Xiaoyu Hu

3 papers · 2022–2025 · 3 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 · Silver 🗺️ Taxonomy Completionist (10)

Venues

AAAI (1) COLING (1) EMNLP (1)

Top co-authors

Xu Zhang (2) Deyu Zhou (2) Yanzheng Xiang (1) Zexu Lin (1) Zhenhua Lin (1) Lin Li (1) Zejie Liu (1)

Research topics

Machine Learning (3) Core Methods (3) Natural Language Processing (2) Generation (2) Artificial Intelligence (1) Computer Science (1) Deep Learning (1) Applications (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

transfer learning (1) code generation (1) flowchart parsing (1) program synthesis (1) graph structure (1) source code (1) redundancy reduction (1) adaptive algorithm (1) pre-trained language model (1) negative transfer (1) exposure bia (1) functional linear regression (1) lasso penalty (1) code summarization (1) posterior drift (1) two-stage model (1)

Papers

Transfer Learning Meets Functional Linear Regression: No Negative Transfer Under Posterior Drift AAAI 2025 Reduce Redundancy Then Rerank: Enhancing Code Summarization with a Novel Pipeline Framework COLING 2024 Code Generation From Flowcharts with Texts: A Benchmark Dataset and An Approach EMNLP 2022