Wang, Hanchen
- Pre-training Molecular Graph Representation with 3D Geometry
2021/10/07 by Shengchao Liu, Hanchen Wang, Liu, Shengchao +9 · 25 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Computational Drug Discovery Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
- Unsupervised Point Cloud Pre-Training via Occlusion Completion
2020/10/02 by Wang, Hanchen, Liu, Qi, Yue, Xiangyu +2 · 12 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design
2024/10/17 by Chenyu Wang, Wang, Chenyu, Masatoshi Uehara +17 · 16 citations
Biochemistry, Genetics and Molecular Biology · #DNA and Nucleic Acid Chemistry
- Solving Seismic Wave Equations on Variable Velocity Models with Fourier Neural Operator
2022/09/25 by Bian Li, Hanchen Wang, Li, Bian +6 · 6 citations
Earth and Planetary Sciences · Engineering · #68T07 (Primary) 86-08 (Secondary) #Drilling and Well Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis
- OpenFWI: Large-Scale Multi-Structural Benchmark Datasets for Seismic Full Waveform Inversion
2021/11/04 by Chengyuan Deng, Shihang Feng, Deng, Chengyuan +15 · 5 citations
Computer Science · Earth and Planetary Sciences · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis #Seismology and Earthquake Studies #Signal Processing (eess.SP) #electronic engineering #information engineering
- Evaluating Self-Supervised Learning for Molecular Graph Embeddings
2022/06/16 by Hanchen Wang, Wang, Hanchen, Jean Kaddour +9 · 4 citations
Computer Science · Materials Science · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Advanced Graph Neural Networks
- Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching
2022/01/25 by Hanchen Wang, Ying Zhang, Wang, Hanchen +9 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Network Packet Processing and Optimization
- Lattice-tunable substituted iron garnets for low-temperature magnonics
2024/07/09 by Legrand, William, Kemna, Yana, Schären, Stefan +7 · 5 citations
#FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
- MLReal: Bridging the gap between training on synthetic data and real data applications in machine learning
2021/09/11 by Alkhalifah, Tariq, Wang, Hanchen, Ovcharenko, Oleg · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- \mathbf𝔼FWI: Multi-parameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties
2023/06/21 by Feng, Shihang, Wang, Hanchen, Deng, Chengyuan +6 · 2 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG)
- Observation of spin-wave moiré edge and cavity modes in twisted magnetic lattices
2023/04/03 by Wang, Hanchen, Madami, Marco, Chen, Jilei +16 · 2 citations
#Applied Physics (physics.app-ph) #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
- STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space Model
2024/03/19 by Lincan Li, Hanchen Wang, Li, Lincan +5 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Matching Point Sets with Quantum Circuit Learning
2021/02/12 by Noormandipour, Mohammadreza, Wang, Hanchen · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Broad-Wavevector Spin Pumping of Flat-Band Magnons
2023/11/15 by Wang, Jinlong, Wang, Hanchen, Chen, Jilei +11 · 2 citations
#Applied Physics (physics.app-ph) #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
- An Empirical Study of Large-Scale Data-Driven Full Waveform Inversion
2023/07/28 by Jin, Peng, Feng, Yinan, Feng, Shihang +5 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography
2023/08/30 by Lozenski, Luke, Wang, Hanchen, Li, Fu +4 · 1 citation
#FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
- A Physics-guided Generative AI Toolkit for Geophysical Monitoring
2024/01/06 by Junhuan Yang, Yang, Junhuan, Hanchen Wang +7 · 1 citation
Computer Science · Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis #Seismology and Earthquake Studies #Signal Processing (eess.SP) #electronic engineering #information engineering
- Bridging Large Language Models and Graph Structure Learning Models for Robust Representation Learning
2024/10/15 by Su, Guangxin, Zhu, Yifan, Zhang, Wenjie +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Persistent nodal magnon-photon polariton in ferromagnetic heterostructures
2024/07/31 by Zhuolun Qiu, Qiu, Zhuolun, X. Zhou +7 · 1 citation
Physics and Astronomy · Engineering · #Mechanical and Optical Resonators #Photonic and Optical Devices #Strong Light-Matter Interactions