Research output per year
Research output per year
Fingerprint
Fingerprint is based on mining the text of the expert's scholarly documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
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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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AIDB: a Sparsely Materialized Database for Queries using Machine Learning
Jin, T., Mittal, A., Mo, C., Fang, J., Zhang, C., Dai, T. & Kang, D., Jun 9 2024, Proceedings of the 8th Workshop on Data Management for End-to-End Machine Learning, DEEM 2024 - In conjunction with the 2024 ACM SIGMOD/PODS Conference. Association for Computing Machinery, p. 23-28 6 p. (Proceedings of the 8th Workshop on Data Management for End-to-End Machine Learning, DEEM 2024 - In conjunction with the 2024 ACM SIGMOD/PODS Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks
Kang, D., Li, X., Stoica, I., Guestrin, C., Zaharia, M. & Hashimoto, T., 2024, Proceedings - 45th IEEE Symposium on Security and Privacy Workshops, SPW 2024. Institute of Electrical and Electronics Engineers Inc., p. 132-143 12 p. (Proceedings - 45th IEEE Symposium on Security and Privacy Workshops, SPW 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Removing RLHF Protections in GPT-4 via Fine-Tuning
Zhan, Q., Fang, R., Bindu, R., Gupta, A., Hashimoto, T. & Kang, D., 2024, p. 681-687. 7 p.Research output: Contribution to conference › Paper › peer-review
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tailwiz: Empowering Domain Experts with Easy-to-Use, Task-Specific Natural Language Processing Models
Dai, T., Peters, A., Gelbach, J. B., Engstrom, D. F. & Kang, D., Jun 9 2024, Proceedings of the 8th Workshop on Data Management for End-to-End Machine Learning, DEEM 2024 - In conjunction with the 2024 ACM SIGMOD/PODS Conference. Association for Computing Machinery, p. 12-22 11 p. (Proceedings of the 8th Workshop on Data Management for End-to-End Machine Learning, DEEM 2024 - In conjunction with the 2024 ACM SIGMOD/PODS Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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ZKML: An Optimizing System for ML Inference in Zero-Knowledge Proofs
Chen, B. J., Waiwitlikhit, S., Stoica, I. & Kang, D., Apr 22 2024, EuroSys 2024 - Proceedings of the 2024 European Conference on Computer Systems. Association for Computing Machinery, p. 560-574 15 p. (EuroSys 2024 - Proceedings of the 2024 European Conference on Computer Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution