Liping Liu

1. Efficient and Degree-Guided Graph Generation via Discrete Diffusion Modeling
   2023/05/06 by Jiaxing He, Chen, Xiaohui, He, Jiaxing +4 · 13 citations
   Computer Science · #Topic Modeling #Advanced Graph Neural Networks
2. Bayesian Conditional Diffusion Models for Versatile Spatiotemporal Turbulence Generation
   2023/11/14 by Han Gao, Xu Han, Gao, Han +11 · 9 citations
   Computer Science · Earth and Planetary Sciences · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks
3. Low temperature inhibits anthocyanin accumulation in strawberry fruit by activating FvMAPK3-induced phosphorylation of FvMYB10 and degradation of Chalcone Synthase 1
   2022/01/07 by Wenwen Mao, Yu Han, Yating Chen +8 · 3 citations
   Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Horticultural and Viticultural Research #Light effects on plants #Plant Gene Expression Analysis
4. MADGEN: Mass-Spec attends to De Novo Molecular generation
   2025/01/03 by Yinkai Wang, Wang, Yinkai, Liping Liu +4 · 6 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Electron and X-Ray Spectroscopy Techniques #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Machine Learning (cs.LG) #X-ray Spectroscopy and Fluorescence Analysis
5. Reason out Your Layout: Evoking the Layout Master from Large Language Models for Text-to-Image Synthesis
   2023/11/28 by Yongfei Liu, Chen, Xiaohui, Yingxiang Yang +10 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
6. Parallel Distributed Logistic Regression for Vertical Federated Learning without Third-Party Coordinator
   2019/11/22 by Shengwen Yang, Bing Ren, Yang, Shengwen +5 · 6 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Mobile Crowdsensing and Crowdsourcing #Cryptography and Data Security
7. NovelCraft: A Dataset for Novelty Detection and Discovery in Open Worlds
   2022/06/23 by Patrick Feeney, Feeney, Patrick, Sarah Schneider +9 · 2 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Immune Systems Applications #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. NVDiff: Graph Generation through the Diffusion of Node Vectors
   2022/11/19 by Chen, Xiaohui, Yukun Li, Li, Yukun +4 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
9. Graph Generative Pre-trained Transformer
   2025/01/02 by Chen, Xiaohui, Yinkai Wang, Wang, Yinkai +10 · 6 citations
   Computer Science · Health Professions · #Advanced Graph Neural Networks #Neural Networks and Applications #Artificial Intelligence in Healthcare
10. Ensemble Spectral Prediction (ESP) Model for Metabolite Annotation
    2022/03/25 by Xinmeng Li, Li, Xinmeng, Hao Zhu +5 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · Materials Science · #Computational Drug Discovery Methods #Metabolomics and Mass Spectrometry Studies #Machine Learning in Materials Science
11. DELTA: DEep Learning Transfer using Feature Map with Attention for Convolutional Networks
    2019/01/26 by Xingjian Li, Haoyi Xiong, Li, Xingjian +11 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
12. Enhancing Diffusion-based Point Cloud Generation with Smoothness Constraint
    2024/04/03 by Yukun Li, Liping Liu, Li, Yukun +1 · 2 citations
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications
13. Graph-based Confidence Calibration for Large Language Models
    2024/11/03 by Yukun Li, Sijia Wang, Li, Yukun +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Topic Modeling
14. DiaKG: an Annotated Diabetes Dataset for Medical Knowledge Graph Construction
    2021/05/31 by Dejie Chang, Chang, Dejie, Mosha Chen +21 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
15. Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation
    2021/06/11 by Chen, Xiaohui, Han Xu, Jiajing Hu +6 · 1 citation
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Advanced Graph Neural Networks
16. PatchGT: Transformer over Non-trainable Clusters for Learning Graph Representations
    2022/11/26 by Han Gao, Gao, Han, Xu Han +7 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #FOS: Computer and information sciences #FOS: Mathematics #Geometric Topology (math.GT) #Machine Learning (cs.LG)
17. Development of a Deep Learning System for Intra-Operative Identification of Cancer Metastases
    2023/06/17 by Thomas Schnelldorfer, Schnelldorfer, Thomas, Janil Castro +5 · 1 citation
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Hepatocellular Carcinoma Treatment and Prognosis #Image and Video Processing (eess.IV) #Intraperitoneal and Appendiceal Malignancies #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
18. On Separate Normalization in Self-supervised Transformers
    2023/09/22 by Yinkai Wang, Chen, Xiaohui, Yuanqi Du +6 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Speech Recognition and Synthesis
19. Graph Pruning for Enumeration of Minimal Unsatisfiable Subsets
    2024/02/19 by Panagiotis Lymperopoulos, Lymperopoulos, Panagiotis, Liping Liu +1 · 1 citation
    Computer Science · #Constraint Satisfaction and Optimization #Rough Sets and Fuzzy Logic