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08/10/2023
Homophily-enhanced Structure Learning for Graph Clustering
Graph clustering is a fundamental task in graph analysis, and recent adv...
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12/02/2022
A Geometric-Relational Deep Learning Framework for BIM Object Classification
Interoperability issue is a significant problem in Building Information ...
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10/07/2022
A2: Efficient Automated Attacker for Boosting Adversarial Training
Based on the significant improvement of model robustness by AT (Adversar...
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03/14/2022
XYLayoutLM: Towards Layout-Aware Multimodal Networks For Visually-Rich Document Understanding
Recently, various multimodal networks for Visually-Rich Document Underst...
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08/10/2020
Randomized Projection for Rank-Revealing Matrix Factorizations and Low-Rank Approximations
Rank-revealing matrix decompositions provide an essential tool in spectr...
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09/16/2019
MVDLite: A Light-weight Model View Definition Representation with Fast Validation for Building Information Model
Model View Definition (MVD) is the standard methodology to define the ex...
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09/16/2019
MVDLite: A Light-weight Representation of Model View Definition with Fast Validation for BIM Applications
Model View Definition (MVD) is the standard methodology to define the pa...
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09/13/2019
Fast Low-rank Metric Learning for Large-scale and High-dimensional Data
Low-rank metric learning aims to learn better discrimination of data sub...
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03/06/2018
Low-Rank Matrix Approximations with Flip-Flop Spectrum-Revealing QR Factorization
We present Flip-Flop Spectrum-Revealing QR (Flip-Flop SRQR) factorizatio...
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03/06/2018