Chunqiu Steven Xia
3 papers · 2023–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (2) π Renaissance Researcher (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (12)
π§
Keyword Pioneer
β
The Questioner
(2)
Conferences
NIPS (2)
EMNLP (1)
Top co-authors
Keywords
large language model
(3)
code generation
(2)
software debugging
(1)
functional correctness
(1)
cognitive process
(1)
code evaluation
(1)
application programming interface
(1)
test case generation
(1)
data science
(1)
program synthesis
(1)
multi-agent system
(1)
patch generation
(1)
fault localization
(1)
adaptive bug handling
(1)
api constraint
(1)
numerical constraint
(1)
numeric constraint
(1)
data science library
(1)
api parameter
(1)
Papers
UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging
EMNLP 2025
Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs?
NIPS 2024
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation
NIPS 2023