Two New Papers at Neurips'24 Workshop!

Oct 5th, 2024

We have a new paper, titled "Characterizing Context Influence and Hallucination in Summarization", from our group accepted to Neurips Workshop on Towards Safe & Trustworthy Agents 2024. [Paper]

We have a new paper, titled "Enabling Resource-Efficient On-Device Fine-Tuning of LLMs Using Only Inference Engines", from our group accepted to Neurips Workshop on Efficient Natural Language and Speech Processing 2024. [Paper]

Three New Papers at RecSys'24!

Sep 15th, 2024

We have a new paper, titled "Biased User History Synthesis for Personalized Long-Tail Item Recommendation", from our group accepted to the Eighteenth ACM Conference on Recommender Systems (RecSys) 2024. [Paper][Code]

We have a new paper, titled "CADC: Encoding User-Item Interactions for Compressing Recommendation Model Training Data", from our group accepted to the Eighteenth ACM Conference on Recommender Systems (RecSys) Workshop 2024. [Paper]

We have a new paper, titled "Music Recommendation through LLM Song Summary", from our group accepted to the Eighteenth ACM Conference on Recommender Systems (RecSys) Workshop 2024.

New Paper at ACL'24!

August 25th, 2024

We have a new paper, titled "Differentially Private Knowledge Distillation via Synthetic Text Generation", from our group accepted to the The Findings of Association for Computational Linguistics 2024. [Paper][Code]

Two New Papers at NAACL'24!

Mar 15th, 2024

We have a new paper, titled "Differentially Private Prediction of Large Language Models", from our group accepted to The North American Chapter of the Association for Computational Linguistics (NNACL) 2024. [Paper][Code]

We have a new paper, titled "Ethos: Rectifying Language Models in Orthogonal Parameter Space", from our group accepted to The North American Chapter of the Association for Computational Linguistics (NAACL) 2024. [Paper][Code]

New Paper at PETS'24!

Mar 7th, 2024

We have a new paper, titled "Edge Private Graph Neural Networks with Singular Value Perturbation", from our group accepted to the Proceedings on Privacy Enhancing Technologies Symposium (PoPETS) 2024. [Paper][Code]

Welcoming Our New Visiting Scholar, Christopher!

Mar 1st, 2024

Welcome Christopher Harth-Kitzerow to join the SCIP group as a visiting scholar. He will be working on novel high-throughput Multi-Party Computation (MPC) protocols.

Two New Papers at AAAI'24 Workshops!

Feb 26th, 2024

We have a new paper, titled "Ethos: Rectifying Language Models in Orthogonal Parameter Space", from our group accepted to AAAI Workshop on Responsible Language Models (ReLM'24), as a spotlight presentation.

We have a new paper, titled "Differentially Private Prediction of Large Language Models", from our group accepted to AAAI Workshop on Privacy-Preserving Artificial Intelligence (PPAI'23).

Congratulations to James on Receiving an NSF Award!

Jul 6th, 2023

We are thrilled to announce that James Flemings has been awarded with the NSF Graduate Research Fellowship for recognizing his contributions to privacy in machine learning.