The Trustworthy Data Science and AI (TDSAI) Lab, also known as Cao Lab, is at the forefront of advancements in trustworthy data science and AI, with a strong emphasis on privacy, security, reliability, fairness, and transparency. Our mission is to develop groundbreaking theories, algorithms, and systems that promote ethical and dependable AI, contributing to the welfare of society and the future of humanity.
Our current research focuses on developing and applying privacy-enhancing technologies to address trust challenges in data management, machine learning, and security. Key areas of exploration include Differential Privacy, Federated Learning, Trustworthy LLM/LMM, AI Security, Data Marketplaces, and beyond.
Call-for-Papers ADMA 2025
Please consider your submission to ADMA 2025 (Kyoto, October 22-24)!
Call-for-Papers CBD 2025
Please consider your submission to CBD 2025 (Tokyo, November 29 to December 1)!
June 22, 2025
One paper was accepted in VLDB 2025. Congrats to Wen, Pengpeng, Shang and all collaborators!
May 1, 2025
One paper was accepted in IJCAI 2025. Congrats to Lele and all collaborators!
April 3, 2025
Welcome Li, Taiga, Tomoyasu, Ian join our lab!
April 1, 2025
We started a new JST NEXUS Joint Project with NTU on Large Multi-Modal Model.