Research output per year
Research output per year
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Dive into the research topics where Yingzhen Yang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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IDNet: A Novel Identity Document Dataset via Few-Shot and Quality-Driven Synthetic Data Generation
Xie, L., Wang, Y., Guan, H., Nag, S., Goel, R., Swamy, N., Yang, Y., Xiao, C., Prisby, J., MacIejewski, R. & Zou, J., 2024, Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024. Ding, W., Lu, C.-T., Wang, F., Di, L., Wu, K., Huan, J., Nambiar, R., Li, J., Ilievski, F., Baeza-Yates, R. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2244-2253 10 p. (Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Neural Architecture Search Finds Robust Models by Knowledge Distillation
Nath, U., Wang, Y. & Yang, Y., 2024, In: Proceedings of Machine Learning Research. 244, p. 2700-2715 16 p.Research output: Contribution to journal › Conference article › peer-review
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RecMind: Large Language Model Powered Agent For Recommendation
Wang, Y., Jiang, Z., Chen, Z., Yang, F., Zhou, Y., Cho, E., Fan, X., Huang, X., Lu, Y. & Yang, Y., 2024, Findings of the Association for Computational Linguistics: NAACL 2024 - Findings. Duh, K., Gomez, H. & Bethard, S. (eds.). Association for Computational Linguistics (ACL), p. 4351-4364 14 p. (Findings of the Association for Computational Linguistics: NAACL 2024 - Findings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations -
RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge Distillation
Nath, U., Wang, Y., Turaga, P. & Yang, Y., Dec 2024, In: International Journal of Computer Vision. 132, 12, p. 5698-5717 20 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Visual Transformer with Differentiable Channel Selection: An Information Bottleneck Inspired Approach
Wang, Y., Li, P. & Yang, Y., 2024, In: Proceedings of Machine Learning Research. 235, p. 50840-50858 19 p.Research output: Contribution to journal › Conference article › peer-review
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Center of Excellence for Accelerating Operational Efficiency (CAOE)
Maciejewski, R. (PI), Roe-Sepowitz, D. (CoI), Liu, H. (CoI), Askin, R. (CoI), Kull, T. (CoI), Ahn, G.-J. (CoI), Mirchandani, P. (CoI), Mancenido, M. (CoI), Chiou, E. (CoI), Pedrielli, G. (CoI), Pavlic, T. (CoI), Bliss, N. (CoI), Terrill, W. (CoI), Ruston, S. (CoI), Iquebal, A. (CoI), Yang, Y. (CoI) & Zou, J. (CoI)
US Department of Homeland Security (DHS)
9/1/17 → 6/30/25
Project: Research project
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Adaptive Self-Supervised Contrastive Learning for Tumor Detection and Treatment Evaluation
Yang, Y. (PI)
7/1/23 → 3/31/25
Project: Research project
Datasets
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IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection (part 6)
MacIejewski, R. (Contributor), Xiao, C. (Contributor), Yang, Y. (Contributor), Zou, J. (Contributor), Guan, H. (Contributor), Wang, Y. (Contributor), Nag, S. (Contributor), Swamy, N. E. N. (Contributor), Goel, R. (Contributor), Xie, L. (Contributor) & Prisby, J. (Contributor), Zenodo, Sep 29 2024
DOI: 10.5281/zenodo.13855175, https://zenodo.org/records/13855175
Dataset
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IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection (part 5)
MacIejewski, R. (Contributor), Xiao, C. (Contributor), Yang, Y. (Contributor), Zou, J. (Contributor), Guan, H. (Contributor), Wang, Y. (Contributor), Nag, S. (Contributor), Swamy, N. E. N. (Contributor), Goel, R. (Contributor), Xie, L. (Contributor) & Prisby, J. (Contributor), Zenodo, Sep 29 2024
DOI: 10.5281/zenodo.13855052, https://zenodo.org/records/13855052
Dataset
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IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection (part 8)
MacIejewski, R. (Contributor), Xiao, C. (Contributor), Yang, Y. (Contributor), Zou, J. (Contributor), Guan, H. (Contributor), Wang, Y. (Contributor), Nag, S. (Contributor), Swamy, N. E. N. (Contributor), Goel, R. (Contributor), Xie, L. (Contributor) & Prisby, J. (Contributor), Zenodo, Sep 29 2024
DOI: 10.5281/zenodo.13852274, https://zenodo.org/records/13852274
Dataset
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IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection (part 1)
MacIejewski, R. (Contributor), Xiao, C. (Contributor), Yang, Y. (Contributor), Zou, J. (Contributor), Guan, H. (Contributor), Wang, Y. (Contributor), Nag, S. (Contributor), Swamy, N. E. N. (Contributor), Goel, R. (Contributor), Xie, L. (Contributor) & Prisby, J. (Contributor), Zenodo, Sep 29 2024
DOI: 10.5281/zenodo.13854897, https://zenodo.org/records/13854897
Dataset
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IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection (part 7)
MacIejewski, R. (Contributor), Xiao, C. (Contributor), Yang, Y. (Contributor), Zou, J. (Contributor), Guan, H. (Contributor), Wang, Y. (Contributor), Nag, S. (Contributor), Swamy, N. E. N. (Contributor), Goel, R. (Contributor), Xie, L. (Contributor) & Prisby, J. (Contributor), Zenodo, Sep 29 2024
DOI: 10.5281/zenodo.13854938, https://zenodo.org/records/13854938
Dataset