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20212026
most citedBalancing Exploration and Exploitation for Solving Large-scale Multiobjective Optimization via Attention Mechanism

12 citations · 21 across the 8 of their papers we have counts for

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cs.LG2024

Accelerating 3D Molecule Generation via Jointly Geometric Optimal Transport

Haokai Hong, Wanyu Lin, Kay Chen Tan

This paper proposes a new 3D molecule generation framework, called GOAT, for fast and effective 3D molecule generation based on the flow-matching optimal transport objective. Speci…

cs.LG2024

Distributional Priors Guided Diffusion for Generating 3D Molecules in Low Data Regimes

Haokai Hong, Wanyu Lin, Ming Yang +1

Can we train a 3D molecule generator using data from dense regions to generate samples in sparse regions? This challenge can be framed as an out-of-distribution (OOD) generation pr…