Pengyu Hong
7 papers · 2004–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Ultra
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Deep Learning
(4)
Application Areas
(2)
Architectures
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Keywords
unsupervised learning
(1)
neural network pruning
(1)
link prediction
(1)
multi-task learning
(1)
probabilistic modeling
(1)
uncertainty quantification
(1)
graph structure
(1)
feature representation
(1)
clinical prediction
(1)
adversarial attack
(1)
deep neural network
(1)
ensemble method
(1)
bias mitigation
(1)
language model
(1)
node classification
(1)
lossless compression
(1)
influence function
(1)
electronic health record
(1)
nonparametric test
(1)
graph convolutional network
(1)
Papers
Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models
NAACL 2025
Characterizing the Influence of Graph Elements
ICLR 2023
On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections
ICLR 2021
Probabilistic Connection Importance Inference and Lossless Compression of Deep Neural Networks
ICLR 2020
Robust Detection of Adversarial Attacks by Modeling the Intrinsic Properties of Deep Neural Networks
NeurIPS 2018
Optimization in Multimodal Interpretation
ACL 2004
Performance Evaluation and Error Analysis for Multimodal Reference Resolution in a Conversation System
NAACL 2004