Qinggang Zhang
13 papers · 2024–2026 · 5 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (28) 🤝 Dynamic Duo (11)
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Venues
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Research topics
Artificial Intelligence
(10)
Natural Language Processing
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Core AI
(10)
Applications
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Machine Learning
(4)
Generation
(3)
Resources & Methods
(3)
Core Methods
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Learning Paradigms
(1)
Learning Types
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Methods
(1)
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(1)
Keywords
large language model
(8)
knowledge graph
(6)
retrieval-augmented generation
(5)
database schema
(2)
collaborative filtering
(1)
visual question answering
(1)
feature extraction
(1)
prompt engineering
(1)
embedding learning
(1)
scene graph
(1)
graph structure
(1)
sql generation
(1)
thompson sampling
(1)
in-context learning
(1)
cross-modal alignment
(1)
multi-armed bandit
(1)
world model
(1)
proximal policy optimization
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noisy label
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preference learning
(1)
Papers
Augmenting Intra-Modal Understanding in MLLMs for Robust Multimodal Keyphrase Generation
AAAI 2026
LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning
ACL 2026
LLM Collaborative Filtering: User-Item Graph as New Language
AAAI 2026
LogicPoison: Logical Attacks on Graph Retrieval-Augmented Generation
ACL 2026
You Don’t Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures
AAAI 2026
Efficient Integration of External Knowledge to LLM-based World Models via Retrieval-Augmented Generation and Reinforcement Learning
EMNLP 2025
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation
ACL 2025
Structure-Guided Large Language Models for Text-to-SQL Generation
ICML 2025
Cost-efficient Knowledge-based Question Answering with Large Language Models
NeurIPS 2024
Entity Alignment with Noisy Annotations from Large Language Models
NeurIPS 2024
KnowGPT: Knowledge Graph based Prompting for Large Language Models
NeurIPS 2024
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM
ACL 2024
Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question Answering
ACL 2024