Jiani Zhang
8 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (22) π Conference Polyglot Β· Silver
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The Questioner
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Machine Learning
(4)
Natural Language Processing
(3)
Core AI
(3)
Core Methods
(3)
Generation
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Applications Β· Natural Language Processing
(1)
Applications Β· Data Science & Analytics
(1)
Architectures
(1)
Learning Types Β· Machine Learning
(1)
Keywords
few-shot learning
(1)
transfer learning
(1)
maximum coverage
(1)
attention mechanism
(1)
in-context learning
(1)
natural language generation
(1)
text generation
(1)
sql generation
(1)
instruction tuning
(1)
uncertainty sampling
(1)
matrix completion
(1)
diffusion model
(1)
autoregressive model
(1)
knowledge graph embedding
(1)
node embedding
(1)
variational autoencoder
(1)
synthetic data
(1)
foundation model
(1)
latent space
(1)
active learning
(1)
Papers
What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects
EACL 2026
Towards Synergistic Path-based Explanations for Knowledge Graph Completion: Exploration and Evaluation
ICLR 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
NameGuess: Column Name Expansion for Tabular Data
EMNLP 2023
STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems
IJCAI 2019
Title-Guided Encoding for Keyphrase Generation
AAAI 2019