Xuebing Liu
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Top co-authors
Research topics
Natural Language Processing
(5)
Resources & Methods
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Application Areas
(3)
Core AI
(3)
Computer Science
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
knowledge editing
(2)
model compression
(1)
knowledge distillation
(1)
question answering
(1)
information retrieval
(1)
model merging
(1)
document retrieval
(1)
diffusion model
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
mixture of expert
(1)
parameter update
(1)
retrieval-augmented generation
(1)
constrained decoding
(1)
knowledge forgetting
(1)
generative retrieval
(1)
sequence-to-sequence model
(1)
knowledge enhancement
(1)
large language model
(1)
Papers
GenPoE: Generative Passage-level Mixture of Experts for Knowledge Enhancement of LLMs
EMNLP 2025
SeqMMR: Sequential Model Merging and LLM Routing for Enhanced Batched Sequential Knowledge Editing
ACL 2025
Wasserstein Distance Constraint and Parameter Sparsification for Batched and Iterative Knowledge Editing
AAAI 2025
COMEM: In-Context Retrieval-Augmented Mass-Editing Memory in Large Language Models
NAACL 2024
DistillMIKE: Editing Distillation of Massive In-Context Knowledge Editing in Large Language Models
ACL 2024
DiffusionRet: Diffusion-Enhanced Generative Retriever using Constrained Decoding
EMNLP 2023