Borgs, Christian

8 publications

NeurIPSW 2024 A Geometric Foundation Model for Crystalline Material Discovery Shengchao Liu, Liang Yan, Weitao Du, Zhuoxinran Li, Zhiling Zheng, Omar M. Yaghi, Christian Borgs, Hongyu Guo, Anima Anandkumar, Jennifer T Chayes

ICLRW 2024 A Multi-Grained Symmetric Differential Equation Model for Learning Protein-Ligand Binding Dynamics Shengchao Liu, Weitao Du, Yanjing Li, Zhuoxinran Li, Vignesh C Bhethanabotla, Nakul Rampal, Omar M. Yaghi, Christian Borgs, Anima Anandkumar, Hongyu Guo, Jennifer T Chayes

ICMLW 2024 Manifold-Constrained Nucleus-Level Denoising Diffusion Model for Structure-Based Drug Design Shengchao Liu, Liang Yan, Weitao Du, Weiyang Liu, Hongyu Guo, Christian Borgs, Jennifer T Chayes, Anima Anandkumar

NeurIPS 2023 Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials Shengchao Liu, Weitao Du, Yanjing Li, Zhuoxinran Li, Zhiling Zheng, Chenru Duan, Zhi-Ming Ma, Omar Yaghi, Animashree Anandkumar, Christian Borgs, Jennifer Chayes, Hongyu Guo, Jian Tang

AISTATS 2022 Strategic Ranking Lydia T. Liu, Nikhil Garg, Christian Borgs

ICLR 2017 Entropy-SGD: Biasing Gradient Descent into Wide Valleys Pratik Chaudhari, Anna Choromanska, Stefano Soatto, Yann LeCun, Carlo Baldassi, Christian Borgs, Jennifer T. Chayes, Levent Sagun, Riccardo Zecchina

NeurIPS 2017 Thy Friend Is My Friend: Iterative Collaborative Filtering for Sparse Matrix Estimation Christian Borgs, Jennifer Chayes, Christina E. Lee, Devavrat Shah

NeurIPS 2015 Private Graphon Estimation for Sparse Graphs Christian Borgs, Jennifer Chayes, Adam Smith