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Solving Seismic Wave Equations on Variable Velocity Models with Fourier Neural Operator


Sep 25, 2022
Bian Li, Hanchen Wang, Xiu Yang, Youzuo Lin

* 21 pages, 11 figures 

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Evaluating Self-Supervised Learning for Molecular Graph Embeddings


Jun 16, 2022
Hanchen Wang, Jean Kaddour, Shengchao Liu, Jian Tang, Matt Kusner, Joan Lasenby, Qi Liu


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Augmenting Message Passing by Retrieving Similar Graphs


Jun 01, 2022
Dingmin Wang, Shengchao Liu, Hanchen Wang, Linfeng Song, Jian Tang, Song Le, Bernardo Cuenca Grau, Qi Liu


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Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching


Jan 25, 2022
Hanchen Wang, Ying Zhang, Lu Qin, Wei Wang, Wenjie Zhang, Xuemin Lin

* Accepted by ICDE 2022 

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Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence


Nov 18, 2021
Xiang Bai, Hanchen Wang, Liya Ma, Yongchao Xu, Jiefeng Gan, Ziwei Fan, Fan Yang, Ke Ma, Jiehua Yang, Song Bai, Chang Shu, Xinyu Zou, Renhao Huang, Changzheng Zhang, Xiaowu Liu, Dandan Tu, Chuou Xu, Wenqing Zhang, Xi Wang, Anguo Chen, Yu Zeng, Dehua Yang, Ming-Wei Wang, Nagaraj Holalkere, Neil J. Halin, Ihab R. Kamel, Jia Wu, Xuehua Peng, Xiang Wang, Jianbo Shao, Pattanasak Mongkolwat, Jianjun Zhang, Weiyang Liu, Michael Roberts, Zhongzhao Teng, Lucian Beer, Lorena Escudero Sanchez, Evis Sala, Daniel Rubin, Adrian Weller, Joan Lasenby, Chuangsheng Zheng, Jianming Wang, Zhen Li, Carola-Bibiane Schönlieb, Tian Xia

* Nature Machine Intelligence 

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Iterative Teaching by Label Synthesis


Nov 10, 2021
Weiyang Liu, Zhen Liu, Hanchen Wang, Liam Paull, Bernhard Schölkopf, Adrian Weller

* NeurIPS 2021 Spotlight (v2: 28 pages, 20 figures) 

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Pre-training Molecular Graph Representation with 3D Geometry


Oct 07, 2021
Shengchao Liu, Hanchen Wang, Weiyang Liu, Joan Lasenby, Hongyu Guo, Jian Tang


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MLReal: Bridging the gap between training on synthetic data and real data applications in machine learning


Sep 11, 2021
Tariq Alkhalifah, Hanchen Wang, Oleg Ovcharenko

* 27 pages, 15 figures 

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A Parameterised Quantum Circuit Approach to Point Set Matching


Feb 12, 2021
Mohammadreza Noormandipour, Hanchen Wang

* 10 pages, 3 figures 

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