Zhang, Jiani

1. Dynamic Key-Value Memory Networks for Knowledge Tracing
   2016/11/24 by Jiani Zhang, Zhang, Jiani, Xingjian Shi +5 · 25 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics #Topic Modeling
2. Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
   2023/10/14 by Hengrui Zhang, Jiani Zhang, Zhang, Hengrui +13 · 49 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare
3. GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs
   2018/03/20 by Jiani Zhang, Xingjian Shi, Zhang, Jiani +10 · 14 citations
   Computer Science · Neuroscience · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
4. STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems
   2019/05/27 by Jiani Zhang, Zhang, Jiani, Xingjian Shi +5 · 7 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Social and Information Networks (cs.SI) #Topic Modeling
5. PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction
   2023/02/24 by Shichang Zhang, Jiani Zhang, Zhang, Shichang +11 · 8 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science
6. Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection
   2023/10/30 by Costas Mavromatis, Mavromatis, Costas, Balasubramaniam Srinivasan +11 · 8 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
7. OpenTab: Advancing Large Language Models as Open-domain Table Reasoners
   2024/02/22 by Kezhi Kong, Jiani Zhang, Kong, Kezhi +13 · 9 citations
   Computer Science · Decision Sciences · #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
8. Title-Guided Encoding for Keyphrase Generation
   2018/08/26 by Wang Chen, Yifan Gao, Chen, Wang +7 · 4 citations
   Computer Science · #Advanced Text Analysis Techniques #Information Retrieval and Search Behavior
9. NameGuess: Column Name Expansion for Tabular Data
   2023/10/19 by Jiani Zhang, Zhang, Jiani, Zhengyuan Shen +9 · 5 citations
   Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
10. A Randomized Tensor Singular Value Decomposition based on the t-product
    2016/09/22 by Zhang, Jiani, Saibaba, Arvind K., Kilmer, Misha +1 · 2 citations
    #FOS: Mathematics #Numerical Analysis (math.NA)
11. MLZero: A Multi-Agent System for End-to-end Machine Learning Automation
    2025/05/20 by Haoyang Fang, Boran Han, Fang, Haoyang +22 · 6 citations
    Computer Science · #Data Stream Mining Techniques
12. KGExplainer: Towards Exploring Connected Subgraph Explanations for Knowledge Graph Completion
    2024/04/05 by Tengfei Ma, Ma, Tengfei, Xiang Song +15 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Semantic Web and Ontologies
13. OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular Data Repositories
    2024/03/12 by Christos Koutras, Koutras, Christos, Jiani Zhang +13 · 2 citations
    Computer Science · #Advanced Database Systems and Queries #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences #Semantic Web and Ontologies
14. CoddLLM: Empowering Large Language Models for Data Analytics
    2025/02/01 by Jiani Zhang, Zhang, Jiani, Hengrui Zhang +15 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data Technologies and Applications #Data Mining Algorithms and Applications #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences
15. What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects
    2025/01/24 by Naihao Deng, Sheng Zhang, Deng, Naihao +17 · 2 citations
    Computer Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics #Statistics Education and Methodologies
16. DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation
    2025/05/20 by He Wang, Wang, He, Alexander Hanbo Li +15 · 2 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #FOS: Computer and information sciences #Online Learning and Analytics