Pengyu Hong
7 papers · 2004–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (21) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10)
π
Cross-Pollinator
(15)
Conferences
ICLR (3)
NAACL (2)
ACL (1)
NIPS (1)
Top co-authors
Keywords
unsupervised learning
(1)
multi-task learning
(1)
probabilistic modeling
(1)
uncertainty quantification
(1)
feature representation
(1)
clinical prediction
(1)
deep neural network
(1)
ensemble method
(1)
language model
(1)
electronic health record
(1)
adversarial attack detection
(1)
hidden neuron
(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
NIPS 2018
Performance Evaluation and Error Analysis for Multimodal Reference Resolution in a Conversation System
NAACL 2004
Optimization in Multimodal Interpretation
ACL 2004