Xuhui Jiang
12 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26) 🌍 Conference Polyglot · Silver 🗃️ Keyword Collector (51) ⚡ Prolific Year · Productive
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI
(9)
Natural Language Processing
(8)
Machine Learning
(5)
Applications · Natural Language Processing
(4)
Deep Learning
(3)
Resources & Methods
(3)
Knowledge & Reasoning
(2)
Application Areas
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Representation
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Keywords
large language model
(6)
knowledge graph
(3)
retrieval-augmented generation
(3)
synthetic data generation
(2)
contrastive learning
(2)
entity alignment
(2)
faithful reasoning
(2)
knowledge graph completion
(2)
multimodal learning
(2)
synthetic data
(1)
multimodal retrieval
(1)
inductive reasoning
(1)
question answering
(1)
knowledge base
(1)
privacy-preserving learning
(1)
semantic parsing
(1)
encrypted data
(1)
instruction fine-tuning
(1)
continual pre-training
(1)
question generation
(1)
Papers
Continual Pretraining on Encrypted Synthetic Data for Privacy-Preserving LLMs
EACL 2026
DataArc-SynData-Toolkit: A Unified Closed-Loop Framework for Multi-Path, Multimodal, and Multilingual Data Synthesis
ACL 2026
Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning
AAAI 2025
Differentiated Vision: Unveiling Entity-Specific Visual Modality Requirements for Multimodal Knowledge Graph
EMNLP 2025
LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data
ACL 2025
Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion
NAACL 2025
Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation
ICLR 2025
VLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training
EMNLP 2025
MM-ChatAlign: A Novel Multimodal Reasoning Framework based on Large Language Models for Entity Alignment
EMNLP 2024
Unlocking the Power of Large Language Models for Entity Alignment
ACL 2024
ReFSQL: A Retrieval-Augmentation Framework for Text-to-SQL Generation
EMNLP 2023
Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases
COLING 2022