Dinghuai Zhang

9

Papers

67

Total Citations

1

Affiliations

Affiliations

Mila

Papers (9)

Local Search GFlowNets

Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets

Cooperation or Competition: Avoiding Player Domination for Multi-Target Robustness via Adaptive Budgets

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

Learning to Scale Logits for Temperature-Conditional GFlowNets

You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle

Black-Box Certification with Randomized Smoothing: A Functional Optimization Based Framework

Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization

Let the Flows Tell: Solving Graph Combinatorial Problems with GFlowNets