Bowen Deng

1. Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow
   2018/05/23 by Pengcheng Yin, Yin, Pengcheng, Bowen Deng +7 · 20 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
2. A Foundational Potential Energy Surface Dataset for Materials
   2025/03/06 by Aaron D. Kaplan, Runze Liu, Kaplan, Aaron D. +15 · 18 citations
   Materials Science · Physics and Astronomy · Chemistry · #Machine Learning in Materials Science #Quantum many-body systems #Advanced Physical and Chemical Molecular Interactions
3. Overcoming systematic softening in universal machine learning interatomic potentials by fine-tuning
   2024/05/11 by Bowen Deng, Deng, Bowen, Yunyoung Choi +15 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Neural Networks and Applications
4. Solar-Driven Hydrogen Production: Recent Advances, Challenges, and Future Perspectives
   2022/02/26 by Hui Song, Shunqin Luo, Hengming Huang +2 · 1 citation
   Energy · Engineering · #Advanced Photocatalysis Techniques #Chemical Looping and Thermochemical Processes #Hybrid Renewable Energy Systems
5. Addressing Multiple Salient Object Detection via Dual-Space Long-Range Dependencies
   2021/11/04 by Bowen Deng, Deng, Bowen, Andrew P. French +3 · 1 citation
   Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face Recognition and Perception #Visual Attention and Saliency Detection
6. THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings
   2024/12/16 by Bowen Deng, Tong Wang, Deng, Bowen +9 · 2 citations
   Computer Science · Physics and Astronomy · #Topological and Geometric Data Analysis #Advanced Graph Neural Networks #Complex Network Analysis Techniques
7. DistMLIP: A Distributed Inference Platform for Machine Learning Interatomic Potentials
   2025/05/28 by Kevin Han, Bowen Deng, Han, Kevin +5 · 2 citations
   Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)