Qinggang Zhang
13 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π£ Hot Topic Early Bird π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (21)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(6)
π
Century Club
(11)
β‘
Prolific Year
(5)
Conferences
ACL (5)
AAAI (3)
NIPS (3)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
large language model
(7)
knowledge graph
(6)
retrieval-augmented generation
(4)
reinforcement learning
(1)
embedding learning
(1)
collaborative filtering
(1)
knowledge extraction
(1)
preference learning
(1)
in-context learning
(1)
prompt engineering
(1)
scene graph
(1)
graph structure
(1)
sql generation
(1)
thompson sampling
(1)
multi-armed bandit
(1)
visual question answering
(1)
cross-modal alignment
(1)
world model
(1)
proximal policy optimization
(1)
feature extraction
(1)
Papers
LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning
ACL 2026
Augmenting Intra-Modal Understanding in MLLMs for Robust Multimodal Keyphrase Generation
AAAI 2026
LogicPoison: Logical Attacks on Graph Retrieval-Augmented Generation
ACL 2026
LLM Collaborative Filtering: User-Item Graph as New Language
AAAI 2026
You Donβt 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
KnowGPT: Knowledge Graph based Prompting for Large Language Models
NIPS 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
Cost-efficient Knowledge-based Question Answering with Large Language Models
NIPS 2024
Entity Alignment with Noisy Annotations from Large Language Models
NIPS 2024