Jialu Wang
13 papers · 2019–2024 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (25) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π
Grand Slam
π€
Dynamic Duo
(10)
β
The Questioner
(2)
π
Century Club Β· Bronze
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Conference Pioneer
ποΈ
Keyword Collector
(71)
Top co-authors
Research topics
Machine Learning
(13)
Application Areas
(9)
Artificial Intelligence
(7)
Core AI
(7)
Learning Types Β· Machine Learning
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Models
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Applications
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Mathematics
(2)
Resources & Methods
(1)
Keywords
label noise
(3)
group fairness
(3)
influence function
(2)
multimodal representation
(2)
active learning
(2)
mutual information
(2)
demographic parity
(2)
vision-language model
(2)
document understanding
(1)
multimodal learning
(1)
few-shot learning
(1)
distribution shift
(1)
model discrimination
(1)
generative model
(1)
feature representation
(1)
question answering
(1)
machine reading comprehension
(1)
parameter-efficient fine-tuning
(1)
generalization bound
(1)
text-to-image generation
(1)
Papers
Fairness without Harm: An Influence-Guided Active Sampling Approach
NeurIPS 2024
Procedural Fairness Through Decoupling Objectionable Data Generating Components
ICLR 2024
Unmasking and Improving Data Credibility: A Study with Datasets for Training Harmless Language Models
ICLR 2024
A/B Testing in Network Data with Covariate-Adaptive Randomization
ICML 2023
Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment
EMNLP 2023
T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation
ACL 2023
Assessing Multilingual Fairness in Pre-trained Multimodal Representations
ACL 2022
Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features
ICML 2022
Fairness Transferability Subject to Bounded Distribution Shift
NeurIPS 2022
Understanding Instance-Level Impact of Fairness Constraints
ICML 2022
Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search
EMNLP 2021
Can Less be More? When Increasing-to-Balancing Label Noise Rates Considered Beneficial
NeurIPS 2021
Academic Reader: An Interactive Question Answering System on Academic Literatures
AAAI 2019