Chao Chen 0012 - researchr alias

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 45 from 45

2024

2023

Learning Probabilistic Topological Representations Using Discrete Morse TheoryXiaoling Hu 0002, Dimitris Samaras, Chao Chen 0012. iclr 2023: [doi]

Backdoor Cleansing with Unlabeled DataLu Pang 0006, Tao Sun 0009, Haibin Ling, Chao Chen 0012. cvpr 2023: 12218-12227 [doi]

Topology-Guided Multi-Class Cell Context Generation for Digital PathologyShahira Abousamra, Rajarsi Gupta 0001, Tahsin M. Kurç, Dimitris Samaras, Joel H. Saltz, Chao Chen 0012. cvpr 2023: 3323-3333 [doi]

Unsupervised Stain Decomposition via Inversion Regulation for Multiplex Immunohistochemistry ImagesShahira Abousamra, Danielle Fassler, Jiachen Yao, Rajarsi R. Gupta, Tahsin M. Kurç, Luisa F. Escobar-Hoyos, Dimitris Samaras, Kenneth Shroyer, Joel H. Saltz, Chao Chen 0012. midl 2023: 74-94 [doi]

An integrated LSTM-HeteroRGNN model for interpretable opioid overdose risk predictionXinyu Dong, Rachel Wong, Weimin Lyu, Kayley Abell-Hart, Jianyuan Deng, Janos G. Hajagos, Richard N. Rosenthal, Chao Chen 0012, Fusheng Wang 0001. artmed, 135:102439, January 2023. [doi]

Topology-Aware Uncertainty for Image SegmentationSaumya Gupta, Yikai Zhang, Xiaoling Hu 0002, Prateek Prasanna, Chao Chen 0012. nips 2023: [doi]

MagNET: Modality-Agnostic Network for Brain Tumor Segmentation and Characterization with Missing ModalitiesAishik Konwer, Chao Chen 0012, Prateek Prasanna. mlmi-ws 2024: 361-371 [doi]

Enhancing Modality-Agnostic Representations via Meta-learning for Brain Tumor SegmentationAishik Konwer, Xiaoling Hu 0002, Joseph Bae, Xuan Xu, Chao Chen 0012, Prateek Prasanna. iccv 2023: 21358-21368 [doi]

Confidence Estimation Using Unlabeled DataChen Li, Xiaoling Hu, Chao Chen 0012. iclr 2023: [doi]

Attention-Enhancing Backdoor Attacks Against BERT-based ModelsWeimin Lyu, Songzhu Zheng, Lu Pang 0006, Haibin Ling, Chao Chen 0012. emnlp 2023: 10672-10690 [doi]

Cycle Invariant Positional Encoding for Graph Representation LearningZuoYu Yan, Tengfei Ma 0001, Liangcai Gao, Zhi Tang 0001, Chao Chen 0012, Yusu Wang 0001. log 2023: 4 [doi]

Learning to Segment from Noisy Annotations: A Spatial Correction ApproachJiachen Yao, Yikai Zhang, Songzhu Zheng, Mayank Goswami 0001, Prateek Prasanna, Chao Chen 0012. iclr 2023: [doi]

2022

Representational coding of overt and covert orienting of visuospatial attention in the frontoparietal networkTingting Wu 0002, Melissa-Ann Mackie, Chao Chen 0012, Jin Fan. neuroimage, 261:119499, 2022. [doi]

Trigger Hunting with a Topological Prior for Trojan DetectionXiaoling Hu 0002, Xiao Lin, Michael Cogswell, Yi Yao, Susmit Jha, Chao Chen 0012. iclr 2022: [doi]

GPU Computation of the Euler Characteristic Curve for Imaging DataFan Wang 0010, Hubert Wagner, Chao Chen 0012. compgeom 2022: [doi]

Learning Topological Interactions for Multi-Class Medical Image SegmentationSaumya Gupta, Xiaoling Hu 0002, James Kaan, Michael Jin, Mutshipay Mpoy, Katherine Chung, Gagandeep Singh, Mary M. Saltz, Tahsin M. Kurç, Joel H. Saltz, Apostolos Tassiopoulos, Prateek Prasanna, Chao Chen 0012. eccv 2022: 701-718 [doi]

A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality PredictionWeimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fushen Wang, Chao Chen 0012. amia 2022: [doi]

Cycle Representation Learning for Inductive Relation PredictionZuoYu Yan, Tengfei Ma, Liangcai Gao, Zhi Tang, Chao Chen 0012. icml 2022: 24895-24910 [doi]

Neural Approximation of Graph Topological FeaturesZuoYu Yan, Tengfei Ma 0001, Liangcai Gao, Zhi Tang, Yusu Wang, Chao Chen 0012. nips 2022: [doi]

A Manifold View of Adversarial RiskWenJia Zhang, Yikai Zhang, Xiaoling Hu 0002, Mayank Goswami 0001, Chao Chen 0012, Dimitris N. Metaxas. aistats 2022: 11598-11614 [doi]

Stability of SGD: Tightness analysis and improved boundsYikai Zhang, WenJia Zhang, Sammy Bald, Vamsi Pingali, Chao Chen 0012, Mayank Goswami 0001. uai 2022: 2364-2373 [doi]

2021

A Topological-Attention ConvLSTM Network and Its Application to EM ImagesJiaqi Yang 0007, Xiaoling Hu 0002, Chao Chen 0012, Chialing Tsai. miccai 2021: 217-228 [doi]

Multi-Class Cell Detection Using Spatial Context RepresentationShahira Abousamra, David Belinsky, John S. Van Arnam, Felicia Allard, Eric Yee, Rajarsi Gupta, Tahsin M. Kurç, Dimitris Samaras, Joel H. Saltz, Chao Chen 0012. iccv 2021: 3985-3994 [doi]

Localization in the Crowd with Topological ConstraintsShahira Abousamra, Minh Hoai, Dimitris Samaras, Chao Chen 0012. AAAI 2021: 872-881 [doi]

Predicting COVID-19 Lung Infiltrate Progression on Chest Radiographs Using Spatio-temporal LSTM based Encoder-Decoder NetworkAishik Konwer, Joseph Bae, Gagandeep Singh, Rishabh Gattu, Syed Ali, Jeremy Green, Tej Phatak, Amit Gupta, Chao Chen 0012, Joel H. Saltz, Prateek Prasanna. midl 2021: 384-398 [doi]

Link Prediction with Persistent Homology: An Interactive ViewZuoYu Yan, Tengfei Ma, Liangcai Gao, Zhi Tang, Chao Chen 0012. icml 2021: 11659-11669 [doi]

Learning with Feature-Dependent Label Noise: A Progressive ApproachYikai Zhang, Songzhu Zheng, Pengxiang Wu, Mayank Goswami 0001, Chao Chen 0012. iclr 2021: [doi]

Topological Detection of Trojaned Neural NetworksSongzhu Zheng, Yikai Zhang, Hubert Wagner, Mayank Goswami 0001, Chao Chen 0012. nips 2021: 17258-17272 [doi]

Multi-Feature Based Network Revealing the Structural Abnormalities in Autism Spectrum DisorderWeihao Zheng, Tehila Eilam-Stock, Tingting Wu, Alfredo Spagna, Chao Chen 0012, Bin Hu 0001, Jin Fan. taffco, 12(3):732-742, 2021. [doi]

2020

Weakly-Supervised Deep Stain Decomposition for Multiplex IHC ImagesShahira Abousamra, Danielle Fassler, Le Hou, Yuwei Zhang, Rajarsi Gupta, Tahsin M. Kurç, Luisa F. Escobar-Hoyos, Dimitris Samaras, Beatrice Knudson, Kenneth Shroyer, Joel H. Saltz, Chao Chen 0012. isbi 2020: 481-485 [doi]

Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image DataQi Chang, Hui Qu, Yikai Zhang, Mert Sabuncu, Chao Chen 0012, Tong Zhang, Dimitris N. Metaxas. cvpr 2020: 13853-13863 [doi]

Solving Multiple Inference by Minimizing Expected LossCong Chen, Jiaqi Yang, Chao Chen 0012, Changhe Yuan. pgm 2020: 65-76 [doi]

Automated Assessment of the Curliness of Collagen Fiber in Breast CancerDavid Paredes, Prateek Prasanna, Christina Preece, Rajarsi Gupta, Farzad Fereidouni, Dimitris Samaras, Tahsin M. Kurç, Richard M. Levenson, Patricia Thompson-Carino, Joel H. Saltz, Chao Chen 0012. eccv 2020: 267-279 [doi]

Learn Distributed GAN with Temporary DiscriminatorsHui Qu, Yikai Zhang, Qi Chang, Zhennan Yan, Chao Chen 0012, Dimitris N. Metaxas. eccv 2020: 175-192 [doi]

A Topological Filter for Learning with Label NoisePengxiang Wu, Songzhu Zheng, Mayank Goswami 0001, Dimitris N. Metaxas, Chao Chen 0012. nips 2020: [doi]

Curvature Graph NetworkZe Ye, Kin Sum Liu, Tengfei Ma, Jie Gao 0001, Chao Chen 0012. iclr 2020: [doi]

Local Regularizer Improves GeneralizationYikai Zhang, Hui Qu, Dimitris N. Metaxas, Chao Chen 0012. AAAI 2020: 6861-6868 [doi]

2019

Learning Human Cognition via fMRI Analysis Using 3D CNN and Graph Neural NetworkXiuyan Ni, Tian Gao, Tingting Wu, Jin Fan, Chao Chen 0012. miccai 2019: 93-101 [doi]

Point Cloud Processing via Recurrent Set EncodingPengxiang Wu, Chao Chen 0012, Jingru Yi, Dimitris N. Metaxas. AAAI 2019: 5441-5449 [doi]

Deep Attentive Feature Learning for Histopathology Image ClassificationPengxiang Wu, Hui Qu, Jingru Yi, Qiaoying Huang, Chao Chen 0012, Dimitris N. Metaxas. isbi 2019: 1865-1868 [doi]

Heuristic Search for Homology Localization Problem and Its Application in Cardiac Trabeculae ReconstructionXudong Zhang, Pengxiang Wu, Changhe Yuan, Yusu Wang, Dimitris N. Metaxas, Chao Chen 0012. IJCAI 2019: 1312-1318 [doi]

Taming the Noisy Gradient: Train Deep Neural Networks with Small Batch SizesYikai Zhang, Hui Qu, Chao Chen 0012, Dimitris N. Metaxas. IJCAI 2019: 4348-4354 [doi]

2009

Algorithms and hardness results in computational homologyChao Chen 0012. PhD thesis, Rensselaer Polytechnic Institute, USA, 2009. [doi]

See Also

All Publications

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1

Researchr

Publications by 'Chao Chen 0012'

Viewing Publication 1 - 45 from 45

2024

2023

2022

2021

2020

2019

2009

See Also

All Publications

Filter by YearOR AND NOT 1

Filter by TypeOR AND NOT 1

Filter by Tag

Filter by Venue [+]OR AND NOT 1

Filter by Author [+]OR AND NOT 1

Filter by Top Terms [+]OR AND NOT 1

Researchr

Publications by 'Chao Chen 0012'

Viewing Publication 1 - 45 from 45

2024

2023

2022

2021

2020

2019

2009

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1