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Dinghuai Zhang
Dinghuai Zhang
1
Affiliations
Affiliations
Mila
11
papers
612
total citations
papers (11)
Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization
NEURIPS 2021
arXiv
325
citations
Black-Box Certification with Randomized Smoothing: A Functional Optimization Based Framework
NEURIPS 2020
arXiv
68
citations
Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory optimization
ICLR 2024
arXiv
63
citations
Local Search GFlowNets
ICLR 2024
arXiv
54
citations
Learning to Scale Logits for Temperature-Conditional GFlowNets
ICML 2024
arXiv
29
citations
PhyloGFN: Phylogenetic inference with generative flow networks
ICLR 2024
arXiv
29
citations
Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets
ICLR 2025
arXiv
21
citations
Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation
CVPR 2025
arXiv
14
citations
Delta-AI: Local objectives for amortized inference in sparse graphical models
ICLR 2024
arXiv
8
citations
Cooperation or Competition: Avoiding Player Domination for Multi-Target Robustness via Adaptive Budgets
CVPR 2023
arXiv
1
citations
Let the Flows Tell: Solving Graph Combinatorial Problems with GFlowNets
NEURIPS 2023
0
citations