dblp: Yuzhou Chen
https://dblp.org/pid/221/3320.html
dblp person page RSS feedTue, 26 Nov 2024 20:41:21 +0100en-USdaily1released under the CC0 1.0 licensedblp@dagstuhl.de (dblp team)dblp@dagstuhl.de (dblp team)Computers/Computer_Science/Publications/Bibliographieshttp://www.rssboard.org/rss-specificationhttps://dblp.org/img/logo.144x51.pngdblp: Yuzhou Chenhttps://dblp.org/pid/221/3320.html14451A Broad-Spectrum and High-Throughput Compression Engine for Neural Network Processors.https://doi.org/10.1109/TCSII.2024.3364708Yuzhou Chen, Jinming Zhang, Dongxu Lyu, Zhenyu Li, Guanghui He: A Broad-Spectrum and High-Throughput Compression Engine for Neural Network Processors.IEEE Trans. Circuits Syst. II Express Briefs71(7): 3528-3532 (2024)]]>https://dblp.org/rec/journals/tcasII/ChenZLLH24Mon, 01 Jul 2024 01:00:00 +0200Mutual Information Guided Diffusion for Zero-Shot Cross-Modality Medical Image Translation.https://doi.org/10.1109/TMI.2024.3382043Zihao Wang, Yingyu Yang, Yuzhou Chen, Tingting Yuan, Maxime Sermesant, Hervé Delingette, Ona Wu: Mutual Information Guided Diffusion for Zero-Shot Cross-Modality Medical Image Translation.IEEE Trans. Medical Imaging43(8): 2825-2838 (2024)]]>https://dblp.org/rec/journals/tmi/WangYCYSDW24Thu, 01 Aug 2024 01:00:00 +0200TopoGCL: Topological Graph Contrastive Learning.https://doi.org/10.1609/aaai.v38i10.29026Yuzhou Chen, José Frías, Yulia R. Gel: TopoGCL: Topological Graph Contrastive Learning.AAAI2024: 11453-11461]]>https://dblp.org/rec/conf/aaai/ChenFG24Mon, 01 Jan 2024 00:00:00 +0100SNN-PDE: Learning Dynamic PDEs from Data with Simplicial Neural Networks.https://doi.org/10.1609/aaai.v38i10.29038Jae Choi, Yuzhou Chen, Huikyo Lee, Hyun Kim, Yulia R. Gel: SNN-PDE: Learning Dynamic PDEs from Data with Simplicial Neural Networks.AAAI2024: 11561-11569]]>https://dblp.org/rec/conf/aaai/ChoiCLKG24Mon, 01 Jan 2024 00:00:00 +0100Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence.https://doi.org/10.1609/aaai.v38i10.29051Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel: Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence.AAAI2024: 11678-11686]]>https://dblp.org/rec/conf/aaai/CoskunuzerSCG24Mon, 01 Jan 2024 00:00:00 +0100Multi-view k-Nearest Neighbor Graph Contrastive Learning on Multi-modal Biomedical Data.https://doi.org/10.1007/978-3-031-66535-6_26Yilin Zhang, Shuo Chen, Rozalina G. Mccoy, Chixiang Chen, Yuzhou Chen: Multi-view k-Nearest Neighbor Graph Contrastive Learning on Multi-modal Biomedical Data.AIME (2)2024: 238-248]]>https://dblp.org/rec/conf/aime/ZhangCMCC24Mon, 01 Jan 2024 00:00:00 +0100Tensor-view Topological Graph Neural Network.https://proceedings.mlr.press/v238/wen24a.htmlTao Wen, Elynn Chen, Yuzhou Chen: Tensor-view Topological Graph Neural Network.AISTATS2024: 4330-4338]]>https://dblp.org/rec/conf/aistats/WenCC24Mon, 01 Jan 2024 00:00:00 +0100DEFA: Efficient Deformable Attention Acceleration via Pruning-Assisted Grid-Sampling and Multi-Scale Parallel Processing.https://doi.org/10.1145/3649329.3657328Yansong Xu, Dongxu Lyu, Zhenyu Li, Yuzhou Chen, Zilong Wang, Gang Wang, Zhican Wang, Haomin Li, Guanghui He: DEFA: Efficient Deformable Attention Acceleration via Pruning-Assisted Grid-Sampling and Multi-Scale Parallel Processing.DAC2024: 24:1-24:6]]>https://dblp.org/rec/conf/dac/XuLLCWWWLH24Mon, 01 Jan 2024 00:00:00 +0100A High-Throughput Lossless Image Compression Engine Optimized for Compression Ratio.https://doi.org/10.1109/ISCAS58744.2024.10558499Siqi Cai, Yuzhou Chen, Wenhui Zhang, Zeyuan Jin, Gang Wang, Hao Chen, Guanghui He: A High-Throughput Lossless Image Compression Engine Optimized for Compression Ratio.ISCAS2024: 1-5]]>https://dblp.org/rec/conf/iscas/CaiCZJWCH24Mon, 01 Jan 2024 00:00:00 +0100Fragile Earth: Generative and Foundational Models for Sustainable Development.https://doi.org/10.1145/3637528.3671493Emre Eftelioglu, Bistra Dilkina, Naoki Abe, Ramakrishnan Kannan, Yuzhou Chen, Yulia R. Gel, Kathleen Buckingham, Auroop R. Ganguly, James Hodson, Jiafu Mao: Fragile Earth: Generative and Foundational Models for Sustainable Development.KDD2024: 6710-6711]]>https://dblp.org/rec/conf/kdd/EfteliogluDAKCG24Mon, 01 Jan 2024 00:00:00 +0100Revisiting Link Prediction with the Dowker Complex.https://doi.org/10.1007/978-981-97-2253-2_33Jae Won Choi, Yuzhou Chen, José Frías, Joel Castillo, Yulia R. Gel: Revisiting Link Prediction with the Dowker Complex.PAKDD (2)2024: 418-430]]>https://dblp.org/rec/conf/pakdd/ChoiCFCG24Mon, 01 Jan 2024 00:00:00 +0100Tensor-view Topological Graph Neural Network.https://doi.org/10.48550/arXiv.2401.12007Tao Wen, Elynn Chen, Yuzhou Chen: Tensor-view Topological Graph Neural Network.CoRRabs/2401.12007 (2024)]]>https://dblp.org/rec/journals/corr/abs-2401-12007Mon, 01 Jan 2024 00:00:00 +0100Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence.https://doi.org/10.48550/arXiv.2401.13157Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel: Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence.CoRRabs/2401.13157 (2024)]]>https://dblp.org/rec/journals/corr/abs-2401-13157Mon, 01 Jan 2024 00:00:00 +0100EMP: Effective Multidimensional Persistence for Graph Representation Learning.https://doi.org/10.48550/arXiv.2401.13713Ignacio Segovia-Dominguez, Yuzhou Chen, Cuneyt Gurcan Akcora, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer: EMP: Effective Multidimensional Persistence for Graph Representation Learning.CoRRabs/2401.13713 (2024)]]>https://dblp.org/rec/journals/corr/abs-2401-13713Mon, 01 Jan 2024 00:00:00 +0100DEFA: Efficient Deformable Attention Acceleration via Pruning-Assisted Grid-Sampling and Multi-Scale Parallel Processing.https://doi.org/10.48550/arXiv.2403.10913Yansong Xu, Dongxu Lyu, Zhenyu Li, Zilong Wang, Yuzhou Chen, Gang Wang, Zhican Wang, Haomin Li, Guanghui He: DEFA: Efficient Deformable Attention Acceleration via Pruning-Assisted Grid-Sampling and Multi-Scale Parallel Processing.CoRRabs/2403.10913 (2024)]]>https://dblp.org/rec/journals/corr/abs-2403-10913Mon, 01 Jan 2024 00:00:00 +0100Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation.https://doi.org/10.48550/arXiv.2404.01102Zihao Wang, Yingyu Yang, Yuzhou Chen, Tingting Yuan, Maxime Sermesant, Herve Delingette, Ona Wu: Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation.CoRRabs/2404.01102 (2024)]]>https://dblp.org/rec/journals/corr/abs-2404-01102Mon, 01 Jan 2024 00:00:00 +0100TopoGCL: Topological Graph Contrastive Learning.https://doi.org/10.48550/arXiv.2406.17251Yuzhou Chen, José Frías, Yulia R. Gel: TopoGCL: Topological Graph Contrastive Learning.CoRRabs/2406.17251 (2024)]]>https://dblp.org/rec/journals/corr/abs-2406-17251Mon, 01 Jan 2024 00:00:00 +0100When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning.https://doi.org/10.48550/arXiv.2409.14161Naheed Anjum Arafat, Debabrota Basu, Yulia R. Gel, Yuzhou Chen: When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning.CoRRabs/2409.14161 (2024)]]>https://dblp.org/rec/journals/corr/abs-2409-14161Mon, 01 Jan 2024 00:00:00 +0100HumanFT: A Human-like Fingertip Multimodal Visuo-Tactile Sensor.https://doi.org/10.48550/arXiv.2410.10353Yifan Wu, Yuzhou Chen, Zhengying Zhu, Xuhao Qin, Chenxi Xiao: HumanFT: A Human-like Fingertip Multimodal Visuo-Tactile Sensor.CoRRabs/2410.10353 (2024)]]>https://dblp.org/rec/journals/corr/abs-2410-10353Mon, 01 Jan 2024 00:00:00 +0100Conditional Prediction ROC Bands for Graph Classification.https://doi.org/10.48550/arXiv.2410.15239Yujia Wu, Bo Yang, Elynn Chen, Yuzhou Chen, Zheshi Zheng: Conditional Prediction ROC Bands for Graph Classification.CoRRabs/2410.15239 (2024)]]>https://dblp.org/rec/journals/corr/abs-2410-15239Mon, 01 Jan 2024 00:00:00 +0100Conditional Uncertainty Quantification for Tensorized Topological Neural Networks.https://doi.org/10.48550/arXiv.2410.15241Yujia Wu, Bo Yang, Yang Zhao, Elynn Chen, Yuzhou Chen, Zheshi Zheng: Conditional Uncertainty Quantification for Tensorized Topological Neural Networks.CoRRabs/2410.15241 (2024)]]>https://dblp.org/rec/journals/corr/abs-2410-15241Mon, 01 Jan 2024 00:00:00 +0100Tensor-Fused Multi-View Graph Contrastive Learning.https://doi.org/10.48550/arXiv.2410.15247Yujia Wu, Junyi Mo, Elynn Chen, Yuzhou Chen: Tensor-Fused Multi-View Graph Contrastive Learning.CoRRabs/2410.15247 (2024)]]>https://dblp.org/rec/journals/corr/abs-2410-15247Mon, 01 Jan 2024 00:00:00 +0100Exploring the spatiotemporal relationships between search flows and travel flows.https://doi.org/10.1111/tgis.13085Yuzhou Chen, Zhaoya Gong, Qiwei Ma, Ran Tao: Exploring the spatiotemporal relationships between search flows and travel flows.Trans. GIS27(5): 1338-1356 (2023)]]>https://dblp.org/rec/journals/tgis/ChenGMT23Tue, 01 Aug 2023 01:00:00 +0200A space-time flow LISA approach for panel flow data.https://doi.org/10.1016/j.compenvurbsys.2023.102042Ran Tao, Yuzhou Chen, Jean-Claude Thill: A space-time flow LISA approach for panel flow data.Comput. Environ. Urban Syst.106: 102042 (2023)]]>https://dblp.org/rec/journals/urban/TaoCT23Fri, 01 Dec 2023 00:00:00 +0100Topological Pooling on Graphs.https://doi.org/10.1609/aaai.v37i6.25866Yuzhou Chen, Yulia R. Gel: Topological Pooling on Graphs.AAAI2023: 7096-7103]]>https://dblp.org/rec/conf/aaai/ChenG23Sun, 01 Jan 2023 00:00:00 +0100Graph of Graphs: A New Knowledge Representation Mechanism for Graph Learning (Student Abstract).https://doi.org/10.1609/aaai.v37i13.27053Zhiwei Zhen, Yuzhou Chen, Murat Kantarcioglu, Yulia R. Gel: Graph of Graphs: A New Knowledge Representation Mechanism for Graph Learning (Student Abstract).AAAI2023: 16386-16387]]>https://dblp.org/rec/conf/aaai/ZhenCKG23Sun, 01 Jan 2023 00:00:00 +0100FLNA: An Energy-Efficient Point Cloud Feature Learning Accelerator with Dataflow Decoupling.https://doi.org/10.1109/DAC56929.2023.10247674Dongxu Lyu, Zhenyu Li, Yuzhou Chen, Ningyi Xu, Guanghui He: FLNA: An Energy-Efficient Point Cloud Feature Learning Accelerator with Dataflow Decoupling.DAC2023: 1-6]]>https://dblp.org/rec/conf/dac/LyuLCXH23Sun, 01 Jan 2023 00:00:00 +0100Higher-Order Spatio-Temporal Neural Networks for Covid-19 Forecasting.https://doi.org/10.1109/ICASSP49357.2023.10095012Yuzhou Chen, Sotiris Batsakis, H. Vincent Poor: Higher-Order Spatio-Temporal Neural Networks for Covid-19 Forecasting.ICASSP2023: 1-5]]>https://dblp.org/rec/conf/icassp/ChenBP23Sun, 01 Jan 2023 00:00:00 +0100SpOctA: A 3D Sparse Convolution Accelerator with Octree-Encoding-Based Map Search and Inherent Sparsity-Aware Processing.https://doi.org/10.1109/ICCAD57390.2023.10323728Dongxu Lyu, Zhenyu Li, Yuzhou Chen, Jinming Zhang, Ningyi Xu, Guanghui He: SpOctA: A 3D Sparse Convolution Accelerator with Octree-Encoding-Based Map Search and Inherent Sparsity-Aware Processing.ICCAD2023: 1-9]]>https://dblp.org/rec/conf/iccad/LyuLCZXH23Sun, 01 Jan 2023 00:00:00 +0100Efficient Planning of Multi-Robot Collective Transport using Graph Reinforcement Learning with Higher Order Topological Abstraction.https://doi.org/10.1109/ICRA48891.2023.10161517Steve Paul, Wenyuan Li, Brian Smyth, Yuzhou Chen, Yulia R. Gel, Souma Chowdhury: Efficient Planning of Multi-Robot Collective Transport using Graph Reinforcement Learning with Higher Order Topological Abstraction.ICRA2023: 5779-5785]]>https://dblp.org/rec/conf/icra/PaulLSCGC23Sun, 01 Jan 2023 00:00:00 +0100O3NMS: An Out-Of-Order-Based Low-Latency Accelerator for Non-Maximum Suppression.https://doi.org/10.1109/ISCAS46773.2023.10181731Yuzhou Chen, Jinming Zhang, Dongxu Lv, Xi Yu, Guanghui He: O3NMS: An Out-Of-Order-Based Low-Latency Accelerator for Non-Maximum Suppression.ISCAS2023: 1-5]]>https://dblp.org/rec/conf/iscas/ChenZLYH23Sun, 01 Jan 2023 00:00:00 +0100Fragile Earth: AI for Climate Sustainability - From Wildfire Disaster Management to Public Health and Beyond.https://doi.org/10.1145/3580305.3599217Naoki Abe, Kathleen Buckingham, Yuzhou Chen, Bistra Dilkina, Emre Eftelioglu, Auroop R. Ganguly, Yulia R. Gel, James Hodson, Ramakrishnan Kannan, Huikyo Lee, Jiafu Mao, Rose Yu: Fragile Earth: AI for Climate Sustainability - From Wildfire Disaster Management to Public Health and Beyond.KDD2023: 5845-5846]]>https://dblp.org/rec/conf/kdd/AbeBCDEGGHKLMY23Sun, 01 Jan 2023 00:00:00 +0100EMP: Effective Multidimensional Persistence for Graph Representation Learning.https://proceedings.mlr.press/v231/chen24a.htmlYuzhou Chen, Ignacio Segovia-Dominguez, Cuneyt Gurcan Akcora, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer: EMP: Effective Multidimensional Persistence for Graph Representation Learning.LoG2023: 24]]>https://dblp.org/rec/conf/log/ChenSAZKGC23Sun, 01 Jan 2023 00:00:00 +0100United We Stand, Divided We Fall: Networks to Graph (N2G) Abstraction for Robust Graph Classification Under Graph Label Corruption.https://proceedings.mlr.press/v231/zhen24a.htmlZhiwei Zhen, Yuzhou Chen, Murat Kantarcioglu, Kangkook Jee, Yulia R. Gel: United We Stand, Divided We Fall: Networks to Graph (N2G) Abstraction for Robust Graph Classification Under Graph Label Corruption.LoG2023: 30]]>https://dblp.org/rec/conf/log/ZhenCKJG23Sun, 01 Jan 2023 00:00:00 +0100Topological Graph Convolutional Networks Solutions for Power Distribution Grid Planning.https://doi.org/10.1007/978-3-031-33374-3_10Yuzhou Chen, Miguel Heleno, Alexandre Moreira, Yulia R. Gel: Topological Graph Convolutional Networks Solutions for Power Distribution Grid Planning.PAKDD (1)2023: 123-134]]>https://dblp.org/rec/conf/pakdd/ChenHMG23Sun, 01 Jan 2023 00:00:00 +0100H2-Nets: Hyper-hodge Convolutional Neural Networks for Time-Series Forecasting.https://doi.org/10.1007/978-3-031-43424-2_17Yuzhou Chen, Tian Jiang, Yulia R. Gel: H2-Nets: Hyper-hodge Convolutional Neural Networks for Time-Series Forecasting.ECML/PKDD (5)2023: 271-289]]>https://dblp.org/rec/conf/pkdd/ChenJG23Sun, 01 Jan 2023 00:00:00 +0100Efficient Planning of Multi-Robot Collective Transport using Graph Reinforcement Learning with Higher Order Topological Abstraction.https://doi.org/10.48550/arXiv.2303.08933Steve Paul, Wenyuan Li, Brian Smyth, Yuzhou Chen, Yulia R. Gel, Souma Chowdhury: Efficient Planning of Multi-Robot Collective Transport using Graph Reinforcement Learning with Higher Order Topological Abstraction.CoRRabs/2303.08933 (2023)]]>https://dblp.org/rec/journals/corr/abs-2303-08933Sun, 01 Jan 2023 00:00:00 +0100Seven open problems in applied combinatorics.https://doi.org/10.48550/arXiv.2303.11464Sinan G. Aksoy, Ryan S. Bennink, Yuzhou Chen, José Frías, Yulia R. Gel, Bill Kay, Uwe Naumann, Carlos Ortiz Marrero, Anthony V. Petyuk, Sandip Roy, Ignacio Segovia-Dominguez, Nate Veldt, Stephen J. Young: Seven open problems in applied combinatorics.CoRRabs/2303.11464 (2023)]]>https://dblp.org/rec/journals/corr/abs-2303-11464Sun, 01 Jan 2023 00:00:00 +0100Topological Pooling on Graphs.https://doi.org/10.48550/arXiv.2303.14543Yuzhou Chen, Yulia R. Gel: Topological Pooling on Graphs.CoRRabs/2303.14543 (2023)]]>https://dblp.org/rec/journals/corr/abs-2303-14543Sun, 01 Jan 2023 00:00:00 +0100SpOctA: A 3D Sparse Convolution Accelerator with Octree-Encoding-Based Map Search and Inherent Sparsity-Aware Processing.https://doi.org/10.48550/arXiv.2308.09249Dongxu Lyu, Zhenyu Li, Yuzhou Chen, Jinming Zhang, Ningyi Xu, Guanghui He: SpOctA: A 3D Sparse Convolution Accelerator with Octree-Encoding-Based Map Search and Inherent Sparsity-Aware Processing.CoRRabs/2308.09249 (2023)]]>https://dblp.org/rec/journals/corr/abs-2308-09249Sun, 01 Jan 2023 00:00:00 +0100A new urban change detection method based on the local G and local spatial heteroscedasticity statistics.https://doi.org/10.1111/tgis.13004Yuzhou Chen, Ran Tao: A new urban change detection method based on the local G and local spatial heteroscedasticity statistics.Trans. GIS26(8): 3315-3329 (2022)]]>https://dblp.org/rec/journals/tgis/ChenT22Sat, 01 Jan 2022 00:00:00 +0100BScNets: Block Simplicial Complex Neural Networks.https://doi.org/10.1609/aaai.v36i6.20583Yuzhou Chen, Yulia R. Gel, H. Vincent Poor: BScNets: Block Simplicial Complex Neural Networks.AAAI2022: 6333-6341]]>https://dblp.org/rec/conf/aaai/ChenGP22Sat, 01 Jan 2022 00:00:00 +0100TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning.https://doi.org/10.1609/aaai.v36i11.21514Yuzhou Chen, Yuliya Marchetti, Elena Sizikova, Yulia R. Gel: TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning.AAAI2022: 12468-12474]]>https://dblp.org/rec/conf/aaai/ChenMSG22Sat, 01 Jan 2022 00:00:00 +0100Learning on Health Fairness and Environmental Justice via Interactive Visualization.https://doi.org/10.1109/BigData55660.2022.10020453Abdullah al-Raihan Nayeem, Ignacio Segovia-Dominguez, Huikyo Lee, Dongyun Han, Yuzhou Chen, Zhiwei Zhen, Yulia R. Gel, Isaac Cho: Learning on Health Fairness and Environmental Justice via Interactive Visualization.IEEE Big Data2022: 784-791]]>https://dblp.org/rec/conf/bigdataconf/NayeemSLHCZGC22Sat, 01 Jan 2022 00:00:00 +0100Evaluating Distribution System Reliability with Hyperstructures Graph Convolutional Nets.https://doi.org/10.1109/BigData55660.2022.10020715Yuzhou Chen, Tian Jiang, Miguel Heleno, Alexandre Moreira, Yulia R. Gel: Evaluating Distribution System Reliability with Hyperstructures Graph Convolutional Nets.IEEE Big Data2022: 1793-1800]]>https://dblp.org/rec/conf/bigdataconf/ChenJHMG22Sat, 01 Jan 2022 00:00:00 +0100TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting.https://openreview.net/forum?id=wv6g8fWLX2qYuzhou Chen, Ignacio Segovia-Dominguez, Baris Coskunuzer, Yulia R. Gel: TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting.ICLR2022]]>https://dblp.org/rec/conf/iclr/ChenSCG22Sat, 01 Jan 2022 00:00:00 +0100Time-Conditioned Dances with Simplicial Complexes: Zigzag Filtration Curve based Supra-Hodge Convolution Networks for Time-series Forecasting.http://papers.nips.cc/paper_files/paper/2022/hash/3a899fa79bc4110bca1eaa6649e9a8fa-Abstract-Conference.htmlYuzhou Chen, Yulia R. Gel, H. Vincent Poor: Time-Conditioned Dances with Simplicial Complexes: Zigzag Filtration Curve based Supra-Hodge Convolution Networks for Time-series Forecasting.NeurIPS2022]]>https://dblp.org/rec/conf/nips/ChenGP22Sat, 01 Jan 2022 00:00:00 +0100ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery.http://papers.nips.cc/paper_files/paper/2022/hash/b31f6d65f2584b3c4347148db36fe07f-Abstract-Conference.htmlAndac Demir, Baris Coskunuzer, Yulia R. Gel, Ignacio Segovia-Dominguez, Yuzhou Chen, Bulent Kiziltan: ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery.NeurIPS2022]]>https://dblp.org/rec/conf/nips/DemirCGSCK22Sat, 01 Jan 2022 00:00:00 +0100Tlife-GDN: Detecting and Forecasting Spatio-Temporal Anomalies via Persistent Homology and Geometric Deep Learning.https://doi.org/10.1007/978-3-031-05936-0_40Zhiwei Zhen, Yuzhou Chen, Ignacio Segovia-Dominguez, Yulia R. Gel: Tlife-GDN: Detecting and Forecasting Spatio-Temporal Anomalies via Persistent Homology and Geometric Deep Learning.PAKDD (2)2022: 511-525]]>https://dblp.org/rec/conf/pakdd/ZhenCSG22Sat, 01 Jan 2022 00:00:00 +0100TopoAttn-Nets: Topological Attention in Graph Representation Learning.https://doi.org/10.1007/978-3-031-26390-3_19Yuzhou Chen, Elena Sizikova, Yulia R. Gel: TopoAttn-Nets: Topological Attention in Graph Representation Learning.ECML/PKDD (2)2022: 309-325]]>https://dblp.org/rec/conf/pkdd/ChenSG22Sat, 01 Jan 2022 00:00:00 +0100ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery.https://doi.org/10.48550/arXiv.2211.03808Andac Demir, Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel, Bulent Kiziltan: ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery.CoRRabs/2211.03808 (2022)]]>https://dblp.org/rec/journals/corr/abs-2211-03808Sat, 01 Jan 2022 00:00:00 +0100Evaluating Distribution System Reliability with Hyperstructures Graph Convolutional Nets.https://doi.org/10.48550/arXiv.2211.07645Yuzhou Chen, Tian Jiang, Miguel Heleno, Alexandre Moreira, Yulia R. Gel: Evaluating Distribution System Reliability with Hyperstructures Graph Convolutional Nets.CoRRabs/2211.07645 (2022)]]>https://dblp.org/rec/journals/corr/abs-2211-07645Sat, 01 Jan 2022 00:00:00 +0100Learning on Health Fairness and Environmental Justice via Interactive Visualization.https://doi.org/10.48550/arXiv.2211.09967Abdullah al-Raihan Nayeem, Ignacio Segovia-Dominguez, Huikyo Lee, Dongyun Han, Yuzhou Chen, Zhiwei Zhen, Yulia R. Gel, Isaac Cho: Learning on Health Fairness and Environmental Justice via Interactive Visualization.CoRRabs/2211.09967 (2022)]]>https://dblp.org/rec/journals/corr/abs-2211-09967Sat, 01 Jan 2022 00:00:00 +0100Topological Machine Learning Methods for Power System Responses to Contingencies.https://doi.org/10.1609/aaai.v35i17.17791Brian Bush, Yuzhou Chen, Dorcas Ofori-Boateng, Yulia R. Gel: Topological Machine Learning Methods for Power System Responses to Contingencies.AAAI2021: 15262-15269]]>https://dblp.org/rec/conf/aaai/BushCOG21Fri, 01 Jan 2021 00:00:00 +0100Deepening the Sense of Touch in Planetary Exploration with Geometric and Topological Deep Learning.https://doi.org/10.1609/aaai.v35i17.17793Yuzhou Chen, Yuliya Marchetti, Yulia R. Gel: Deepening the Sense of Touch in Planetary Exploration with Geometric and Topological Deep Learning.AAAI2021: 15278-15285]]>https://dblp.org/rec/conf/aaai/ChenMG21Fri, 01 Jan 2021 00:00:00 +0100Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting.http://proceedings.mlr.press/v139/chen21o.htmlYuzhou Chen, Ignacio Segovia-Dominguez, Yulia R. Gel: Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting.ICML2021: 1684-1694]]>https://dblp.org/rec/conf/icml/ChenSG21Fri, 01 Jan 2021 00:00:00 +0100Does Air Quality Really Impact COVID-19 Clinical Severity: Coupling NASA Satellite Datasets with Geometric Deep Learning.https://doi.org/10.1145/3447548.3467207Ignacio Segovia-Dominguez, Huikyo Lee, Yuzhou Chen, Michael J. Garay, Krzysztof M. Gorski, Yulia R. Gel: Does Air Quality Really Impact COVID-19 Clinical Severity: Coupling NASA Satellite Datasets with Geometric Deep Learning.KDD2021: 3540-3548]]>https://dblp.org/rec/conf/kdd/Segovia-Dominguez21Fri, 01 Jan 2021 00:00:00 +0100Topological Relational Learning on Graphs.https://proceedings.neurips.cc/paper/2021/hash/e334fd9dac68f13fa1a57796148cf812-Abstract.htmlYuzhou Chen, Baris Coskunuzer, Yulia R. Gel: Topological Relational Learning on Graphs.NeurIPS2021: 27029-27042]]>https://dblp.org/rec/conf/nips/ChenCG21Fri, 01 Jan 2021 00:00:00 +0100Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting.https://arxiv.org/abs/2105.04100Yuzhou Chen, Ignacio Segovia-Dominguez, Yulia R. Gel: Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting.CoRRabs/2105.04100 (2021)]]>https://dblp.org/rec/journals/corr/abs-2105-04100Fri, 01 Jan 2021 00:00:00 +0100Using NASA Satellite Data Sources and Geometric Deep Learning to Uncover Hidden Patterns in COVID-19 Clinical Severity.https://arxiv.org/abs/2110.10849Ignacio Segovia-Dominguez, Huikyo Lee, Zhiwei Zhen, Yuzhou Chen, Michael J. Garay, Daniel J. Crichton, Rishabh Wagh, Yulia R. Gel: Using NASA Satellite Data Sources and Geometric Deep Learning to Uncover Hidden Patterns in COVID-19 Clinical Severity.CoRRabs/2110.10849 (2021)]]>https://dblp.org/rec/journals/corr/abs-2110-10849Fri, 01 Jan 2021 00:00:00 +0100Topological Relational Learning on Graphs.https://arxiv.org/abs/2110.15529Yuzhou Chen, Baris Coskunuzer, Yulia R. Gel: Topological Relational Learning on Graphs.CoRRabs/2110.15529 (2021)]]>https://dblp.org/rec/journals/corr/abs-2110-15529Fri, 01 Jan 2021 00:00:00 +0100BScNets: Block Simplicial Complex Neural Networks.https://arxiv.org/abs/2112.06826Yuzhou Chen, Yulia R. Gel, H. Vincent Poor: BScNets: Block Simplicial Complex Neural Networks.CoRRabs/2112.06826 (2021)]]>https://dblp.org/rec/journals/corr/abs-2112-06826Fri, 01 Jan 2021 00:00:00 +0100Examining spatial accessibility to COVID-19 testing sites in Florida.https://doi.org/10.1080/19475683.2020.1833365Ran Tao, Joni Downs, Theresa M. Beckie, Yuzhou Chen, Warren McNelley: Examining spatial accessibility to COVID-19 testing sites in Florida.Ann. GIS26(4): 319-327 (2020)]]>https://dblp.org/rec/journals/agis/TaoDBCM20Wed, 01 Jan 2020 00:00:00 +0100LFGCN: Levitating over Graphs with Levy Flights.https://doi.org/10.1109/ICDM50108.2020.00109Yuzhou Chen, Yulia R. Gel, Konstantin Avrachenkov: LFGCN: Levitating over Graphs with Levy Flights.ICDM2020: 960-965]]>https://dblp.org/rec/conf/icdm/ChenGA20Wed, 01 Jan 2020 00:00:00 +0100LFGCN: Levitating over Graphs with Levy Flights.https://arxiv.org/abs/2009.02365Yuzhou Chen, Yulia R. Gel, Konstantin Avrachenkov: LFGCN: Levitating over Graphs with Levy Flights.CoRRabs/2009.02365 (2020)]]>https://dblp.org/rec/journals/corr/abs-2009-02365Wed, 01 Jan 2020 00:00:00 +0100Deep Learning Ethereum Token Price Prediction with Network Motif Analysis.https://doi.org/10.1109/ICDMW.2019.00043Yuzhou Chen, Hon Keung Tony Ng: Deep Learning Ethereum Token Price Prediction with Network Motif Analysis.ICDM Workshops2019: 232-237]]>https://dblp.org/rec/conf/icdm/ChenN19Tue, 01 Jan 2019 00:00:00 +0100Snowboot: Bootstrap Methods for Network Inference.http://arxiv.org/abs/1902.09029Yuzhou Chen, Yulia R. Gel, Vyacheslav Lyubchich, Kusha Nezafati: Snowboot: Bootstrap Methods for Network Inference.CoRRabs/1902.09029 (2019)]]>https://dblp.org/rec/journals/corr/abs-1902-09029Tue, 01 Jan 2019 00:00:00 +0100Snowboot: Bootstrap Methods for Network Inference.https://doi.org/10.32614/rj-2018-056Yuzhou Chen, Yulia R. Gel, Vyacheslav Lyubchich, Kusha Nezafati: Snowboot: Bootstrap Methods for Network Inference.R J.10(2): 95 (2018)]]>https://dblp.org/rec/journals/rjour/ChenGLN18Mon, 01 Jan 2018 00:00:00 +0100Deep Ensemble Classifiers and Peer Effects Analysis for Churn Forecasting in Retail Banking.https://doi.org/10.1007/978-3-319-93034-3_30Yuzhou Chen, Yulia R. Gel, Vyacheslav Lyubchich, Todd Winship: Deep Ensemble Classifiers and Peer Effects Analysis for Churn Forecasting in Retail Banking.PAKDD (1)2018: 373-385]]>https://dblp.org/rec/conf/pakdd/ChenGLW18Mon, 01 Jan 2018 00:00:00 +0100