Dixian Zhu
7 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (6)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(19)
Conferences
ICML (4)
AAAI (1)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
compositional optimization
(2)
stochastic optimization
(2)
distributionally robust optimization
(2)
metric learning
(1)
finite-sum optimization
(1)
variational inference
(1)
multi-instance learning
(1)
gradient-based optimization
(1)
medical imaging
(1)
model evaluation
(1)
deep learning
(1)
label noise
(1)
gradient-based method
(1)
classifier learning
(1)
multi-class classification
(1)
variance reduction
(1)
multivariate time series
(1)
convergence guarantee
(1)
zero-sum game
(1)
stationary point
(1)
Papers
Gradient Aligned Regression via Pairwise Losses
ICML 2025
Provable Multi-instance Deep AUC Maximization with Stochastic Pooling
ICML 2023
Label Distributionally Robust Losses for Multi-class Classification: Consistency, Robustness and Adaptivity
ICML 2023
Non-Smooth Weakly-Convex Finite-sum Coupled Compositional Optimization
NIPS 2023
When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee
ICML 2022
Deep Unsupervised Binary Coding Networks for Multivariate Time Series Retrieval
AAAI 2020
A Robust Zero-Sum Game Framework for Pool-based Active Learning
AISTATS 2019