Zhengyuan Shen
12 papers · 2023–2026 · 4 venues · across top CS/AI venues
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large language model
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table understanding
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text generation
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sql generation
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Papers
SQL-Trail: Multi-Turn Reinforcement Learning with Interleaved Feedback for Text-to-SQL
ACL 2026
When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors
ACL 2026
A Systematic Survey of Automatic Prompt Optimization Techniques
EMNLP 2025
DiscoverGPT: Multi-task Fine-tuning Large Language Model for Related Table Discovery
NAACL 2025
IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs
EMNLP 2025
Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling, and Zero-Shot Transfer
ICLR 2025
SLOT: Structuring the Output of Large Language Models
EMNLP 2025
CoverICL: Selective Annotation for In-Context Learning via Active Graph Coverage
EMNLP 2024
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
ICLR 2024
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners
ICLR 2024
Automatic Table Union Search with Tabular Representation Learning
ACL 2023
NameGuess: Column Name Expansion for Tabular Data
EMNLP 2023