Hansi Yang
9 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird
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Keyword Collector
(54)
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(5)
Artificial Intelligence
(4)
Learning Types · Machine Learning
(4)
Optimization & Theory · Machine Learning
(4)
Core AI
(3)
Core Methods
(3)
Application Areas
(2)
Architectures
(2)
Optimization & Theory · Deep Learning
(2)
Mathematics & Optimization
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
convergence rate
(2)
bilevel optimization
(2)
representation learning
(1)
few-shot learning
(1)
finite-sum optimization
(1)
hyperparameter optimization
(1)
noisy label learning
(1)
multi-objective optimization
(1)
cross-modal learning
(1)
visual grounding
(1)
sharpness-aware minimization
(1)
empirical risk minimization
(1)
variance reduction
(1)
music genre classification
(1)
model robustness
(1)
contrastive learning
(1)
stochastic gradient
(1)
convolutional neural network
(1)
sample selection
(1)
stochastic optimization
(1)
Papers
Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning
EMNLP 2025
Curriculum-aware Training for Discriminating Molecular Property Prediction Models
ICLR 2025
Joint Gradient Balancing for Data Ordering in Finite-Sum Multi-Objective Optimization
ICLR 2025
An Adaptive Policy to Employ Sharpness-Aware Minimization
ICLR 2023
Efficient Hyper-parameter Optimization with Cubic Regularization
NeurIPS 2023
Leveraging per Image-Token Consistency for Vision-Language Pre-Training
CVPR 2023
Efficient Variance Reduction for Meta-learning
ICML 2022
Searching to Exploit Memorization Effect in Learning with Noisy Labels
ICML 2020
Music Genre Classification Using Duplicated Convolutional Layers in Neural Networks
Interspeech 2019