Xue (Steve) Liu
6 papers · 2021–2023 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(15)
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Keyword Champion
(2)
Venues
Top co-authors
Research topics
Keywords
model-based optimization
(2)
design optimization
(2)
domain adaptation
(1)
feature selection
(1)
optimal transport
(1)
class imbalance
(1)
multiple instance learning
(1)
label noise
(1)
offline learning
(1)
bilevel optimization
(1)
feature interaction
(1)
ensemble method
(1)
surrogate model
(1)
sparse feature
(1)
out-of-domain generalization
(1)
whole slide image
(1)
retrieval augmentation
(1)
instance weighting
(1)
gradient ascent
(1)
gradient manipulation
(1)
Papers
Importance-aware Co-teaching for Offline Model-based Optimization
NeurIPS 2023
Parallel-mentoring for Offline Model-based Optimization
NeurIPS 2023
Retrieval-Augmented Multiple Instance Learning
NeurIPS 2023
Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network
NeurIPS 2023
Bidirectional Learning for Offline Infinite-width Model-based Optimization
NeurIPS 2022
Generalized DataWeighting via Class-Level Gradient Manipulation
NeurIPS 2021