Xiao-Yu Guo
6 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(3)
Machine Learning
(3)
Core AI
(3)
Natural Language Processing
(2)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Models
(2)
Computer Vision
(1)
Analysis
(1)
Applications · Computer Vision
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core Methods
(1)
Keywords
numerical reasoning
(2)
neural module network
(2)
question answering
(2)
visual question answering
(1)
multimodal learning
(1)
social intelligence
(1)
scene graph
(1)
out-of-distribution generalization
(1)
posterior approximation
(1)
ensemble method
(1)
benchmark dataset
(1)
language model
(1)
large multimodal model
(1)
low-rank adaptation
(1)
out-of-distribution detection
(1)
spurious correlation
(1)
bayesian neural network
(1)
spatial reasoning
(1)
multi-hop reasoning
(1)
multimodal model
(1)
Papers
Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks
AAAI 2025
An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models
EMNLP 2024
Mitigating Language Bias of LMMs in Social Intelligence Understanding with Virtual Counterfactual Calibration
EMNLP 2024
DeSIQ: Towards an Unbiased, Challenging Benchmark for Social Intelligence Understanding
EMNLP 2023
Teaching Neural Module Networks to Do Arithmetic
COLING 2022
Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text
EMNLP 2021