Songtao Wang
4 papers · 2018–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Artificial Intelligence
(2)
Core AI
(2)
Computer Science
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Machine Learning
(1)
Natural Language Processing
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Generation
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Systems
(1)
Keywords
large language model
(2)
uncertainty quantification
(1)
distributed learning
(1)
feedback generation
(1)
posterior distribution
(1)
algorithm design
(1)
distributed machine learning
(1)
probabilistic graphical model
(1)
language model
(1)
human-ai collaboration
(1)
network performance
(1)
gradient synchronization
(1)
network topology
(1)
dialogue system
(1)
parallel training
(1)
probabilistic graphical modeling
(1)
network communication
(1)
communicative skill
(1)
medical coaching
(1)
communicative coaching
(1)
Papers
BayesAgent: Bayesian Agentic Reasoning Under Uncertainty via Verbalized Probabilistic Graphical Modeling
AAAI 2026
Benchmarking Large Language Models on Communicative Medical Coaching: A Dataset and a Novel System
ACL 2024
NormalGAN: Learning Detailed 3D Human from a Single RGB-D Image
ECCV 2020
BML: A High-performance, Low-cost Gradient Synchronization Algorithm for DML Training
NeurIPS 2018