Combining Theory and Benchmarks: Towards A Virtuous Cycle to Understand and Guarantee Foundation Model Performance
Combining Theory and Benchmarks: Towards A Virtuous Cycle to Understand and Guarantee Foundation Model Performance
ICML 2026
Seoul, South Korea
July 10, 2026
Workshop Organizers
Benjamin Fenelon, Yiding Song, Jiheon Seok, Roderic Collins, Sungmok Jung, Parth Hiren Shah, Michael Majurski, Gyeongje Cho, Gyuseong Lee, Dongyoung Lee, Kunvar Thaman, Felix X.-F. Ye, Hayden Helm, Hao Duan, Neel Tushar Shah, Panagiotis Theodoropoulos, Xiao Lin, Shahram Najam Syed, David Troxell, Jinhwan Sul, Yeonkyoung So, Aprameya Bharadwaj, Jongwon Park, Xuelin Zhang, Yash Ganpat Sawant, Yanlin Li, Jie Huang, Andrea Gregor de Varda, Jung H. Lee, Yiannis Hadjiyianni, Jongmin Kim, Shenghao Yang, Rahul D Ray, Aishwarya Ramasethu, Byeonghyun Ko, Bodhisatta Maiti, Bharadwaj Ravichandran, Akhil Eppa, Junsik Shin, Anushree Sinha, Sivakumar Selvaraj, Advitya Gemawat, Aryan Gulati, Jon Crall, Jaehwan Lee, Youngjun Son, Nitesh Menon, Tao Wen, Arjun Chakraborty, Youngser Park, Sushant Mehta, Vishwajeet Shukla, Ashish Mehta, Suwen Ge, Mamoon Masud, Nikhil Reddy Pallepati, Ruizhe Li, Rakesh Vaideeswaran, Gaurav Jain, Bartosz Dzionek, Shashank Gupta, Dayeon Kang, Tai Vu, Zekun Wang, Yulia Alexandr, Cameron Johnson, Ahmed Wez, Anthony Hoogs