Sijia Luo
5 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(23)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(4)
Natural Language Processing
(4)
Deep Learning
(3)
Generation
(3)
Learning Types · Machine Learning
(3)
Computer Science
(2)
Applications · Computer Science
(2)
Applications · Natural Language Processing
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Keywords
large language model
(4)
chain-of-thought reasoning
(2)
reward modeling
(1)
code generation
(1)
document analysis
(1)
language model
(1)
tabular data
(1)
real-world task
(1)
spreadsheet manipulation
(1)
table understanding
(1)
multi-round inference
(1)
distant supervision
(1)
reward signal
(1)
key-value cache compression
(1)
chain of thought
(1)
unit test
(1)
reasoning process
(1)
performance improvement
(1)
inference scaling
(1)
real-world dataset
(1)
Papers
Sparse-RL: Breaking the Memory Wall in LLM Reinforcement Learning via Stable Sparse Rollouts
ACL 2026
CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis
ACL 2025
Dynamic Scaling of Unit Tests for Code Reward Modeling
ACL 2025
TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios
ACL 2025
SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation
NeurIPS 2024