One Less Reason for Filter Pruning: Gaining Free Adversarial Robustness with Structured Grouped Kernel Pruning. - Shaochen (Henry) Zhong; Zaichuan You; Jiamu Zhang; Sebastian Zhao; Zachary LeClaire; Zirui Liu 001; Daochen Zha; Vipin Chaudhary; Shuai Xu; Xia Hu 001 (NeurIPS, 2023)

The Ingredients for Robotic Diffusion Transformers. - Sudeep Dasari; Oier Mees; Sebastian Zhao; Mohan Kumar Srirama; Sergey Levine (CoRR, 2024)

Squeezed Attention: Accelerating Long Context Length LLM Inference. - Coleman Richard Charles Hooper; Sehoon Kim 001; Hiva Mohammadzadeh; Monishwaran Maheswaran; Sebastian Zhao; June Paik; Michael W. Mahoney; Kurt Keutzer; Amir Gholami (ACL (1), 2025)

Need Help? Designing Proactive AI Assistants for Programming. - Valerie Chen; Alan Zhu 003; Sebastian Zhao; Hussein Mozannar; David A. Sontag; Ameet Talwalkar (CHI, 2025)

Flexible Group Count Enables Hassle-Free Structured Pruning. - Jiamu Zhang; Shaochen Zhong; Andrew Ye; Zirui Liu 001; Sebastian Zhao; Kaixiong Zhou; Li Li 035; Soo-Hyun Choi; Rui Chen 012; Xia Hu 001; Shuai Xu; Vipin Chaudhary (CVPR, 2025)

CodingGenie: A Proactive LLM-Powered Programming Assistant. - Sebastian Zhao; Alan Zhu 003; Hussein Mozannar; David A. Sontag; Ameet Talwalkar; Valerie Chen (SIGSOFT FSE Companion, 2025)

The RealHumanEval: Evaluating Large Language Models' Abilities to Support Programmers. - Hussein Mozannar; Valerie Chen; Mohammed Alsobay; Subhro Das; Sebastian Zhao; Dennis Wei; Manish Nagireddy; Prasanna Sattigeri; Ameet Talwalkar; David A. Sontag (Trans. Mach. Learn. Res., 2025)

Multipole Attention for Efficient Long Context Reasoning. - Coleman Hooper; Sebastian Zhao; Luca Manolache; Sehoon Kim 001; Michael W. Mahoney; Yakun Sophia Shao; Kurt Keutzer; Amir Gholami (CoRR, 2025)