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Selected Publications
Learning Large Graph Property Prediction via Graph Segment Training
NeurIPS,
2023
TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs
NeurIPS,
2023
AutoTransfer: AutoML with Knowledge Transfer - An Application to Graph Neural Networks
ICLR,
2023
Annotation of Spatially Resolved Single-cell Data with STELLAR
Nature Methods,
2022
Relational Multi-Task Learning: Modeling Relations between Data and Tasks
ICLR,
2022
Open-World Semi-Supervised Learning
ICLR,
2022
Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization
ICLR,
2021
Concept Learners for Few-Shot Learning
ICLR,
2021
Coresets for Robust Training of Neural Networks against Noisy Labels
NeurIPS,
2020
Few-Shot Video Classification via Temporal Alignment
CVPR,
2020
Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss
NeurIPS,
2019
CariGANs: Unpaired Photo-to-Caricature Translation
Siggraph Asia,
2018
Pose-Robust Face Recognition via Deep Residual Equivariant Mapping
CVPR,
2018
Merge or Not? Learning to Group Faces via Imitation Learning
AAAI,
2018
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