Jia Gu
5 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot (3) π Cross-Pollinator (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
β
The Questioner
Conferences
AAAI (2)
COLING (1)
JMLR (1)
NIPS (1)
Top co-authors
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 datum
(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 LLMsβ Reasoning via Reinforcement Learning
AAAI 2026
Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation
COLING 2025
FAST: a Fused and Accurate Shrinkage Tree for Heterogeneous Treatment Effects Estimation
NIPS 2023
Distributed Statistical Inference under Heterogeneity
JMLR 2023