Jia Gu
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Keywords
causal inference
(1)
reinforcement learning
(1)
medical imaging
(1)
knowledge distillation
(1)
image synthesis
(1)
markov decision process
(1)
probability distribution
(1)
mean squared error
(1)
probabilistic sampling
(1)
reward model
(1)
generative data augmentation
(1)
weighted estimator
(1)
bias reduction
(1)
observational data
(1)
heterogeneous treatment effect
(1)
distributed statistical inference
(1)
shrinkage estimation
(1)
method of moment
(1)
tree-based method
(1)
large language model
(1)
Papers
Rethinking Bias in Generative Data Augmentation for Medical AI: A Frequency Recalibration Method
AAAI 2026
RLKD: Distilling LLMs’ Reasoning via Reinforcement Learning
AAAI 2026
Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation
COLING 2025
Distributed Statistical Inference under Heterogeneity
JMLR 2023
FAST: a Fused and Accurate Shrinkage Tree for Heterogeneous Treatment Effects Estimation
NeurIPS 2023