Zijie Jay Wang

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Duen Horng ChauAssociate Professor, Georgia Institute of TechnologyVerified email at gatech.edu
Haekyu ParkGeorgia Institute of TechnologyVerified email at gatech.edu
Nilaksh DasApplied Scientist, Amazon AWS AIVerified email at amazon.com
Robert TurkoUndergraduate Computer Science Student, Georgia TechVerified email at gatech.edu
Fred HohmanResearch Scientist at AppleVerified email at apple.com
Minsuk KahngResearch Scientist, GoogleVerified email at google.com
Rich CaruanaMicrosoft ReesearchVerified email at microsoft.com
Jennifer Wortman VaughanSenior Principal Researcher, Microsoft Research, New York CityVerified email at microsoft.com
Seongmin LeeGeorgia Institute of TechnologyVerified email at gatech.edu
Austin P. WrightPhD Student, Georgia Institute of TechnologyVerified email at gatech.edu
Scott FreitasSenior Applied Scientist, MicrosoftVerified email at gatech.edu
Mihaela Vorvoreanu, PhDMicrosoft Research | Purdue UniversityVerified email at microsoft.com
Harsha NoriMicrosoft ResearchVerified email at microsoft.com
Anthony GitterAssociate Professor, University of Wisconsin-Madison; Morgridge Institute for ResearchVerified email at biostat.wisc.edu
Melissa C. SkalaProf. of Biomedical Engineering, University of Wisconsin - Madison; Morgridge Institute for ResearchVerified email at wisc.edu
Dongjin ChoiPh.D Student, Georgia Institute of TechnologyVerified email at gatech.edu
Diyi YangStanford UniversityVerified email at stanford.edu
Shenyu XuGraduate Research Assistant in Computer Science, Georgia Institute of TechnologyVerified email at gatech.edu
David MunechikaUndergraduate Student, Georgia Institute of TechnologyVerified email at gatech.edu
Alex J. WalshAssistant Professor, Texas A&M UniversityVerified email at tamu.edu

Zijie Jay Wang

Other namesZijie J. Wang, Zijie Wang, Jay Wang

PhD Student, Georgia Tech

Verified email at gatech.edu - Homepage

Machine Learning Visual Analytics Interpretability Human-AI Interaction


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CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization ZJ Wang, R Turko, O Shaikh, H Park, N Das, F Hohman, M Kahng, ... IEEE Transactions on Visualization and Computer Graphics, 2020	149*	2020
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... arXiv preprint arXiv:2206.04615, 2022	108	2022
Putting Humans in the Natural Language Processing Loop: A Survey ZJ Wang, D Choi, S Xu, D Yang Proceedings of the First Workshop on Bridging Human--Computer Interaction …, 2021	34	2021
NL-Augmenter: A Framework for Task-sensitive Natural Language Augmentation KD Dhole, V Gangal, S Gehrmann, A Gupta, Z Li, S Mahamood, ... arXiv preprint arXiv:2112.02721, 2021	30	2021
CNN 101: Interactive Visual Learning for Convolutional Neural Networks ZJ Wang, R Turko, O Shaikh, H Park, N Das, F Hohman, M Kahng, ... Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing …, 2020	18	2020
Classifying T Cell Activity in Autofluorescence Intensity Images with Convolutional Neural Networks ZJ Wang, AJ Walsh, MC Skala, A Gitter Journal of Biophotonics 13 (3), e201960050, 2020	17	2020
UnMask: Adversarial Detection and Defense Through Robust Feature Alignment S Freitas, ST Chen, ZJ Wang, DH Chau 2020 IEEE International Conference on Big Data (Big Data), 2020	15	2020
Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks N Das, H Park, ZJ Wang, F Hohman, R Firstman, E Rogers, DHP Chau 2020 IEEE Visualization Conference (VIS), 271-275, 2020	14	2020
GAM Changer: Editing Generalized Additive Models with Interactive Visualization ZJ Wang, A Kale, H Nori, P Stella, M Nunnally, DH Chau, M Vorvoreanu, ... arXiv preprint arXiv:2112.03245, 2021	13	2021
Dodrio: Exploring transformer models with interactive visualization ZJ Wang, R Turko, DH Chau Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021	12	2021
A Comparative Analysis of Industry Human-AI Interaction Guidelines AP Wright, ZJ Wang, H Park, G Guo, F Sperrle, M El-Assady, A Endert, ... arXiv preprint arXiv:2010.11761, 2020	11*	2020
Massif: Interactive Interpretation of Adversarial Attacks on Deep Learning N Das, H Park, ZJ Wang, F Hohman, R Firstman, E Rogers, DH Chau Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing …, 2020	9	2020
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models ZJ Wang, E Montoya, D Munechika, H Yang, B Hoover, DH Chau arXiv preprint arXiv:2210.14896, 2022	5	2022
Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values ZJ Wang, A Kale, H Nori, P Stella, ME Nunnally, DH Chau, M Vorvoreanu, ... Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022	5	2022
StickyLand: Breaking the Linear Presentation of Computational Notebooks ZJ Wang, K Dai, WK Edwards CHI Conference on Human Factors in Computing Systems Extended Abstracts, 1-7, 2022	5	2022
PeopleMap: Visualization Tool for Mapping Out Researchers using Natural Language Processing J Saad-Falcon, O Shaikh, ZJ Wang, AP Wright, S Richardson, DH Chau arXiv preprint arXiv:2006.06105, 2020	5	2020
Argo Lite: Open-Source Interactive Graph Exploration and Visualization in Browsers S Li, Z Zhou, A Upadhayay, O Shaikh, S Freitas, H Park, ZJ Wang, ... Proceedings of the 29th ACM International Conference on Information …, 2020	4	2020
MisVis: Explaining Web Misinformation Connections via Visual Summary S Lee, S Afroz, H Park, ZJ Wang, O Shaikh, V Sehgal, A Peshin, DH Chau CHI Conference on Human Factors in Computing Systems Extended Abstracts, 1-6, 2022	3	2022
VisCUIT: Visual Auditor for Bias in CNN Image Classifier S Lee, ZJ Wang, J Hoffman, DHP Chau Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022	3	2022
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization ZJ Wang, C Zhong, R Xin, T Takagi, Z Chen, DH Chau, C Rudin, ... 2022 IEEE Visualization and Visual Analytics (VIS), 60-64, 2022	2	2022

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