Hongbin Zhang
6 papers · 2014–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (12) π Conference Pioneer
π
Renaissance Researcher
(6)
Top co-authors
Research topics
Keywords
medical imaging
(1)
attention mechanism
(1)
machine translation
(1)
causal structure learning
(1)
conditional independence
(1)
bayesian network
(1)
hallucination mitigation
(1)
request scheduling
(1)
gpu cluster
(1)
rank constraint
(1)
radiology report generation
(1)
contrastive decoding
(1)
measurement error
(1)
disease description graph
(1)
informed prompting
(1)
visual feature alignment
(1)
large language model
(1)
conditional independence testing
(1)
source context
(1)
large language model serving
(1)
Papers
Efficient LLM Serving on Commodity GPU Clusters with Data-Reduced Cross-Instance Orchestration
OSDI 2026
Conditional Independent Test in the Presence of Measurement Error with Causal Structure Learning
IJCAI 2025
DDGIP: Radiology Report Generation Through Disease Description Graph and Informed Prompting
NAACL 2025
Loose Lesion Location Self-supervision Enhanced Colorectal Cancer Diagnosis
MICCAI 2024
Paying More Attention to Source Context: Mitigating Unfaithful Translations from Large Language Model
ACL 2024
Positive Unlabeled Learning for Deceptive Reviews Detection
EMNLP 2014