Jiayao Zhang
8 papers · 2021–2024 · 7 venues · across top CS/AI venues
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Achievements
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๐ Conference Polyglot ยท Silver ๐ Interdisciplinary Bridge ยท Bronze ๐ฃ Hot Topic Early Bird ๐งญ Keyword Pioneer ๐ Conference Pioneer
๐
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Research topics
Keywords
causal inference
(3)
observational study
(2)
algorithmic fairness
(1)
depth estimation
(1)
fair classification
(1)
image registration
(1)
stereo matching
(1)
natural language
(1)
phase transition
(1)
causal effect
(1)
propensity score
(1)
neural collapse
(1)
stochastic differential equation
(1)
training dynamics
(1)
imbalanced data
(1)
commonsense reasoning
(1)
textual data
(1)
confounding adjustment
(1)
equalized odd
(1)
event causality identification
(1)
Papers
Estimating the Causal Effect of Early ArXiving on Paper Acceptance
CLeaR 2024
Event Causality Identification with Synthetic Control
EMNLP 2024
COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective
ACL 2023
FIFA: Making Fairness More Generalizable in Classifiers Trained on Imbalanced Data
ICLR 2023
High-Resolution Depth Estimation for 360deg Panoramas Through Perspective and Panoramic Depth Images Registration
WACV 2023
ROCK: Causal Inference Principles for Reasoning about Commonsense Causality
ICML 2022
Some Reflections on Drawing Causal Inference using Textual Data: Parallels Between Human Subjects and Organized Texts
CLeaR 2022
Imitating Deep Learning Dynamics via Locally Elastic Stochastic Differential Equations
NeurIPS 2021