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Zijie Jay Wang
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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
95*2020
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
182021
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
122020
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
102020
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
102020
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
92021
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
92020
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
82020
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
72021
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
62021
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
62020
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
52020
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
32022
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
32020
SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models
H Park, ZJ Wang, N Das, AS Paul, P Perumalla, Z Zhou, DH Chau
Proceedings of the AAAI Conference on Artificial Intelligence 35 (18), 16094 …, 2021
22021
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
12022
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
12022
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
12022
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, ...
arXiv preprint arXiv:2206.15465, 2022
2022
Overcoming Language Disparity in Online Content Classification with Multimodal Learning
G Verma, R Mujumdar, ZJ Wang, M De Choudhury, S Kumar
Proceedings of the International AAAI Conference on Web and Social Media 16 …, 2022
2022
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