Author

Dinghuai Zhang

Observed name: Zhang, Dinghuai

Observed institutions: Microsoft (United States), Peking University, Mila - Quebec Artificial Intelligence Institute, Université de Montréal

OpenAlex ID: A5003913524

Out-of-Distribution Generalization via Risk Extrapolation (REx)

2020 · Krueger, David, Caballero, Ethan, et al. · arXiv (Cornell University) · 395

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

2021 · Ahuja, Kartik, Caballero, Ethan, et al. · arXiv (Cornell University) · 114

Informative Dropout for Robust Representation Learning: A Shape-bias Perspective

2020 · Shi, Baifeng, Zhang, Dinghuai, et al. · ePrints Soton (University of Southampton) · 80

Neural Approximate Sufficient Statistics for Implicit Models

2020 · Chen, Yanzhi, Zhang, Dinghuai, et al. · ePrints Soton (University of Southampton) · 25

Can Subnetwork Structure be the Key to Out-of-Distribution Generalization?

2021 · Zhang, Dinghuai, Ahuja, Kartik, et al. · arXiv (Cornell University) · 24

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

2020 · Zhang, Dinghuai, Ye, Mao, et al. · ePrints Soton (University of Southampton) · 22

Building Robust Ensembles via Margin Boosting

2022 · Zhang, Dinghuai, Zhang, Hongyang, et al. · arXiv (Cornell University) · 8

Predictive Inference with Feature Conformal Prediction

2022 · Teng, Jiaye, Wen, Chuan, et al. · arXiv (Cornell University) · 6

Stochastic Generative Flow Networks

2023 · Pan, Ling, Zhang, Dinghuai, et al. · arXiv (Cornell University) · 3

Generative Augmented Flow Networks

2022 · Pan, Ling, Zhang, Dinghuai, et al. · arXiv (Cornell University) · 3

No Trick, No Treat: Pursuits and Challenges Towards Simulation-free Training of Neural Samplers

2025 · He, Jiajun, Du, Yuanqi, et al. · arXiv (Cornell University) · 2

Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with GFlowNets

2023 · Zhang, Dinghuai, Dai, Hanjun, et al. · arXiv (Cornell University) · 2

Better Training of GFlowNets with Local Credit and Incomplete Trajectories

2023 · Pan, Ling, Malkin, Nikolay, et al. · arXiv (Cornell University) · 2

GFlowNets and variational inference

2022 · Whitammer, Esmeralda S., Lahlou, Salem, et al. · arXiv (Cornell University) · 2

Unifying Likelihood-free Inference with Black-box Sequence Design and Beyond.

2021 · Dinghuai Zhang, Jie Fu, et al. · arXiv (Cornell University) · 2

Filling the Soap Bubbles: Efficient Black-Box Adversarial Certification with Non-Gaussian Smoothing

2019 · Dinghuai Zhang, Mao Ye, et al. · 2

Nabla-R2D3: Effective and Efficient 3D Diffusion Alignment with 2D Rewards

2025 · Qingming LIU, Zhen Liu, et al. · neural information processing systems · 1

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

2023 · Yimu Wang, Dinghuai Zhang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1

Unifying Likelihood-free Inference with Black-box Optimization and Beyond

2021 · Zhang, Dinghuai, Fu, Jie, et al. · arXiv (Cornell University) · 1

Rare Event Analysis via Stochastic Optimal Control

2026 · Du, Yuanqi, He, Jiajun, et al. · arXiv (Cornell University)

Test-time Recursive Thinking: Self-Improvement without External Feedback

2026 · Zhuang, Yufan, Singh, Chandan, et al. · arXiv (Cornell University)

Generalized Dynamics Generation towards Scannable Physical World Model

2025 · Li, Yichen, Li, Zhiyi, et al. · arXiv (Cornell University)

Coevolutionary Continuous Discrete Diffusion: Make Your Diffusion Language Model a Latent Reasoner

2025 · Zhou, Cai, Yang, Chenxiao, et al. · arXiv (Cornell University)

Self-Evolving Curriculum for LLM Reasoning

2025 · Chen, Xiaoyin, Lu, Jiarui, et al. · arXiv (Cornell University)

Next Semantic Scale Prediction via Hierarchical Diffusion Language Models

2025 · Cai Zhou, Chenyu Wang, et al. · neural information processing systems

Works count: 30

Citation count: 695

H-index: 7

I10-index: 6