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 005 (SIGCOMM, 2016)

Neural Architecture Optimization. - Renqian Luo; Fei Tian; Tao Qin 001; Enhong Chen; Tie-Yan Liu (NeurIPS, 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 001; Marcin Junczys-Dowmunt; William Lewis; Mu Li 001; Shujie Liu 001; Tie-Yan Liu; et al. (CoRR, 2018)

Neural Architecture Optimization. - Renqian Luo; Fei Tian; Tao Qin 001; Tie-Yan Liu (CoRR, 2018)

Microsoft Research Asia's Systems for WMT19. - Yingce Xia; Xu Tan 003; Fei Tian; Fei Gao 018; Di He 001; Weicong Chen; Yang Fan; Linyuan Gong; Yichong Leng; Renqian Luo; Yiren Wang; Lijun Wu 003; et al. (WMT (2), 2019)

Understanding and Improving One-shot Neural Architecture Optimization. - Renqian Luo; Tao Qin 001; Enhong Chen (CoRR, 2019)

Microsoft Research Asia's Systems for WMT19. - Yingce Xia; Xu Tan 003; Fei Tian; Fei Gao 018; Weicong Chen; Yang Fan; Linyuan Gong; Yichong Leng; Renqian Luo; Yiren Wang; Lijun Wu 003; Jinhua Zhu 001; et al. (CoRR, 2019)

Semi-Supervised Neural Architecture Search. - Renqian Luo; Xu Tan 003; Rui Wang 028; Tao Qin 001; Enhong Chen; Tie-Yan Liu (NeurIPS, 2020)

Neural Architecture Search with GBDT. - Renqian Luo; Xu Tan 003; Rui Wang 028; Tao Qin 001; Enhong Chen; Tie-Yan Liu (CoRR, 2020)

WHOSe Heritage: Classification of UNESCO World Heritage Statements of "Outstanding Universal Value" with Soft Labels. - Nan Bai; Renqian Luo; Pirouz Nourian; Ana Pereira Roders (EMNLP (Findings), 2021)

Lightspeech: Lightweight and Fast Text to Speech with Neural Architecture Search. - Renqian Luo; Xu Tan 003; Rui Wang 028; Tao Qin 001; Jinzhu Li; Sheng Zhao; Enhong Chen; Tie-Yan Liu (ICASSP, 2021)

A Survey on Low-Resource Neural Machine Translation. - Rui Wang 028; Xu Tan 003; Renqian Luo; Tao Qin 001; Tie-Yan Liu (IJCAI, 2021)

NAS-BERT: Task-Agnostic and Adaptive-Size BERT Compression with Neural Architecture Search. - Jin Xu 010; Xu Tan 003; Renqian Luo; Kaitao Song; Jian Li 015; Tao Qin 001; Tie-Yan Liu (KDD, 2021)

FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition. - Yichong Leng; Xu Tan 003; Linchen Zhu; Jin Xu 010; Renqian Luo; Linquan Liu; Tao Qin 001; Xiangyang Li 001; Edward Lin; Tie-Yan Liu (NeurIPS, 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)

Analyzing and Mitigating Interference in Neural Architecture Search. - Jin Xu 010; Xu Tan 003; Kaitao Song; Renqian Luo; Yichong Leng; Tao Qin 001; Tie-Yan Liu; Jian Li 015 (ICML, 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)

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)

BioGPT: generative pre-trained transformer for biomedical text generation and mining. - Renqian Luo; Liai Sun; Yingce Xia; Tao Qin 001; Sheng Zhang 012; Hoifung Poon; Tie-Yan Liu (Briefings Bioinform., 2022)

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 003; Yingce Xia; Tao Qin 001; Howard Lee (CHIL, 2023)

Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine. - Harsha Nori; Yin Tat Lee; Sheng Zhang 012; Dean Carignan; Richard Edgar; Nicolò Fusi; Nicholas King; Jonathan Larson; Yuanzhi Li; Weishung Liu; Renqian Luo; Scott Mayer McKinney; et al. (CoRR, 2023)

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 003; Tao Qin 001; Howard Lee (EACL (Findings), 2024)

NatureLM: Deciphering the Language of Nature for Scientific Discovery. - Yingce Xia; Peiran Jin; Shufang Xie 003; Liang He 010; Chuan Cao; Renqian Luo; Guoqing Liu; Yue Wang 017; Zequn Liu; Yuan-Jyue Chen; Zekun Guo; Yeqi Bai; et al. (CoRR, 2025)

HybriDNA: A Hybrid Transformer-Mamba2 Long-Range DNA Language Model. - Mingqian Ma; Guoqing Liu; Chuan Cao; Pan Deng; Tri Dao; Albert Gu; Peiran Jin; Zhao Yang 006; Yingce Xia; Renqian Luo; Pipi Hu; Zun Wang; et al. (CoRR, 2025)

UniGenX: Unified Generation of Sequence and Structure with Autoregressive Diffusion. - Gongbo Zhang; Yanting Li; Renqian Luo; Pipi Hu; Zeru Zhao; Lingbo Li; Guoqing Liu; Zun Wang; Ran Bi; Kaiyuan Gao; Liya Guo; Yu Xie; et al. (CoRR, 2025)

Trust Region Preference Approximation: A simple and stable reinforcement learning algorithm for LLM reasoning. - Xuerui Su; Shufang Xie 003; Guoqing Liu; Yingce Xia; Renqian Luo; Peiran Jin; Zhiming Ma; Yue Wang 017; Zun Wang; Yuting Liu 002 (CoRR, 2025)