Dong, Nanqing
- Intern-S1: A Scientific Multimodal Foundation Model
2025/08/21 by Bai, Lei, Cai, Zhongrui, Cao, Yuhang +173 · 1 voice · 28 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
2024/10/12 by Haoyang Su, Su, Haoyang, Renqi Chen +17 · 16 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Cognitive Science and Mapping #Complex Systems and Decision Making #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery
2025/08/18 by Jiaqi Wei, Yue-Jin Yang, Yuejin Yang +52 · 3 voices · 18 citations
Computer Science · Decision Sciences · #Scientific Computing and Data Management #cs.LG
- Federated Contrastive Learning for Decentralized Unlabeled Medical Images
2021/09/15 by Nanqing Dong, Dong, Nanqing, ID Voiculescu +2 · 3 citations
Computer Science · Engineering · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Microwave Imaging and Scattering Analysis #Tumors and Oncological Cases #electronic engineering #information engineering
- ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing
2023/12/18 by Zhi Jin, Sheng Xu, Jin, Zhi +15 · 5 citations
Biochemistry, Genetics and Molecular Biology · Chemistry · #Advanced Proteomics Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Mass Spectrometry Techniques and Applications #Quantitative Methods (q-bio.QM)
- SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays
2017/03/26 by Dai, Wei, Doyle, Joseph, Liang, Xiaodan +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Reinforced Auto-Zoom Net: Towards Accurate and Fast Breast Cancer Segmentation in Whole-slide Images
2018/07/29 by Dong, Nanqing, Kampffmeyer, Michael, Liang, Xiaodan +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
2024/12/18 by Lifeng Qiao, Ye Peng, Qiao, Lifeng +13 · 3 citations
Biochemistry, Genetics and Molecular Biology · #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #RNA and protein synthesis mechanisms
- Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
2024/12/26 by Haonan He, Yuchen Ren, He, Haonan +26 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #Genetics, Bioinformatics, and Biomedical Research
- AI-Driven Automation Can Become the Foundation of Next-Era Science of Science Research
2025/05/17 by Renqi Chen, Chen, Renqi, Haoyang Su +18 · 1 voice
Computer Science · Decision Sciences · Materials Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning and Data Classification #Machine Learning in Materials Science #Physics and Society (physics.soc-ph) #Scientific Computing and Data Management #cs.AI #cs.CL #physics.soc-ph
- A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
2025/08/28 by Mingjun Hu, Chenglong Ma, Hu, Ming +214 · 9 citations
Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
- Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing
2025/05/23 by Qiu, Zijie, Wei, Jiaqi, Zhang, Xiang +6 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Defending Against Poisoning Attacks in Federated Learning with Blockchain
2023/07/02 by Nanqing Dong, Dong, Nanqing, Zhipeng Wang +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Computer Science and Game Theory (cs.GT) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Dynamic Knowledge Exchange and Dual-diversity Review: Concisely Unleashing the Potential of a Multi-Agent Research Team
2025/06/23 by Yu, Weilun, Tang, Shixiang, Huang, Yonggui +7 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- An Embarrassingly Simple Approach to Enhance Transformer Performance in Genomic Selection for Crop Breeding
2024/05/15 by Renqi Chen, Chen, Renqi, Wenwei Han +14 · 1 citation
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Genetic Mapping and Diversity in Plants and Animals #Genetically Modified Organisms Research #Genetics and Plant Breeding #Machine Learning (cs.LG)
- Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
2025/12/18 by Wanghan Xu, Xu, Wanghan, Yuhao Zhou +214 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomedical Text Mining and Ontologies #Scientific Computing and Data Management #Topic Modeling #cs.AI #cs.CL #cs.LG