Derong Xu
11 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (35) ποΈ Keyword Collector (65)
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Renaissance Researcher
(6)
Venues
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Research topics
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(5)
Natural Language Processing
(5)
Deep Learning
(4)
Applications
(4)
Learning Paradigms
(4)
Learning Types
(3)
Application Areas
(2)
Core Methods
(2)
Resources & Methods
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Keywords
large language model
(3)
retrieval-augmented generation
(3)
zero-shot learning
(1)
policy optimization
(1)
logical reasoning
(1)
visual question answering
(1)
preference alignment
(1)
structural learning
(1)
question answering
(1)
multimodal learning
(1)
sarcasm detection
(1)
knowledge graph question answering
(1)
prompt learning
(1)
deep learning
(1)
knowledge graph reasoning
(1)
optimal transport
(1)
query expansion
(1)
user modeling
(1)
graph structure learning
(1)
link prediction
(1)
Papers
Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory
ACL 2026
Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval
AAAI 2026
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs
ACL 2025
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation
ACL 2025
Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
AAAI 2025
MLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval
COLING 2025
Alignment before Awareness: Towards Visual Question Localized-Answering in Robotic Surgery via Optimal Transport and Answer Semantics
COLING 2024
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding
EMNLP 2024
Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models
COLING 2024
TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing
IJCAI 2024
Visualization Recommendation with Prompt-based Reprogramming of Large Language Models
ACL 2024