Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 9 Industry, Innovation, and Infrastructure
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The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
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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
Projects
- 5 Finished
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Statistical tools for network security protection: from data privacy to threat detection
THE NATIONAL SCIENCE FOUNDATION
9/1/24 → 5/28/25
Project: Research project
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Efficient and Reliable Watermarking for Generative AI
Bi, X. (PI), Ding, J. (PI) & Hong, M. (PI)
3/19/24 → 3/18/25
Project: Research project
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New Foundations and Algorithms for Advancing Adversarial Learning
Bi, X. (PI), Ding, J. (PI) & Hong, M. (PI)
10/18/22 → 2/28/24
Project: Research project
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Privacy-Preserving Machine Learning and Decision Making
Bi, X. (PI), Ding, J. (PI) & Hong, M. (PI)
4/20/21 → 12/31/22
Project: Research project
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Understanding and Improving Federated Learning in Healthcare
4/20/21 → 6/30/22
Project: Research project
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Episode Charges and Subsequent Visits After Telemedicine vs In-Person Care
Zhang, B., Li, L., Lu, Y., Salmon, J. B., Stetson, R. L., Horst, M. A., Bi, X., Sridhara, S. K., Schnall, M. D., Cook, T. S., Papanicolas, I., Mehta, S. J., Mahoney, K. B., Asch, D. A. & Chen, Y., 2026, In: JAMA Network Open. 92, 2, e2556127.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Scopus citations -
AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science
Luo, A., Xian, X., Du, J., Tian, F., Wang, G., Zhong, M., Zhao, S., Bi, X., Liu, Z., Zhou, J., Srinivasa, J., Kundu, A., Fleming, C., Hong, M. & Ding, J., 2025, EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2025. Christodoulopoulos, C., Chakraborty, T., Rose, C. & Peng, V. (eds.). Association for Computational Linguistics (ACL), p. 18017-18060 44 p. (EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Link opens in a new tab Scopus citations -
Can Agentic AI Match the Performance of Human Data Scientists?
Luo, A., Du, J., Tian, F., Xian, X., Specht, R., Wang, G., Bi, X., Fleming, C., Srinivasa, J., Kundu, A., Hong, M. & Ding, J., 2025, 2025 IEEE 10th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 206-210 5 p. (2025 IEEE 10th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2025 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
Xian, X., Wang, G., Bi, X., Zhang, R., Srinivasa, J., Kundu, A., Fleming, C., Hong, M. & Ding, J., 2025, In: Proceedings of Machine Learning Research. 267, p. 68292-68315 24 p.Research output: Contribution to journal › Conference article › peer-review
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Physician Use of Large Language Models: A Quantitative Study Based on Large-Scale Query-Level Data
Qiu, L., Tang, C., Bi, X., Burtch, G., Chen, Y. & Zhang, H., 2025, In: Journal of medical Internet research. 27, e76941.Research output: Contribution to journal › Article › peer-review
Open Access5 Link opens in a new tab Scopus citations