Jinkyoo Park

9

Papers

82

Total Citations

Papers (9)

Local Search GFlowNets

Adaptive teachers for amortized samplers

Generative Flows on Synthetic Pathway for Drug Design

MOFFlow: Flow Matching for Structure Prediction of Metal-Organic Frameworks

Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation

Learning to Scale Logits for Temperature-Conditional GFlowNets

Learning Strategy Representation for Imitation Learning in Multi-Agent Games

Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context

Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization