Mingqing Chen

6 papers · 2019–2022 · 4 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (11) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 📛 The Namer ❓ The Questioner

Conferences

ICLR (2) INTERSPEECH (2) ACL (1) CONLL (1)

Top co-authors

Rajiv Mathews (5) Jae Ro (2) Lara McConnaughey (2) Theresa Breiner (2) Ananda Theertha Suresh (2) Swaroop Ramaswamy (2) Shefali Garg (1) Jakub Konečný (1) Andrew Hard (1) Shankar Kumar (1)

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