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Han Yang

  1. MatterGen: a generative model for inorganic materials design
    2023/12/06 by Claudio Zeni, Zeni, Claudio, Robert Pinsler +41 · 1 voice · 21 citations
    Computer Science · Engineering · Materials Science · Physics and Astronomy · #Machine Learning in Materials Science #Modular Robots and Swarm Intelligence #cond-mat.mtrl-sci #cs.AI
  2. MatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures
    2024/05/08 by Han Yang, Yang, Han, Chenxi Hu +44 · 1 voice · 58 citations
    Materials Science · Physics and Astronomy · #Machine Learning in Materials Science #Nuclear Physics and Applications #cond-mat.mtrl-sci
  3. Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs
    2022/02/11 by Yongqiang Chen, Yonggang Zhang, Chen, Yongqiang +15 · 12 citations
    Environmental Science · Computer Science · Medicine · #Health, Environment, Cognitive Aging #Machine Learning in Healthcare #Data-Driven Disease Surveillance
  4. CLIP-KD: An Empirical Study of CLIP Model Distillation
    2023/07/24 by Chuanguang Yang, Yang, Chuanguang, Zhulin An +11 · 13 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  5. Understanding and Improving Graph Injection Attack by Promoting Unnoticeability
    2022/02/16 by Yongqiang Chen, Han Yang, Chen, Yongqiang +11 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. Nature Language Model: Deciphering the Language of Nature for Scientific Discovery
    2025/02/11 by Yingce Xia, Peiran Jin, Xia, Yingce +89 · 1 voice · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
  7. Atomate2: modular workflows for materials science
    2025/01/01 by Alex M. Ganose, Hrushikesh Sahasrabuddhe, Mark Asta +53 · 2 voices · 6 citations
    Chemical Engineering · Decision Sciences · Materials Science · #Catalysis and Oxidation Reactions #Machine Learning in Materials Science #Scientific Computing and Data Management
  8. Enhancing the Scalability and Applicability of Kohn-Sham Hamiltonians for Molecular Systems
    2025/02/26 by Yunyang Li, Li, Yunyang, Zeyu Xia +19 · 6 citations
    Materials Science · Physics and Astronomy · #Advanced Chemical Physics Studies #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Quantum many-body systems
  9. Pareto Invariant Risk Minimization: Towards Mitigating the Optimization Dilemma in Out-of-Distribution Generalization
    2022/06/15 by Yongqiang Chen, Kaiwen Zhou, Chen, Yongqiang +17 · 2 citations
    Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Domain Adaptation and Few-Shot Learning
  10. Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity
    2025/02/03 by Xinran Wei, Luo, Erpai, Wei, Xinran +16 · 5 citations
    Physics and Astronomy · Materials Science · #Model Reduction and Neural Networks #Quantum, superfluid, helium dynamics #Machine Learning in Materials Science
  11. SILT: Shadow-aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels
    2023/08/23 by Han Yang, Tianyu Wang, Yang, Han +5 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Music and Audio Processing #Video Surveillance and Tracking Methods
  12. Evaluating the Discrimination Ability of Proper Multivariate Scoring Rules
    2021/01/29 by Carol Alexander, Alexander, Carol, Michael Coulon +5 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #Forecasting Techniques and Applications #Stock Market Forecasting Methods #Monetary Policy and Economic Impact
  13. NLUT: Neural-based 3D Lookup Tables for Video Photorealistic Style Transfer
    2023/03/16 by Yaosen Chen, Han Yang, Chen, Yaosen +11 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  14. Disentangled Cycle Consistency for Highly-realistic Virtual Try-On
    2021/03/17 by Chongjian Ge, Yibing Song, Ge, Chongjian +9 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques
  15. Acceleration without Disruption: DFT Software as a Service
    2024/06/17 by Fusong Ju, Ju, Fusong, Xinran Wei +29 · 1 citation
    Computer Science · #Distributed and Parallel Computing Systems
  16. SLC2-SLAM: Semantic-guided Loop Closure using Shared Latent Code for NeRF SLAM
    2025/01/15 by Yuhang Ming, Di Ma, Ming, Yuhang +11 · 2 citations
    Decision Sciences · Engineering · #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Automated Systems #Robotics and Sensor-Based Localization #Scientific Computing and Data Management
  17. Self-Enhanced GNN: Improving Graph Neural Networks Using Model Outputs
    2020/02/18 by Han Yang, Yang, Han, Yan Xiao +7 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Graph Theory and Algorithms
  18. Probing the Limit of Heat Transfer in Inorganic Crystals with Deep Learning
    2025/03/14 by Li, Jielan, Zekun Chen, Qian Wang +42 · 2 citations
    Materials Science · #Advanced Thermoelectric Materials and Devices #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Thermal properties of materials
  19. AutoNeural: Co-Designing Vision-Language Models for NPU Inference
    2025/12/02 by Wei Chen, Chen, Wei, Liangmin Wu +24 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #cs.CL