Jun Cheng

1. Accurate proteome-wide missense variant effect prediction with AlphaMissense
   2023/09/19 by Jun Cheng, Guido Novati, Joshua Pan +13 · 96 citations
   Biochemistry, Genetics and Molecular Biology · #Genetic Associations and Epidemiology #Genomic variations and chromosomal abnormalities #Genomics and Rare Diseases
2. Coupling N2 and CO2 in H2O to synthesize urea under ambient conditions
   2020/06/15 by Chen Chen, Xiaorong Zhu, Xiaojian Wen +27 · 23 citations
   Chemical Engineering · Energy · Materials Science · #Ammonia Synthesis and Nitrogen Reduction #CO2 Reduction Techniques and Catalysts #Hydrogen Storage and Materials
3. AlphaFold Protein Structure Database and 3D-Beacons: New Data and Capabilities
   2025/01/29 by Jennifer Fleming, Paulyna Magaña, Paulyna Magana +21 · 40 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · #Protein Structure and Dynamics #Enzyme Structure and Function #Machine Learning in Bioinformatics
4. Electrocatalytic reduction of CO2 to ethylene and ethanol through hydrogen-assisted C–C coupling over fluorine-modified copper
   2020/04/20 by Wenchao Ma, Shunji Xie, Tongtong Liu +7 · 14 citations
   Chemical Engineering · Energy · #CO2 Reduction Techniques and Catalysts #Carbon dioxide utilization in catalysis #Ionic liquids properties and applications
5. CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging
   2020/10/15 by Lei Mou, Yitian Zhao, Mou, Lei +21 · 8 citations
   Medicine · #Acute Ischemic Stroke Management #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Glaucoma and retinal disorders #Image and Video Processing (eess.IV) #Retinal Imaging and Analysis #electronic engineering #information engineering
6. Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images
   2020/08/09 by Kang Zhou, Yuting Xiao, Zhou, Kang +14 · 8 citations
   Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Imbalanced Data Classification Techniques #Retinal Imaging and Analysis #electronic engineering #information engineering
7. Oxygen Vacancy-Mediated Selective C–N Coupling toward Electrocatalytic Urea Synthesis
   2022/06/24 by Xiaoxiao Wei, Xiaojian Wen, Yingying Liu +12 · 8 citations
   Chemical Engineering · Chemistry · Energy · #Advanced Photocatalysis Techniques #Ammonia Synthesis and Nitrogen Reduction #Catalytic Cross-Coupling Reactions
8. Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition
   2020/08/01 by Haocong Rao, Rao, Haocong, Shihao Xu +7 · 5 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition
9. Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis
   2022/04/14 by Jiamin Liang, Xin Yang, Liang, Jiamin +17 · 6 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Vision and Imaging #Cell Image Analysis Techniques #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) #Machine Learning (cs.LG) #electronic engineering #information engineering
10. OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding
    2024/06/11 by Ming Hu, Hu, Ming, Peng Xia +25 · 8 citations
    Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Retinal Imaging and Analysis #Surgical Simulation and Training
11. Subnanometer Bimetallic Platinum–Zinc Clusters in Zeolites for Propane Dehydrogenation
    2020/04/07 by Qiming Sun, Ning Wang, Qiyuan Fan +18 · 7 citations
    Chemical Engineering · Chemistry · Materials Science · #Catalysis and Oxidation Reactions #Catalytic Processes in Materials Science #Zeolite Catalysis and Synthesis
12. A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications
    2022/06/02 by Fei Wu, Qingzhong Wang, Wu, Fei +13 · 4 citations
    Computer Science · #Human Pose and Action Recognition #Video Analysis and Summarization #Anomaly Detection Techniques and Applications
13. Filling metal–organic framework mesopores with TiO2 for CO2 photoreduction
    2020/09/09 by Zhuo Jiang, Xiaohui Xu, Yanhang Ma +12 · 4 citations
    Chemistry · Energy · Materials Science · #Advanced Photocatalysis Techniques #Covalent Organic Framework Applications #Metal-Organic Frameworks: Synthesis and Applications
14. Latent Degradation Representation Constraint for Single Image Deraining
    2023/09/09 by Yuhong He, Long Peng, He, Yuhong +5 · 4 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #electronic engineering #information engineering
15. AlphaGenome: advancing regulatory variant effect prediction with a unified DNA sequence model
    2025/06/27 by Žiga Avsec, Natasha S. Latysheva, Jun Cheng +24 · 3 voices · 8 citations
    Biochemistry, Genetics and Molecular Biology · #Genomics and Chromatin Dynamics #Genomics and Phylogenetic Studies #RNA and protein synthesis mechanisms
16. ELFNet: Evidential Local-global Fusion for Stereo Matching
    2023/08/01 by Jieming Lou, Weide Liu, Lou, Jieming +7 · 4 citations
    Computer Science · Medicine · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Photodynamic Therapy Research Studies #Traditional Chinese Medicine Analysis
17. Personalized Diagnostic Tool for Thyroid Cancer Classification using Multi-view Ultrasound
    2022/07/01 by Han Huang, Huang, Han, Yijie Dong +11 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #Thyroid Cancer Diagnosis and Treatment
18. Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading
    2018/08/31 by Kang Zhou, Zhou, Kang, Zaiwang Gu +11 · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Retinal Diseases and Treatments #Retinal Imaging and Analysis #electronic engineering #information engineering
19. Unsupervised Deformable Medical Image Registration via Pyramidal Residual Deformation Fields Estimation
    2020/04/16 by Yujia Zhou, Zhou, Yujia, Shumao Pang +17 · 1 citation
    Computer Science · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications
20. Multi-IMU with Online Self-Consistency for Freehand 3D Ultrasound Reconstruction
    2023/06/28 by Mingyuan Luo, Xin Yang, Luo, Mingyuan +17 · 2 citations
    Engineering · Medicine · #Cardiac Valve Diseases and Treatments #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #Ultrasound Imaging and Elastography #electronic engineering #information engineering
21. Auto-resolving the atomic structure at van der Waals interfaces using a generative model
    2024/08/29 by Wenqiang Huang, Huang, Wenqiang, Yuchen Jin +27 · 2 citations
    Computer Science · Engineering · Physics and Astronomy · #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Quantum Computing Algorithms and Architecture #Spectroscopy and Quantum Chemical Studies #Surface Chemistry and Catalysis
22. Detecting anisotropies of the stochastic gravitational wave background with TianQin
    2023/06/26 by Kun Zhou, Zhou, Kun, Jun Cheng +3 · 1 citation
    Physics and Astronomy · Earth and Planetary Sciences · #Pulsars and Gravitational Waves Research #Cosmology and Gravitation Theories #Geophysics and Gravity Measurements
23. LiftFeat: 3D Geometry-Aware Local Feature Matching
    2025/05/06 by Yepeng Liu, Liu, Yepeng, Wei-Yu Lai +11 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Gait Recognition and Analysis #Human Pose and Action Recognition #Robotics (cs.RO)
24. The Tenth NTIRE 2025 Image Denoising Challenge Report
    2025/04/16 by Lei Sun, Sun, Lei, Hang Guo +177 · 7 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques
25. Configuration characteristics of the Chinese First Quasi-axisymmetric Stellarator
    2020/11/24 by Haifeng Liu, A. Shimizu, Akihiro Shimizu +19 · 1 citation
    Physics and Astronomy · Engineering · #Magnetic confinement fusion research #Ionosphere and magnetosphere dynamics #Particle accelerators and beam dynamics
26. Human-imperceptible, Machine-recognizable Images
    2023/06/06 by Fusheng Hao, Hao, Fusheng, Fengxiang He +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Chaos-based Image/Signal Encryption #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
27. Scaling policy iteration based reinforcement learning for unknown discrete-time linear systems
    2024/11/12 by Zhen Pang, Pang, Zhen, Shengda Tang +5 · 1 citation
    Computer Science · Engineering · #Adaptive Dynamic Programming Control #Advanced Sensor and Control Systems #Elevator Systems and Control #FOS: Mathematics #Optimization and Control (math.OC)
28. Dflow, a Python framework for constructing cloud-native AI-for-Science workflows
    2024/04/29 by Xinzijian Liu, Liu, Xinzijian, Yanbo Han +33 · 1 citation
    Computer Science · Decision Sciences · #Computational Physics and Python Applications #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
29. A Physics-Inspired Deep Learning Framework with Polar Coordinate Attention for Ptychographic Imaging
    2024/11/25 by Han Yue, Jun Cheng, Yue, Han +7 · 1 citation
    Medicine · Physics and Astronomy · #68T07 #68U10 #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Gamma-ray bursts and supernovae #Optics (physics.optics) #Pelvic floor disorders treatments
30. Progressive Retinal Image Registration via Global and Local Deformable Transformations
    2024/09/02 by Yepeng Liu, Baosheng Yu, Liu, Yepeng +11 · 1 citation
    Computer Science · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Medical Image Segmentation Techniques #Retinal Imaging and Analysis
31. MIFNet: Learning Modality-Invariant Features for Generalizable Multimodal Image Matching
    2025/01/20 by Yepeng Liu, Zhichao Sun, Liu, Yepeng +11 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
32. Full-data accuracy with fewer labels for training and fine-tuning machine-learning force fields
    2026/07/16 by Sheng Bi, Yi-Ze Wang, Jun Cheng · 1 voice
    #physics.chem-ph #cond-mat.mtrl-sci #cs.LG
33. Uni-XAS: Alignment-Driven Bidirectional Multimodal Learning for X-ray Absorption Spectroscopy
    2026/07/23 by Suyang Zhong, Yuhao Zhao, Boying Huang +6
    #cond-mat.mtrl-sci #cond-mat.dis-nn #physics.app-ph #physics.data-an
34. Coordinate Independence of the Schwarzschild Black Hole Accretion Vlasov Gas Model
    2026/07/22 by Ping Li, Jun Cheng, Jiang-he Yang
    #gr-qc
35. Enhanced ODMA for Massive Sparse Access: Hybrid Data-Frozen Bit Transmission and Fixed-Point Analysis over Block Fading Channels
    2026/07/20 by Guanghui Song, Jianxiang Yan, Ying Li +2
    #cs.IT #math.IT
36. Enhancing robustness of neural ODEs via attractor dynamics
    2026/07/22 by Chao Zhou, Qieshi Zhang, Jun Cheng