Luo, Renqian
- Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine
2023/11/28 by Harsha Nori, Nori, Harsha, Yin Tat Lee +36 · 5 voices · 59 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling #cs.CL
- Neural Architecture Optimization
2018/08/22 by Renqian Luo, Luo, Renqian, Fei Tian +8 · 2 voices · 52 citations
Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Neural Networks and Applications #cs.LG #stat.ML
- Achieving Human Parity on Automatic Chinese to English News Translation
2018/03/15 by Hany Hassan, Anthony Aue, Hassan, Hany +45 · 56 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition
2021/05/09 by Yichong Leng, Xu Tan, Leng, Yichong +17 · 9 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- Nature Language Model: Deciphering the Language of Nature for Scientific Discovery
2025/02/11 by Yingce Xia, Peiran Jin, Xia, Yingce +95 · 1 voice · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #cs.AI #cs.LG
- Semi-Supervised Neural Architecture Search
2020/02/24 by Renqian Luo, Xu Tan, Luo, Renqian +9 · 4 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- LightSpeech: Lightweight and Fast Text to Speech with Neural Architecture Search
2021/02/08 by Luo, Renqian, Tan, Xu, Wang, Rui +5 · 3 citations
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- A Survey on Low-Resource Neural Machine Translation
2021/07/09 by Rui Wang, Xu Tan, Wang, Rui +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Trust Region Preference Approximation: A simple and stable reinforcement learning algorithm for LLM reasoning
2025/04/06 by X. Su, Shufang Xie, Su, Xuerui +15 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Machine Learning and Data Classification
- UniGenX: a unified generative foundation model that couples sequence, structure and function to accelerate scientific design across proteins, molecules and materials
2025/03/09 by Zhang, Gongbo, Li, Yanting, Luo, Renqian +31 · 2 citations
#Artificial Intelligence (cs.AI) #Biological Physics (physics.bio-ph) #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
- HybriDNA: A Hybrid Transformer-Mamba2 Long-Range DNA Language Model
2025/02/15 by Mingqian Ma, Guoqing Liu, Ma, Mingqian +25 · 3 citations
Environmental Science · #Artificial Intelligence (cs.AI) #Environmental DNA in Biodiversity Studies #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG)