Zi-Hao Qiu
5 papers · 2022–2024 · 1 conference · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (12)
β
The Questioner
Conferences
ICML (5)
Top co-authors
Keywords
stochastic optimization
(2)
representation learning
(2)
contrastive learning
(2)
self-supervised learning
(2)
bilevel optimization
(2)
ranking metric
(1)
deep learning
(1)
variance reduction
(1)
parallel speedup
(1)
blockwise optimization
(1)
distributionally robust optimization
(1)
convergence guarantee
(1)
imbalanced datum
(1)
compositional optimization
(1)
hypergradient estimation
(1)
stochastic gradient
(1)
temperature parameter
(1)
representational learning
(1)
metric learning
(1)
Papers
To Cool or not to Cool? Temperature Network Meets Large Foundation Models via DRO
ICML 2024
Blockwise Stochastic Variance-Reduced Methods with Parallel Speedup for Multi-Block Bilevel Optimization
ICML 2023
Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization
ICML 2023
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence
ICML 2022
Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance
ICML 2022