Zhengyuan Shen
12 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (26) π§ Keyword Pioneer π Conference Polyglot (4)
π₯
Mega-Team
(21)
π
Century Club
(10)
β‘
Prolific Year
(5)
Conferences
EMNLP (5)
ACL (3)
ICLR (3)
NAACL (1)
Top co-authors
Keywords
large language model
(4)
table understanding
(2)
model selection
(1)
maximum coverage
(1)
self-supervised learning
(1)
in-context learning
(1)
natural language generation
(1)
language model
(1)
prompt engineering
(1)
text generation
(1)
information retrieval
(1)
efficient computing
(1)
uncertainty sampling
(1)
structured output
(1)
autoregressive model
(1)
information extraction
(1)
tabular representation learning
(1)
text prompt
(1)
constrained decoding
(1)
natural language processing
(1)
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
DiscoverGPT: Multi-task Fine-tuning Large Language Model for Related Table Discovery
NAACL 2025
SLOT: Structuring the Output of Large Language Models
EMNLP 2025
IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs
EMNLP 2025
A Systematic Survey of Automatic Prompt Optimization Techniques
EMNLP 2025
Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling, and Zero-Shot Transfer
ICLR 2025
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
ICLR 2024
CoverICL: Selective Annotation for In-Context Learning via Active Graph Coverage
EMNLP 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