of Multi-branch Networks from Periodically Shifting Distributions
ICLR 2022
Scaling Language Model Size in Cross-Device Federated Learning
ACL 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