Martin D. Burke

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Imbalanced Data

Fitness Landscape

Molecular Structures

Top Venues

Publications

Martin D. Burke, Scott E. Denmark, Ying Diao, Jiawei Han, Rachel D. Switzky, Huimin Zhao
Molecule Maker Lab Institute: Accelerating, advancing, and democratizing molecular innovation. AI Mag. 45 (1) (2024)
Saba Ghaffari, Ehsan Saleh, Alexander G. Schwing, Yu-Xiong Wang, Martin D. Burke, Saurabh Sinha
Robust Model-Based Optimization for Challenging Fitness Landscapes. ICLR (2024)
Saba Ghaffari, Ehsan Saleh, Alexander G. Schwing, Yu-Xiong Wang, Martin D. Burke, Saurabh Sinha
Property-Guided Generative Modelling for Robust Model-Based Design with Imbalanced Data. CoRR (2023)
Hongwei Wang, Weijiang Li, Xiaomeng Jin, Kyunghyun Cho, Heng Ji, Jiawei Han, Martin D. Burke
Chemical-Reaction-Aware Molecule Representation Learning. ICLR (2022)
Hongwei Wang, Weijiang Li, Xiaomeng Jin, Kyunghyun Cho, Heng Ji, Jiawei Han, Martin D. Burke
Chemical-Reaction-Aware Molecule Representation Learning. CoRR (2021)