vix.ing · top · new · best · stats · spec

Chang, Kevin Chen-Chuan

  1. Geom-GCN: Geometric Graph Convolutional Networks
    2020/02/13 by Hongbin Pei, Bingzhe Wei, Pei, Hongbin +7 · 140 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Domain Adaptation and Few-Shot Learning
  2. Towards Reasoning in Large Language Models: A Survey
    2022/12/20 by Jie Huang, Kevin Chen–Chuan Chang, Huang, Jie +1 · 147 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  3. Are Large Pre-Trained Language Models Leaking Your Personal Information?
    2022/05/25 by Jie Huang, Huang, Jie, Hanyin Shao +3 · 36 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Topic Modeling
  4. A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications
    2017/09/22 by Hongyun Cai, Cai, Hongyun, Vincent W. Zheng +3 · 20 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Caching and Content Delivery #Complex Network Analysis Techniques #FOS: Computer and information sciences
  5. Cascade Speculative Drafting for Even Faster LLM Inference
    2023/12/18 by Ziyi Chen, Xiaocong Yang, Chen, Ziyi +9 · 21 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
  6. Active Learning for Graph Embedding
    2017/05/15 by Hongyun Cai, Cai, Hongyun, Vincent W. Zheng +3 · 7 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
  7. Why Does ChatGPT Fall Short in Providing Truthful Answers?
    2023/04/20 by Shen Zheng, Zheng, Shen, Jie Huang +3 · 10 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Topic Modeling
  8. Topological Recurrent Neural Network for Diffusion Prediction
    2017/11/28 by Wang, Jia, Zheng, Vincent W., Liu, Zemin +1 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  9. RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models
    2023/08/15 by Jie Huang, Huang, Jie, Peng Xu +8 · 7 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  10. Quantifying Association Capabilities of Large Language Models and Its Implications on Privacy Leakage
    2023/05/22 by Hanyin Shao, Jie Huang, Shao, Hanyin +5 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Topic Modeling
  11. Understanding Jargon: Combining Extraction and Generation for Definition Modeling
    2021/11/14 by Jie Huang, Huang, Jie, Hanyin Shao +7 · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  12. Citation: A Key to Building Responsible and Accountable Large Language Models
    2023/07/05 by Jie Huang, Kevin Chen–Chuan Chang, Huang, Jie +1 · 5 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Open Source Software Innovations #Privacy-Preserving Technologies in Data
  13. GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond
    2023/09/28 by Shen Zheng, Yuyu Zhang, Zheng, Shen +12 · 1 voice · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
  14. Curvature Regularization to Prevent Distortion in Graph Embedding
    2020/11/28 by Hongbin Pei, Bingzhe Wei, Pei, Hongbin +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  15. Can Language Models Be Specific? How?
    2022/10/11 by Jie Huang, Kevin Chen–Chuan Chang, Huang, Jie +5 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  16. When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications
    2022/11/15 by Kevin Pei, Pei, Kevin, Ishan Jindal +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  17. DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships
    2022/12/20 by Chenzhengyi Liu, Jie Huang, Liu, Chenzhengyi +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  18. CCGen: Explainable Complementary Concept Generation in E-Commerce
    2023/05/19 by Huang, Jie, Gao, Yifan, Li, Zheng +7 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. Text Fact Transfer
    2023/10/23 by Nishant Balepur, Jie Huang, Balepur, Nishant +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  20. RL-based Query Rewriting with Distilled LLM for online E-Commerce Systems
    2025/01/29 by Duy Nguyen, Nguyen, Duy A., R. Mohan +6 · 2 citations
    Computer Science · #Advanced Database Systems and Queries #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies
  21. Ask To The Point: Open-Domain Entity-Centric Question Generation
    2023/10/21 by Yuxiang Liu, Jie Huang, Liu, Yuxiang +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  22. CONE: Community Oriented Network Embedding
    2017/09/05 by Carl Yang, Yang, Carl, Hanqing Lu +3 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Opinion Dynamics and Social Influence #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  23. ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation
    2024/10/20 by Kashob Kumar Roy, Pritom Saha Akash, Roy, Kashob Kumar +5 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling