| 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, ... Transactions on Machine Learning Research, 2022 | 493* | 2022 |
| 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 | 218* | 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 | 72 | 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 | 57 | 2021 |
| NL-Augmenter: A Framework for Task-sensitive Natural Language Augmentation KD Dhole, V Gangal, S Gehrmann, A Gupta, Z Li, S Mahamood, ... Northern European Journal of Language Technology, 2021 | 47 | 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 | 25 | 2021 |
| 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 | 24 | 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 | 23 | 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 | 22 | 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 | 22 | 2020 |
| 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 | 20* | 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 | 19 | 2020 |
| 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 | 13 | 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 | 12 | 2022 |
| 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 | 10 | 2020 |
| Visual Auditor: Interactive Visualization for Detection and Summarization of Model Biases D Munechika, ZJ Wang, J Reidy, J Rubin, K Gade, K Kenthapadi, ... 2022 IEEE Visualization and Visual Analytics (VIS), 45-49, 2022 | 9 | 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 | 8* | 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 | 8 | 2022 |
| 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 | 8 | 2020 |
| Queer In AI: A Case Study in Community-Led Participatory AI OO Queerinai, A Ovalle, A Subramonian, A Singh, C Voelcker, ... Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023 | 7* | 2023 |
Duen Horng ChauAssociate Professor, Georgia Institute of TechnologyVerified email at gatech.edu
