Zi-Hao Qiu
5 papers · 2022–2024 · 1 venue · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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The Questioner
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Machine Learning
(5)
Optimization & Theory · Machine Learning
(5)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
self-supervised learning
(2)
contrastive learning
(2)
bilevel optimization
(2)
distributionally robust optimization
(2)
representation learning
(2)
stochastic optimization
(2)
parallel speedup
(1)
convergence guarantee
(1)
imbalanced data
(1)
compositional optimization
(1)
hypergradient estimation
(1)
contrastive loss
(1)
temperature parameter
(1)
representational learning
(1)
ranking metric
(1)
blockwise optimization
(1)
large foundation model
(1)
logits
(1)
temperature
(1)
stochastic gradient
(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