Xiaowei Yuan
8 papers · 2019–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(23)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(5)
Machine Learning
(4)
Natural Language Processing
(4)
Learning Types · Deep Learning
(3)
Resources & Methods
(3)
Architectures
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Knowledge & Reasoning
(1)
Generation
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
large language model
(5)
contextual knowledge
(2)
parametric knowledge
(2)
retrieval-augmented generation
(2)
question answering
(1)
pattern recognition
(1)
few-shot learning
(1)
latent variable model
(1)
in-context learning
(1)
convolutional neural network
(1)
language model
(1)
generative adversarial network
(1)
knowledge graph
(1)
pretraining corpus
(1)
knowledge integration
(1)
synthetic dataset
(1)
3d morphable model
(1)
heterogeneous knowledge
(1)
face reconstruction
(1)
information entropy
(1)
Papers
Efficient Prior-Guided Reasoning for Robust Retrieval-Augmented Generation under Conflicts
ACL 2026
R³A: Reinforced Reasoning for Relevance Assessment for RAG in User-Generated Content Platforms
ACL 2026
Exploiting Contextual Knowledge in LLMs through 𝒱-usable Information based Layer Enhancement
ACL 2025
KMatrix-2: A Comprehensive Heterogeneous Knowledge Collaborative Enhancement Toolkit for Large Language Model
EMNLP 2025
Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint
ACL 2024
Improving Zero-shot LLM Re-Ranker with Risk Minimization
EMNLP 2024
On the In-context Generation of Language Models
EMNLP 2024
Face De-Occlusion Using 3D Morphable Model and Generative Adversarial Network
ICCV 2019