Chunqiu Steven Xia

3 papers · 2023–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) ❓ The Questioner (2)

Venues

NeurIPS (2) EMNLP (1)

Top co-authors

LINGMING ZHANG (3) Zhouruixing Zhu (1) Yuyao Wang (1) Meiziniu Li (1) Jiawei Liu (1) Yinlin Deng (1) Cheryl Lee (1) Jen-tse Huang (1) Zhezhen Cao (1) Jia-Wei Liu (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Natural Language Processing (2) Resources & Methods (2) Computer Science (1) Deep Learning (1) Application Areas (1) Applications (1) Learning Types (1) Models (1)

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? NeurIPS 2024 Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation NeurIPS 2023