Derong Xu
11 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (8) πΊοΈ Taxonomy Completionist (34) π§ Keyword Pioneer π Conference Polyglot (5) π Interdisciplinary Bridge
π
Cross-Pollinator
(8)
ποΈ
Keyword Collector
(61)
π
Century Club
(10)
β‘
Prolific Year
(5)
Conferences
ACL (4)
COLING (3)
AAAI (2)
EMNLP (1)
IJCAI (1)
Top co-authors
Keywords
large language model
(3)
retrieval-augmented generation
(2)
reinforcement learning
(1)
link prediction
(1)
policy optimization
(1)
logical reasoning
(1)
optimal transport
(1)
knowledge graph reasoning
(1)
preference alignment
(1)
question answering
(1)
sarcasm detection
(1)
knowledge graph question answering
(1)
multi-modal learning
(1)
prompt learning
(1)
deep learning
(1)
visual question answering
(1)
structural learning
(1)
query expansion
(1)
user modeling
(1)
zero-shot learning
(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
Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
AAAI 2025
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation
ACL 2025
MLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval
COLING 2025
Visualization Recommendation with Prompt-based Reprogramming of Large Language Models
ACL 2024
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding
EMNLP 2024
TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing
IJCAI 2024
Alignment before Awareness: Towards Visual Question Localized-Answering in Robotic Surgery via Optimal Transport and Answer Semantics
COLING 2024
Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models
COLING 2024