Xue (Steve) Liu
6 papers · 2021–2023 · 1 conference · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π£ Hot Topic Early Bird π Cross-Pollinator (15)
π
Keyword Champion
(2)
Conferences
NIPS (6)
Top co-authors
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)
feature interaction
(1)
ensemble method
(1)
surrogate model
(1)
bi-level optimization
(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
Retrieval-Augmented Multiple Instance Learning
NIPS 2023
Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network
NIPS 2023
Importance-aware Co-teaching for Offline Model-based Optimization
NIPS 2023
Parallel-mentoring for Offline Model-based Optimization
NIPS 2023
Bidirectional Learning for Offline Infinite-width Model-based Optimization
NIPS 2022
Generalized DataWeighting via Class-Level Gradient Manipulation
NIPS 2021