Xiaojun Ma
7 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
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The Questioner
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Research topics
Deep Learning
(5)
Artificial Intelligence
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Core AI
(3)
Models
(3)
Computer Vision
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Core Methods
(1)
Domain-Specific
(1)
Generation
(1)
Keywords
large language model
(3)
benchmark evaluation
(1)
decision making
(1)
scalable learning
(1)
hierarchical learning
(1)
graph representation learning
(1)
chain-of-thought reasoning
(1)
code generation
(1)
gaussian distribution
(1)
graph transformer
(1)
node classification
(1)
multimodal large language model
(1)
table question answering
(1)
zero-shot generation
(1)
node representation
(1)
data analysis
(1)
network embedding
(1)
neuro-symbolic computing
(1)
table processing
(1)
large-scale graph
(1)
Papers
Not All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement Learning
ACL 2026
SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets
AAAI 2026
Large Language Models for Predictive Analysis: How Far Are They?
ACL 2025
SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection
EMNLP 2025
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries
AAAI 2024
Hierarchical Transformer for Scalable Graph Learning
IJCAI 2023
Tag2Gauss: Learning Tag Representations via Gaussian Distribution in Tagged Networks
IJCAI 2019