Nengjun Zhu
5 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Applications
(2)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Clinical
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
knowledge base question answering
(2)
logical form
(2)
multi-task learning
(1)
variational inference
(1)
semantic parsing
(1)
information retrieval
(1)
surrogate model
(1)
evolutionary algorithm
(1)
multi-hop reasoning
(1)
automated machine learning
(1)
pipeline optimization
(1)
reasoning path
(1)
user intent
(1)
sequential behavior
(1)
dynamic modeling
(1)
hypergraph representation
(1)
intent modeling
(1)
large language model
(1)
next-item recommendation
(1)
therapy recommendation
(1)
Papers
DFRec: Dual Fluctuation Modeling of Multi-level Intent Evolution for Next-Item Recommendation
AAAI 2026
Generating then Refining for Reliable Knowledge Base Question Answering
ACL 2026
ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model
AAAI 2025
Promoting Knowledge Base Question Answering by Directing LLMs to Generate Task-relevant Logical Forms
AAAI 2025
R2V-MIF: Rule-to-Vector Contrastive Learning and Multi-channel Information Fusion for Therapy Recommendation
IJCAI 2024