Yameng Liu
4 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Knowledge & Reasoning
(2)
Core AI
(2)
Reasoning
(2)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Learning Types
(1)
Optimization
(1)
Optimization & Theory
(1)
Processing
(1)
Keywords
causal inference
(3)
treatment effect estimation
(2)
dynamic programming
(1)
observational study
(1)
causal effect
(1)
video summarization
(1)
interpretable model
(1)
conditional average treatment effect
(1)
instrumental variable
(1)
potential outcome
(1)
matching method
(1)
unmeasured confounding
(1)
covariate matching
(1)
matching framework
(1)
temporal encoder
(1)
bidirectional graph transmission
(1)
contextualized relationship
(1)
multi-granularity temporal cues
(1)
graph matching
(1)
Papers
Contextual Correspondence Matters: Bidirectional Graph Matching for Video Summarization
ECCV 2024
FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference
JMLR 2021
Interpretable Almost-Exact Matching for Causal Inference
AISTATS 2019
Interpretable Almost Matching Exactly With Instrumental Variables
UAI 2019