Sijia Luo
5 papers · 2024–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (13) π Renaissance Researcher (7)
πΊοΈ
Taxonomy Completionist
(22)
Conferences
ACL (4)
NIPS (1)
Top co-authors
Keywords
large language model
(4)
chain-of-thought reasoning
(2)
reward modeling
(1)
code generation
(1)
document analysis
(1)
language model
(1)
tabular datum
(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
NIPS 2024