Yao Xu
11 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (34) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
π
Conference Pioneer
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Prolific Year Β· Productive
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Century Club Β· Bronze
ποΈ
Keyword Collector
(65)
Top co-authors
Research topics
Artificial Intelligence
(8)
Machine Learning
(7)
Core AI
(7)
Deep Learning
(5)
Natural Language Processing
(4)
Learning Types Β· Machine Learning
(4)
Application Areas
(3)
Applications
(3)
Core Methods
(3)
Learning Paradigms
(3)
Learning Types Β· Deep Learning
(3)
Knowledge & Reasoning
(2)
Architectures
(2)
Optimization & Theory
(2)
Reasoning
(2)
Keywords
large language model
(4)
complex reasoning
(3)
knowledge distillation
(3)
knowledge graph
(2)
query embedding
(2)
complex query answering
(2)
transfer learning
(2)
domain adaptation
(1)
knowledge graph question answering
(1)
reinforcement learning
(1)
chain-of-thought reasoning
(1)
automatic speech recognition
(1)
knowledge graph reasoning
(1)
question answering
(1)
metric learning
(1)
monte carlo tree search
(1)
knowledge editing
(1)
canonical correlation analysis
(1)
knowledge graph embedding
(1)
feature space
(1)
Papers
Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering
COLING 2025
LLaSA: Large Language and Structured Data Assistant
NAACL 2025
Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks
AAAI 2025
Search-in-Context: Efficient Multi-Hop QA over Long Contexts via Monte Carlo Tree Search with Dynamic KV Retrieval
ACL 2025
Self-Improvement for Audio Large Language Model using Unlabeled Speech
Interspeech 2025
From Instance Training to Instruction Learning: Task Adapters Generation from Instructions
NeurIPS 2024
Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering
EMNLP 2024
MoDE-CoTD: Chain-of-Thought Distillation for Complex Reasoning Tasks with Mixture of Decoupled LoRA-Experts
COLING 2024
Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network
ACL 2023
Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs
EMNLP 2023
Task-Driven Common Representation Learning via Bridge Neural Network
AAAI 2019