Xiaojun Ma
7 papers · 2019–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β
The Questioner
Conferences
AAAI (2)
ACL (2)
IJCAI (2)
EMNLP (1)
Top co-authors
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