Graph Self-supervised Learning with Accurate Discrepancy Learning

Graph Self-supervised Learning with Accurate Discrepancy Learning

7 February 2022

Papers citing "Graph Self-supervised Learning with Accurate Discrepancy Learning"

18 / 18 papers shown

Title
MolSpectra: Pre-training 3D Molecular Representation with Multi-modal Energy Spectra Liang Wang Shaozhen Liu Yu Rong Deli Zhao Qiang Liu Shu Wu Liang Wang MedIm 68 2 0 22 Feb 2025
Equivariant Masked Position Prediction for Efficient Molecular Representation Junyi An C. Qu Yun-Fei Shi XinHao Liu Qianwei Tang Fenglei Cao Yuan Qi 40 0 0 12 Feb 2025
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction Liang Wang Qiang Liu Shaozhen Liu Xin Sun Shu Wu Liang Wang 39 2 0 02 Nov 2024
Uncovering Capabilities of Model Pruning in Graph Contrastive Learning Wu Junran Chen Xueyuan Li Shangzhe 31 1 0 27 Oct 2024
TDNetGen: Empowering Complex Network Resilience Prediction with Generative Augmentation of Topology and Dynamics Chang Liu Jingtao Ding Yiwen Song Yong Li AI4CE 31 3 0 19 Aug 2024
Learning Molecular Representation in a Cell Gang Liu Srijit Seal John Arevalo Zhenwen Liang Anne E Carpenter Meng Jiang Shantanu Singh 42 2 0 17 Jun 2024
Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models Wenzhuo Tang Haitao Mao Danial Dervovic Ivan Brugere Saumitra Mishra Yuying Xie Jiliang Tang 50 3 0 04 Jun 2024
Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting Minbo Ma Jilin Hu Christian S. Jensen Fei Teng Peng Han Zhiqiang Xu Tian-Jie Li AI4TS 49 3 0 27 Dec 2023
Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery Pengwei Yan Kaisong Song Zhuoren Jiang Yangyang Kang Tianqianjin Lin Changlong Sun Xiaozhong Liu AI4CE 28 2 0 19 Dec 2023
Improving Self-supervised Molecular Representation Learning using Persistent Homology Yuankai Luo Lei Shi Veronika Thost SSL 34 8 0 29 Nov 2023
Augment with Care: Enhancing Graph Contrastive Learning with Selective Spectrum Perturbation Kaiqi Yang Haoyu Han Wei-dong Jin Hui Liu 33 3 0 20 Oct 2023
Motif-aware Attribute Masking for Molecular Graph Pre-training Eric Inae Gang Liu Meng Jiang AI4CE 45 14 0 08 Sep 2023
3D Denoisers are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation Sungjun Cho Dae-Woong Jeong Sung Moon Ko Jinwoo Kim Sehui Han Seunghoon Hong Honglak Lee Moontae Lee AI4CE DiffM 35 1 0 08 Sep 2023
MUBen: Benchmarking the Uncertainty of Molecular Representation Models Yinghao Li Lingkai Kong Yuanqi Du Yue Yu Yuchen Zhuang Wenhao Mu Chao Zhang 29 9 0 14 Jun 2023
Data-Centric Learning from Unlabeled Graphs with Diffusion Model Gang Liu Eric Inae Tong Zhao Jiaxin Xu Te Luo Meng Jiang DiffM 31 23 0 17 Mar 2023
A Systematic Survey of Chemical Pre-trained Models Jun-Xiong Xia Yanqiao Zhu Yuanqi Du Stan Z.Li AI4CE 54 51 0 29 Oct 2022
Motif-Driven Contrastive Learning of Graph Representations Shichang Zhang Ziniu Hu Arjun Subramonian Yizhou Sun SSL 22 8 0 23 Dec 2020
MoleculeNet: A Benchmark for Molecular Machine Learning Zhenqin Wu Bharath Ramsundar Evan N. Feinberg Joseph Gomes C. Geniesse Aneesh S. Pappu K. Leswing Vijay S. Pande OOD 184 1,778 0 02 Mar 2017