متابعة
Dan Zhang
Dan Zhang
Megagon Labs
بريد إلكتروني تم التحقق منه على cs.umass.edu
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Principled evaluation of differentially private algorithms using dpbench‏
M Hay, A Machanavajjhala, G Miklau, Y Chen, D Zhang‏
Proceedings of the 2016 International Conference on Management of Data, 139-154, 2016‏
1982016
Sato: Contextual semantic type detection in tables‏
D Zhang, Y Suhara, J Li, M Hulsebos, Ç Demiralp, WC Tan‏
arXiv preprint arXiv:1911.06311, 2019‏
1712019
Annotating columns with pre-trained language models‏
Y Suhara, J Li, Y Li, D Zhang, Ç Demiralp, C Chen, WC Tan‏
Proceedings of the 2022 International Conference on Management of Data, 1493 …, 2022‏
1352022
Ektelo: A framework for defining differentially-private computations‏
D Zhang, R McKenna, I Kotsogiannis, M Hay, A Machanavajjhala, ...‏
Proceedings of the 2018 International Conference on Management of Data, 115-130, 2018‏
842018
Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning‏
G Fan, J Wang, Y Li, D Zhang, R Miller‏
arXiv preprint arXiv:2210.01922, 2022‏
692022
Exploring privacy-accuracy tradeoffs using dpcomp‏
M Hay, A Machanavajjhala, G Miklau, Y Chen, D Zhang, G Bissias‏
Proceedings of the 2016 International Conference on Management of Data, 2101 …, 2016‏
342016
Investigating Visual Analysis of Differentially Private Data‏
D Zhang, A Sarvghad, G Miklau‏
IEEE Transactions on Visualization and Computer Graphics 27 (2), 1786-1796, 2020‏
192020
MEGAnno+: A Human-LLM Collaborative Annotation System‏
H Kim, K Mitra, RL Chen, S Rahman, D Zhang‏
arXiv preprint arXiv:2402.18050, 2024‏
172024
Low-resource interactive active labeling for fine-tuning language models‏
S Maekawa, D Zhang, H Kim, S Rahman, E Hruschka‏
Findings of the Association for Computational Linguistics: EMNLP 2022, 3230-3242, 2022‏
152022
Challenges of Visualizing Differentially Private Data‏
D Zhang, M Hay, G Miklau, B O’Connor‏
Theory and Practice of Differential Privacy 2016, 1-3, 2016‏
152016
Towards Transparent, Reusable, and Customizable Data Science in Computational Notebooks‏
F Choi, S Rahman, H Kim, D Zhang‏
Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing …, 2023‏
52023
MEGAnno: Exploratory Labeling for NLP in Computational Notebooks‏
D Zhang, H Kim, RL Chen, E Kandogan, E Hruschka‏
arXiv preprint arXiv:2301.03095, 2023‏
42023
Towards Multifaceted Human-Centered AI‏
S Rahman, H Kim, D Zhang, E Hruschka, E Kandogan‏
arXiv preprint arXiv:2301.03656, 2023‏
22023
On the Fairness of Quality-based Data Markets‏
D Zhang, H Wang, X Ding, Y Zhang, J Li, H Gao‏
arXiv preprint arXiv:1808.01624, 2018‏
22018
A Blueprint Architecture of Compound AI Systems for Enterprise‏
E Kandogan, S Rahman, N Bhutani, D Zhang, RL Chen, K Mitra, ...‏
arXiv preprint arXiv:2406.00584, 2024‏
12024
Knowledge Acquisition and Integration with Expert-in-the-loop‏
S Rahman, F Choi, H Kim, D Zhang, E Hruschka‏
arXiv preprint arXiv:2402.03291, 2024‏
12024
Weedle: Composable Dashboard for Data-Centric NLP in Computational Notebooks‏
N Kwon, H Kim, S Rahman, D Zhang, E Hruschka‏
Companion Proceedings of the ACM Web Conference 2023, 132-135, 2023‏
12023
εKTELO A Framework for Defining Differentially Private Computations‏
D Zhang, R McKenna, I Kotsogiannis, G Bissias, M Hay, ...‏
ACM Transactions on Database Systems (TODS) 45 (1), 1-44, 2020‏
12020
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مقالات 1–18