Xiao Shou
8 papers · 2021–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird ⚡ Prolific Year · Productive
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Keyword Collector
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Research topics
Artificial Intelligence
(7)
Machine Learning
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Core AI
(6)
Deep Learning
(5)
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(5)
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(5)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Core Methods
(3)
Data Science & Analytics
(2)
Knowledge & Reasoning
(2)
Methods
(2)
Optimization & Theory
(2)
Reasoning
(2)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Paradigms
(1)
Keywords
variational inference
(3)
transformer architecture
(3)
causal inference
(3)
temporal point process
(3)
uncertainty quantification
(2)
attention mechanism
(2)
hyperparameter tuning
(1)
multivariate analysis
(1)
hyperparameter optimization
(1)
point process
(1)
language model
(1)
posterior approximation
(1)
neural architecture search
(1)
event stream
(1)
graphical model
(1)
probabilistic model
(1)
bayesian network
(1)
propensity score
(1)
multi-label classification
(1)
bayesian inference
(1)
Papers
Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation
AAAI 2025
SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models
EMNLP 2025
Concurrent Multi-Label Prediction in Event Streams
AAAI 2023
Influence-Aware Attention for Multivariate Temporal Point Processes
CLeaR 2023
Pairwise Causality Guided Transformers for Event Sequences
NeurIPS 2023
Probabilistic Attention-to-Influence Neural Models for Event Sequences
ICML 2023
Score-Based Learning of Graphical Event Models with Background Knowledge Augmentation
AAAI 2023
Causal Inference for Event Pairs in Multivariate Point Processes
NeurIPS 2021