Nan Hu
18 papers · 2013–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (48) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(99)
π
Trend Setter
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
β
The Questioner
π
Renaissance Researcher
(7)
Top co-authors
Research topics
Natural Language Processing
(14)
Applications
(9)
Artificial Intelligence
(8)
Machine Learning
(8)
Deep Learning
(7)
Core AI
(7)
Resources & Methods
(7)
Learning Types Β· Machine Learning
(6)
Generation
(4)
Computer Science
(3)
Knowledge & Reasoning
(3)
Mathematics & Optimization
(3)
Core Methods
(3)
Learning Types Β· Deep Learning
(3)
Optimization
(3)
Keywords
large language model
(5)
table understanding
(3)
knowledge graph
(3)
retrieval-augmented generation
(3)
fact verification
(3)
graph matching
(3)
question answering
(2)
graph laplacian
(2)
evidence extraction
(2)
dialogue system
(2)
multi-hop reasoning
(2)
heat kernel
(2)
pre-trained language model
(2)
knowledge editing
(1)
knowledge distillation
(1)
text classification
(1)
self-supervised learning
(1)
domain adaptation
(1)
benchmark evaluation
(1)
collaborative filtering
(1)
Papers
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Long-tail Knowledge
ACL 2026
TaxReasoning: Benchmarking Knowledge-Intensive Mathematical Reasoning with Evolving Tax Laws
AAAI 2026
Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs
ACL 2025
HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding
AAAI 2025
My AI Agent Feels Gray on Her Period
NeurIPS 2025
Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges
ACL 2025
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering
EMNLP 2024
Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data
NAACL 2024
MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing
ACL 2024
Enhancing Structured Evidence Extraction for Fact Verification
EMNLP 2023
UnifEE: Unified Evidence Extraction for Fact Verification
EACL 2023
DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding
AAAI 2022
Dual-Channel Evidence Fusion for Fact Verification over Texts and Tables
NAACL 2022
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction
ACL 2022
Convolutional Neural Collaborative Filtering with Stacked Embeddings
ACML 2019
Distributable Consistent Multi-Object Matching
CVPR 2018
Stable and Informative Spectral Signatures for Graph Matching
CVPR 2014
Graph Matching with Anchor Nodes: A Learning Approach
CVPR 2013