Renqian Luo

According to our database, Renqian Luo authored at least 22 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

CReSE: Benchmark Data and Automatic Evaluation Framework for Recommending Eligibility Criteria from Clinical Trial Information.

Siun Kim, Jung-Hyun Won, David Seung U. Lee, Renqian Luo, Lijun Wu, Tao Qin, Howard Lee

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023

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

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

CoRR, 2023

Revisiting Machine-Learning based Drug Repurposing: Drug Indications Are Not a Right Prediction Target.

Siun Kim, Jung-Hyun Won, David Seung U. Lee, Renqian Luo, Lijun Wu, Yingce Xia, Tao Qin, Howard Lee

Proceedings of the Conference on Health, Inference, and Learning, 2023

2022

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 Bioinform., November, 2022

Heri-Graphs: A Dataset Creation Framework for Multi-Modal Machine Learning on Graphs of Heritage Values and Attributes with Social Media.

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

ISPRS Int. J. Geo Inf., 2022

Heri-Graphs: A Workflow of Creating Datasets for Multi-modal Machine Learning on Graphs of Heritage Values and Attributes with Social Media.

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

CoRR, 2022

Analyzing and Mitigating Interference in Neural Architecture Search.

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

Proceedings of the International Conference on Machine Learning, 2022

2021

WHOSe Heritage: Classification of UNESCO World Heritage "Outstanding Universal Value" Documents with Smoothed Labels.

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

CoRR, 2021

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

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

NAS-BERT: Task-Agnostic and Adaptive-Size BERT Compression with Neural Architecture Search.

Jin Xu, Xu Tan, Renqian Luo, Kaitao Song, Jian Li, Tao Qin, Tie-Yan Liu

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

A Survey on Low-Resource Neural Machine Translation.

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

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

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

Proceedings of the IEEE International Conference on Acoustics, 2021

WHOSe Heritage: Classification of UNESCO World Heritage Statements of "Outstanding Universal Value" with Soft Labels.

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Neural Architecture Search with GBDT.

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

CoRR, 2020

Semi-Supervised Neural Architecture Search.

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

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Microsoft Research Asia's Systems for WMT19.

Yingce Xia, Xu Tan, Fei Tian, Fei Gao, Weicong Chen, Yang Fan, Linyuan Gong, Yichong Leng, Renqian Luo, Yiren Wang, Lijun Wu, Jinhua Zhu, Tao Qin, Tie-Yan Liu

CoRR, 2019

Understanding and Improving One-shot Neural Architecture Optimization.

Renqian Luo, Tao Qin, Enhong Chen

CoRR, 2019

Microsoft Research Asia's Systems for WMT19.

Yingce Xia, Xu Tan, Fei Tian, Fei Gao, Di He, Weicong Chen, Yang Fan, Linyuan Gong, Yichong Leng, Renqian Luo, Yiren Wang, Lijun Wu, Jinhua Zhu, Tao Qin, Tie-Yan Liu

Proceedings of the Fourth Conference on Machine Translation, 2019

2018

Neural Architecture Optimization.

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

CoRR, 2018

Achieving Human Parity on Automatic Chinese to English News Translation.

Hany Hassan, Anthony Aue, Chang Chen, Vishal Chowdhary, Jonathan Clark, Christian Federmann, Xuedong Huang, Marcin Junczys-Dowmunt, William Lewis, Mu Li, Shujie Liu, Tie-Yan Liu, Renqian Luo, Arul Menezes, Tao Qin, Frank Seide, Xu Tan, Fei Tian, Lijun Wu, Shuangzhi Wu, Yingce Xia, Dongdong Zhang, Zhirui Zhang, Ming Zhou

CoRR, 2018

Neural Architecture Optimization.

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

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2016

ClickNP: Highly flexible and High-performance Network Processing with Reconfigurable Hardware.

Bojie Li, Kun Tan, Layong Larry Luo, Yanqing Peng, Renqian Luo, Ningyi Xu, Yongqiang Xiong, Peng Cheng

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016