Alice Xiang
10 papers · 2023–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (7) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (15) π Triple Crown
β‘
Prolific Year
(5)
π
Century Club
(10)
Conferences
ICLR (2)
ICML (2)
NIPS (2)
ECCV (1)
EMNLP (1)
ICCV (1)
MIDL (1)
Top co-authors
Keywords
computer vision
(2)
image captioning
(1)
multi-label classification
(1)
bias detection
(1)
face recognition
(1)
responsible ai
(1)
machine learning
(1)
bias mitigation
(1)
spurious correlation
(1)
bias amplification
(1)
dataset curation
(1)
data curation
(1)
data filtering
(1)
qualitative analysis
(1)
societal bia
(1)
data bia
(1)
societal bias mitigation
(1)
text-guided inpainting
(1)
multi-attribute bia
(1)
skin color
(1)
Papers
GenDataAgent: On-the-fly Dataset Augmentation with Synthetic Data
ICLR 2025
Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes
EMNLP 2024
Position: Measure Dataset Diversity, Donβt Just Claim It
ICML 2024
Improving Identically Distributed and Out-of-Distribution Medical Image Classification with Segmentation-Guided Attention in Small Dataset Scenarios
MIDL 2024
A Taxonomy of Challenges to Curating Fair Datasets
NIPS 2024
Efficient Bias Mitigation Without Privileged Information
ECCV 2024
A View From Somewhere: Human-Centric Face Representations
ICLR 2023
Beyond Skin Tone: A Multidimensional Measure of Apparent Skin Color
ICCV 2023
Ethical Considerations for Responsible Data Curation
NIPS 2023
Men Also Do Laundry: Multi-Attribute Bias Amplification
ICML 2023