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Professor Yin, Guosheng 尹国聖

Title:
Professor, Chair of Statistics
Professor
Patrick S C Poon Professor in Statistics and Actuarial Science

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Publications - Conference Papers
TitleAuthor(s)Issue Date
 
Adaptive uncertainty estimation via high-dimensional testing on latent
Proceeding/Conference:NIPS'23: 37th International Conference on Neural Information Processing Systems (10/12/2023-16/12/2023, New Orleans)
3-Jan-2024
 
Interpret ESG Rating’s Impact on the Industrial Chain Using Graph Neural Networks
Proceeding/Conference:International Joint Conference on Artificial Intelligence - IJCAI 2023 (19/08/2023-25/08/2023, Macau)
19-Aug-2023
 
Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning
Proceeding/Conference:2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (17/06/2023-24/06/2023, Vancouver, BC, Canada)
4-Jun-2023
 
SUMSHINE: Scalable Unsupervised Multi-Source Heterogeneous Information Network Embeddings
Proceeding/Conference:IEEE International Conference on Knowledge Graph (30/11/2022-01/12/2022, virtual)
30-Nov-2022
Beyond COVID-19 Diagnosis: Prognosis with hierarchical graph representation learning
Proceeding/Conference:International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
2021
 
Crystallization Learning with the Delaunay Triangulation
Proceeding/Conference:Proceedings of Machine Learning Research (PMLR)
2021
 
Learning distributed sentence vectors with bi-directional 3D convolutions
Proceeding/Conference:The 28th International Conference on Computational Linguistics (COLING 2020)
2020
 
Online COVID-19 diagnosis with chest CT images: Lesion-attention deep neural networks
Proceeding/Conference:26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2020): SIGKDD Health COVID-19 - 3rd Annual Health Day: AI for COVID-19
2020
Chinese Document Classification with Bi-directional Convolutional Language Model
Proceeding/Conference:Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval
2020
Coarse-To-Fine Framework For Music Generation via Generative Adversarial Networks
Proceeding/Conference:Proceedings of the 2020 4th High Performance Computing and Cluster Technologies Conference & 2020 3rd International Conference on Big Data and Artificial Intelligence (HPCCT & BDAI 2020)
2020
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