Rui Qiao
11 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver β The Questioner
π
Century Club Β· Bronze
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Keyword Collector
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Research topics
Machine Learning
(10)
Artificial Intelligence
(6)
Application Areas
(6)
Core AI
(6)
Learning Types Β· Machine Learning
(5)
Natural Language Processing
(3)
Core Methods
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Applications
(1)
Processing
(1)
Keywords
causal inference
(3)
domain generalization
(2)
shapley value
(2)
spurious correlation
(2)
large language model
(2)
robustness
(1)
domain adaptation
(1)
neural tangent kernel
(1)
in-context learning
(1)
instruction tuning
(1)
information extraction
(1)
video understanding
(1)
referring expression
(1)
visual reasoning
(1)
data augmentation
(1)
data valuation
(1)
scene graph
(1)
knowledge transfer
(1)
subpopulation shift
(1)
coreference resolution
(1)
Papers
Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions
ICLR 2025
NICE Data Selection for Instruction Tuning in LLMs with Non-differentiable Evaluation Metric
ICML 2025
Uncovering Scaling Laws for Large Language Models via Inverse Problems
EMNLP 2025
Cross-Domain Feature Augmentation for Domain Generalization
IJCAI 2024
Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions
ICML 2024
Position Paper: Data-Centric AI in the Age of Large Language Models
EMNLP 2024
Understanding Domain Generalization: A Noise Robustness Perspective
ICLR 2024
Collaborative Causal Inference with Fair Incentives
ICML 2023
Interventional Video Grounding With Dual Contrastive Learning
CVPR 2021
Uncovering Main Causalities for Long-tailed Information Extraction
EMNLP 2021
End-to-End Neural Context Reconstruction in Chinese Dialogue
ACL 2019