Han Zhao
University of Illinois at Urbana-Champaign
H-index: 29
North America-United States
Top articles of Han Zhao
Towards Practical Non-Adversarial Distribution Matching
2024/4/18
Ben Usman
H-Index: 5
Han Zhao
H-Index: 15
Fair and Optimal Prediction via Post-Processing
Proceedings of the AAAI Conference on Artificial Intelligence
2024/3/24
Han Zhao
H-Index: 15
Accelerating Neural Differential Equations for Irregularly-Sampled Dynamical Systems Using Variational Formulation
2024/3/3
Efficient Learning of Linear Graph Neural Networks via Node Subsampling
Advances in Neural Information Processing Systems
2024/2/13
Ilan Shomorony
H-Index: 11
Han Zhao
H-Index: 15
Revisiting scalarization in multi-task learning: A theoretical perspective
2023/12/10
Enhancing Compositional Generalization via Compositional Feature Alignment
arXiv preprint arXiv:2402.02851
2024/2/5
Robust Multi-Task Learning with Excess Risks
arXiv preprint arXiv:2402.02009
2024/2/3
Efficient Modality Selection in Multimodal Learning
Journal of Machine Learning Research
2024
Learning List-Level Domain-Invariant Representations for Ranking
2023/12/10
Efficient Post-Processing for Equal Opportunity in Fair Multi-Class Classification
2023/12/12
Ruicheng Xian
H-Index: 1
Han Zhao
H-Index: 15
Invariant-Feature Subspace Recovery: A New Class of Provable Domain Generalization Algorithms
arXiv preprint arXiv:2311.00966
2023/11/2
Towards Practical Non-Adversarial Distribution Alignment via Variational Bounds
arXiv preprint arXiv:2310.19690
2023/10/30
Ben Usman
H-Index: 5
Han Zhao
H-Index: 15
Gradual Domain Adaptation: Theory and Algorithms
arXiv preprint arXiv:2310.13852
2023/10/20
An empirical study of simplicial representation learning with wasserstein distance
arXiv preprint arXiv:2310.10143
2023/10/16
Learning Multiplex Embeddings on Text-rich Networks with One Text Encoder
arXiv preprint arXiv:2310.06684
2023/10/10
Train your own gnn teacher: Graph-aware distillation on textual graphs
2023/9/17
Speciality vs generality: An empirical study on catastrophic forgetting in fine-tuning foundation models
arXiv preprint arXiv:2309.06256
2023/9/12
Structural re-weighting improves graph domain adaptation
2023/7/3
Fair and optimal classification via post-processing
2023/7/3
Understanding the impact of adversarial robustness on accuracy disparity
2023/7/3
Co-Authors
