Renqian Luo

Senior Researcher

Publications

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Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

Harsha Nori, Yin Tat Lee, Sheng Zhang, Dean Carignan, Richard Edgar, Nicolo Fusi, Nicholas King, Jonathan Larson, Yuanzhi Li, Weishung Liu, Renqian Luo, Scott Mayer McKinney, Robert Osazuwa Ness, Hoifung Poon, Tao Qin, Naoto Usuyama, Chris White, Eric Horvitz

November 2023

Publication
BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining

Renqian Luo, Liai Sun, Yingce Xia, Tao Qin, Sheng Zhang, Hoifung Poon, Tie-Yan Liu

Briefings in Bioinformatics | November 2022, Vol 23(6)

DOI Publication Github

Analyzing and Mitigating Interference in Neural Architecture Search

Jin Xu, Xu Tan, Kaitao Song, Renqian Luo, Yichong Leng, Tao Qin, Tie-Yan Liu, Sujian Li

ICML 2022 | July 2022

Publication
FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition

Yichong Leng, Xu Tan, Linchen Zhu, Jin Xu, Renqian Luo, Linquan Liu, Tao Qin, Xiangyang Li, Edward Lin, Tie-Yan Liu

NeurIPS 2021 | December 2021

Publication

WHOSe Heritage: Classification of UNESCO World Heritage “Outstanding Universal Value” Documents with Smoothed Labels

Nan Bai, Renqian Luo, Pirouz Nourian, Ana Pereira Roders

EMNLP 2021 | October 2021

Publication

Lightspeech: Lightweight and Fast Text to Speech with Neural Architecture Search

Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Jinzhu Li, Sheng Zhao, Enhong Chen, Tie-Yan Liu

2021 International Conference on Acoustics, Speech, and Signal Processing | June 2021

DOI Publication Publication Publication
Semi-Supervised Neural Architecture Search

Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Enhong Chen, Tie-Yan Liu

NeurIPS 2020 | September 2020

Publication Project

Neural Architecture Search with GBDT

Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Enhong Chen, Tie-Yan Liu

July 2020

Publication Publication Publication
Balanced One-shot Neural Architecture Optimization

Renqian Luo, Tao Qin, Enhong Chen

September 2019

Publication Publication
Neural Architecture Optimization

Renqian Luo, Fei Tian, Tao Qin, Enhong Chen, Tie-Yan Liu

NIPS 2018 | December 2018

Publication

Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

Harsha Nori, Yin Tat Lee, Sheng Zhang, Dean Carignan, Richard Edgar, Nicolo Fusi, Nicholas King, Jonathan Larson, Yuanzhi Li, Weishung Liu, Renqian Luo, Scott Mayer McKinney, Robert Osazuwa Ness, Hoifung Poon, Tao Qin, Naoto Usuyama, Chris White, Eric Horvitz

November 2023

Publication

BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining

Renqian Luo, Liai Sun, Yingce Xia, Tao Qin, Sheng Zhang, Hoifung Poon, Tie-Yan Liu

Briefings in Bioinformatics | November 2022, Vol 23(6)

DOI Publication Github

Analyzing and Mitigating Interference in Neural Architecture Search

Jin Xu, Xu Tan, Kaitao Song, Renqian Luo, Yichong Leng, Tao Qin, Tie-Yan Liu, Sujian Li

ICML 2022 | July 2022

Publication

FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition

Yichong Leng, Xu Tan, Linchen Zhu, Jin Xu, Renqian Luo, Linquan Liu, Tao Qin, Xiangyang Li, Edward Lin, Tie-Yan Liu

NeurIPS 2021 | December 2021

Publication

Lightspeech: Lightweight and Fast Text to Speech with Neural Architecture Search

Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Jinzhu Li, Sheng Zhao, Enhong Chen, Tie-Yan Liu

2021 International Conference on Acoustics, Speech, and Signal Processing | June 2021

DOI Publication Publication Publication

Semi-Supervised Neural Architecture Search

Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Enhong Chen, Tie-Yan Liu

NeurIPS 2020 | September 2020

Publication Project

Neural Architecture Search with GBDT

Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Enhong Chen, Tie-Yan Liu

July 2020

Publication Publication Publication

Balanced One-shot Neural Architecture Optimization

Renqian Luo, Tao Qin, Enhong Chen

September 2019

Publication Publication

Neural Architecture Optimization

Renqian Luo, Fei Tian, Tao Qin, Enhong Chen, Tie-Yan Liu

NIPS 2018 | December 2018

Publication
Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

Harsha Nori, Yin Tat Lee, Sheng Zhang, Dean Carignan, Richard Edgar, Nicolo Fusi, Nicholas King, Jonathan Larson, Yuanzhi Li, Weishung Liu, Renqian Luo, Scott Mayer McKinney, Robert Osazuwa Ness, Hoifung Poon, Tao Qin, Naoto Usuyama, Chris White, Eric Horvitz

November 2023

Publication
BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining

Renqian Luo, Liai Sun, Yingce Xia, Tao Qin, Sheng Zhang, Hoifung Poon, Tie-Yan Liu

Briefings in Bioinformatics | November 2022, Vol 23(6)

DOI Publication Github

WHOSe Heritage: Classification of UNESCO World Heritage “Outstanding Universal Value” Documents with Smoothed Labels

Nan Bai, Renqian Luo, Pirouz Nourian, Ana Pereira Roders

EMNLP 2021 | October 2021

Publication

Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

Harsha Nori, Yin Tat Lee, Sheng Zhang, Dean Carignan, Richard Edgar, Nicolo Fusi, Nicholas King, Jonathan Larson, Yuanzhi Li, Weishung Liu, Renqian Luo, Scott Mayer McKinney, Robert Osazuwa Ness, Hoifung Poon, Tao Qin, Naoto Usuyama, Chris White, Eric Horvitz

November 2023

Publication

Neural Architecture Search with GBDT

Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Enhong Chen, Tie-Yan Liu

July 2020

Publication Publication Publication
BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining

Renqian Luo, Liai Sun, Yingce Xia, Tao Qin, Sheng Zhang, Hoifung Poon, Tie-Yan Liu

Briefings in Bioinformatics | November 2022, Vol 23(6)

DOI Publication Github
Analyzing and Mitigating Interference in Neural Architecture Search

Jin Xu, Xu Tan, Kaitao Song, Renqian Luo, Yichong Leng, Tao Qin, Tie-Yan Liu, Sujian Li

ICML 2022 | July 2022

Publication

FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition

Yichong Leng, Xu Tan, Linchen Zhu, Jin Xu, Renqian Luo, Linquan Liu, Tao Qin, Xiangyang Li, Edward Lin, Tie-Yan Liu

NeurIPS 2021 | December 2021

Publication

WHOSe Heritage: Classification of UNESCO World Heritage “Outstanding Universal Value” Documents with Smoothed Labels

Nan Bai, Renqian Luo, Pirouz Nourian, Ana Pereira Roders

EMNLP 2021 | October 2021

Publication

Lightspeech: Lightweight and Fast Text to Speech with Neural Architecture Search

Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Jinzhu Li, Sheng Zhao, Enhong Chen, Tie-Yan Liu

2021 International Conference on Acoustics, Speech, and Signal Processing | June 2021

DOI Publication Publication Publication

Semi-Supervised Neural Architecture Search

Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Enhong Chen, Tie-Yan Liu

NeurIPS 2020 | September 2020

Publication Project

Neural Architecture Optimization

Renqian Luo, Fei Tian, Tao Qin, Enhong Chen, Tie-Yan Liu

NIPS 2018 | December 2018

Publication
Balanced One-shot Neural Architecture Optimization

Renqian Luo, Tao Qin, Enhong Chen

September 2019

Publication Publication

Renqian Luo

Publications

Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining

Analyzing and Mitigating Interference in Neural Architecture Search

FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition

WHOSe Heritage: Classification of UNESCO World Heritage “Outstanding Universal Value” Documents with Smoothed Labels

Lightspeech: Lightweight and Fast Text to Speech with Neural Architecture Search

Semi-Supervised Neural Architecture Search

Neural Architecture Search with GBDT

Balanced One-shot Neural Architecture Optimization

Neural Architecture Optimization

Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining

Analyzing and Mitigating Interference in Neural Architecture Search

FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition

Lightspeech: Lightweight and Fast Text to Speech with Neural Architecture Search

Semi-Supervised Neural Architecture Search

Neural Architecture Search with GBDT

Balanced One-shot Neural Architecture Optimization

Neural Architecture Optimization

Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining

WHOSe Heritage: Classification of UNESCO World Heritage “Outstanding Universal Value” Documents with Smoothed Labels

Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

Neural Architecture Search with GBDT

BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining

Analyzing and Mitigating Interference in Neural Architecture Search

FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition

WHOSe Heritage: Classification of UNESCO World Heritage “Outstanding Universal Value” Documents with Smoothed Labels

Lightspeech: Lightweight and Fast Text to Speech with Neural Architecture Search

Semi-Supervised Neural Architecture Search

Neural Architecture Optimization

Balanced One-shot Neural Architecture Optimization

Contact Renqian Luo

Microsoft Research AI for Science

Renqian Luo

Publications

Publications by Year

2023

2022

2021

2020

2019

2018

Publications by Research Area

Artificial intelligence

Medical, health and genomics

Human language technologies

Publications by Type

Unpublished

Article (Journal)

Inproceedings (Conference)

Miscellaneous