Minghao Guo
- LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery
2024/05/16 by Pingchuan Ma, Ma, Pingchuan, Tsun-Hsuan Wang +13 · 21 citations
Decision Sciences · #Scientific Computing and Data Management
- Physically Compatible 3D Object Modeling from a Single Image
2024/05/30 by Minghao Guo, Bohan Wang, Guo, Minghao +15 · 11 citations
Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
- Toward Horizon-scale Accretion Onto Supermassive Black Holes in Elliptical Galaxies
2022/11/09 by Minghao Guo, Guo, Minghao, James M. Stone +5 · 6 citations
Engineering · Physics and Astronomy · #Astrophysical Phenomena and Observations #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Heat Transfer Mechanisms #High Energy Astrophysical Phenomena (astro-ph.HE)
- Data-Efficient Graph Grammar Learning for Molecular Generation
2022/03/15 by Minghao Guo, Guo, Minghao, Veronika Thost +9 · 5 citations
Materials Science · Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Chemical Synthesis and Analysis
- TetSphere Splatting: Representing High-Quality Geometry with Lagrangian Volumetric Meshes
2024/05/30 by Minghao Guo, Bohan Wang, Guo, Minghao +5 · 6 citations
Computer Science · Earth and Planetary Sciences · Engineering · #Computational Geometry and Mesh Generation #Geological Modeling and Analysis #Manufacturing Process and Optimization
- Cyclic Zoom: Multiscale GRMHD Modeling of Black Hole Accretion and Feedback
2025/04/23 by Minghao Guo, Guo, Minghao, James M. Stone +5 · 8 citations
Engineering · Physics and Astronomy · #Astrophysical Phenomena and Observations #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Pulsars and Gravitational Waves Research #Superconducting Materials and Applications
- LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models
2025/03/05 by Xi Zhu, Haochen Xue, Zhu, Xi +17 · 5 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Topic Modeling
- Procedural Synthesis of Synthesizable Molecules
2024/08/24 by Michael Sun, Anthony Lo, Sun, Michael +9 · 3 citations
Biochemistry, Genetics and Molecular Biology · Chemistry · Computer Science · #Biomolecules (q-bio.BM) #Chemical Physics (physics.chem-ph) #Chemical Synthesis and Analysis #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Synthetic Organic Chemistry Methods
- Optimizing Quantum Fourier Transformation (QFT) Kernels for Modern NISQ and FT Architectures
2024/08/20 by Yuwei Jin, Jin, Yuwei, Xiangyu Gao +11 · 2 citations
Medicine · Computer Science · #ECG Monitoring and Analysis #Cardiovascular Health and Disease Prevention #Quantum Computing Algorithms and Architecture
- A Case for Quantum Circuit Cutting for NISQ Applications: Impact of topology, determinism, and sparsity
2024/12/23 by Zirui Li, Li, Zirui, Minghao Guo +8 · 2 citations
Engineering · #Advancements in Photolithography Techniques #Integrated Circuits and Semiconductor Failure Analysis #Advancements in Semiconductor Devices and Circuit Design
- FlashBias: Fast Computation of Attention with Bias
2025/05/17 by Hong Ren Wu, Wu, Haixu, Minghao Guo +10 · 2 citations
Computer Science · #Big Data and Digital Economy #Graph Theory and Algorithms #Stochastic Gradient Optimization Techniques
- Genesis: A Compiler Framework for Hamiltonian Simulation on Hybrid CV-DV Quantum Computers
2025/05/19 by Zihan Chen, Jiakang Li, Chen, Zihan +17 · 3 citations
Computer Science · #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- NeuralActuator: Neural Actuation Modeling for Robot Dynamics and External Force Perception
2026/07/13 by Zhiyang Dou, John U. Onyemelukwe, Hangxing Zhang +9
#cs.RO #cs.CV #cs.GR #cs.LG
- Dynamic phase-field crack growth in elasto-plastic metals using an extended high-fidelity time-domain spectral element framework
2026/07/24 by Feilong Li, Minghao Guo, Weibin Zhu +2