Xiyuan Du
3 papers · 2024–2025 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Keywords
ensemble learning
(1)
information bottleneck
(1)
knowledge transfer
(1)
knowledge editing
(1)
model merging
(1)
mutual information
(1)
probabilistic reasoning
(1)
model ensemble
(1)
parameter update
(1)
noise filtering
(1)
retrieval-augmented generation
(1)
multi-hop question answering
(1)
beam search
(1)
knowledge retrieval
(1)
text compression
(1)
retrieval-augmented reasoning
(1)
knowledge aggregation
(1)
probabilistic aggregation
(1)
reasoning path
(1)
knowledge update
(1)
Papers
One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit
ACL 2025
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation
ACL 2024
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering
ACL 2024