Exploring Temporal and Multilingual Dynamics of Post-Disaster Social Media Discourse: A Case of Fukushima Daiichi Nuclear Accident. - Saiyue Lyu; Zhicong Lu (Proc. ACM Hum. Comput. Interact., 2023)

Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences. - Saiyue Lyu; Shadab Shaikh; Frederick Shpilevskiy; Evan Shelhamer; Mathias Lécuyer (NeurIPS, 2024)

Adaptive Randomized Smoothing: Certifying Multi-Step Defences against Adversarial Examples. - Saiyue Lyu; Shadab Shaikh; Frederick Shpilevskiy; Evan Shelhamer; Mathias Lécuyer (CoRR, 2024)

Differentially Private Latent Diffusion Models. - Michael F. Liu; Saiyue Lyu; Margarita Vinaroz; Mijung Park (Trans. Mach. Learn. Res., 2024)

Adaptive Diffusion Denoised Smoothing : Certified Robustness via Randomized Smoothing with Differentially Private Guided Denoising Diffusion. - Frederick Shpilevskiy; Saiyue Lyu; Krishnamurthy Dj Dvijotham; Mathias Lécuyer; Pierre-André Noël (CoRR, 2025)