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Xiaoming Yin

3 papers · 2025–2026 · 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 · Bronze

Venues

ACL (1) COLING (1) EMNLP (1)

Top co-authors

Han Weng (3) Xing Chen (2) Boyi Liu (2) Yuanfeng Song (2) Yi Zhan (2) Yang Sun (2) Yingxiang Yang (2) Qianru Zhang (1) Wentao Zhang (1) Zhou Liu (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Deep Learning (1) Natural Language Processing (1) Architectures (1) Core Methods (1) Generation (1) Learning Types (1)

Keywords

graph matching (2) reward model (1) autonomous agent (1) graph contrastive learning (1) functional correctness (1) large language model (1) graph neural network (1) data analytics (1) relational operator tree (1) common table expression (1) cross-source linkage (1) reinforcement learning (1) insight extraction (1)

Papers

UniDataBench: Evaluating Data Analytics Agents Across Structured and Unstructured Data ACL 2026 Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward EMNLP 2025 Towards Database-Free Text-to-SQL Evaluation: A Graph-Based Metric for Functional Correctness COLING 2025