World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
54
Citations
14355
World Ranking
4497
National Ranking
179

Overview

Jian-Yun Nie is affiliated with the University of Montreal in Canada. Their research primarily spans the field of Computer Science, with a focus on Artificial Intelligence, Information Systems, Molecular Biology, Computer Vision and Pattern Recognition, and Oncology.

The scientist's work covers several main topics, including:

  • Topic Modeling
  • Natural Language Processing Techniques
  • Multimodal Machine Learning Applications
  • Speech and Dialogue Systems
  • Recommender Systems and Techniques
  • Text and Document Classification Technologies
  • Advanced Graph Neural Networks

Jian-Yun Nie has frequently published in a variety of venues, reflecting a concentration in computational and interdisciplinary research. Key publication venues include:

  • arXiv (Cornell University)
  • ACM Transactions on Information Systems
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • Insects
  • SSRN Electronic Journal

The scientist's recent papers demonstrate engagement with both foundational and applied research topics. Notable recent publications include:

  • "A Survey of Large Language Models", 2023, arXiv (Cornell University)
  • "Activation of PI3K/AKT/mTOR Pathway Causes Drug Resistance in Breast Cancer", 2021, Frontiers in Pharmacology
  • "Pre-Trained Language Models for Text Generation: A Survey", 2024, ACM Computing Surveys
  • "Pretrained Language Models for Text Generation: A Survey", 2022, arXiv (Cornell University)
  • "SEDNN: Shared and enhanced deep neural network model for cross-prompt automated essay scoring", 2020, Knowledge-Based Systems

The scientist collaborates frequently with several coauthors, indicating sustained partnerships in research efforts. These collaborators include:

  • Fengran Mo
  • Ji-Rong Wen
  • Zhicheng Dou
  • Junyi Li
  • Wayne Xin Zhao

Best Publications

  • RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space

    Zhiqing Sun;Zhi-Hong Deng;Jian-Yun Nie;Jian Tang

  • A Neural Network Approach to Context-Sensitive Generation of Conversational Responses

    Alessandro Sordoni;Michel Galley;Michael Auli;Chris Brockett

  • Probabilistic query expansion using query logs

    Hang Cui;Ji-Rong Wen;Jian-Yun Nie;Wei-Ying Ma

  • Clustering user queries of a search engine

    Ji-Rong Wen;Jian-Yun Nie;Hong-Jiang Zhang

  • Query Clustering Using User Logs

    Ji-Rong Wen;Jian-Yun Nie;HongJiang Zhang

  • Selecting good expansion terms for pseudo-relevance feedback

    Guihong Cao;Jian-Yun Nie;Jianfeng Gao;Stephen Robertson

  • A Hierarchical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion

    Alessandro Sordoni;Yoshua Bengio;Hossein Vahabi;Christina Lioma

  • Query expansion by mining user logs

    Hang Cui;Ji-Rong Wen;Jian-Yun Nie;Wei-Ying Ma

  • Cross-language information retrieval based on parallel texts and automatic mining of parallel texts from the Web

    Jian-Yun Nie;Michel Simard;Pierre Isabelle;Richard Durand

  • Dependence language model for information retrieval

    Jianfeng Gao;Jian-Yun Nie;Guangyuan Wu;Guihong Cao

  • Query expansion using term relationships in language models for information retrieval

    Jing Bai;Dawei Song;Peter Bruza;Jian-Yun Nie

  • Integrating word relationships into language models

    Guihong Cao;Jian-Yun Nie;Jing Bai

  • Improving query translation for cross-language information retrieval using statistical models

    Jianfeng Gao;Jian-Yun Nie;Endong Xun;Jian Zhang

  • Cross-Language Information Retrieval

    Jian-Yun Nie

  • Combining classifiers for robust PICO element detection

    Florian Boudin;Jian-Yun Nie;Joan C Bartlett;Roland M Grad

  • Embedding web-based statistical translation models in cross-language information retrieval

    Wessel Kraaij;Jian-Yun Nie;Michel Simard

  • Using query contexts in information retrieval

    Jing Bai;Jian-Yun Nie;Guihong Cao;Hugues Bouchard

  • VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification

    Zhibin Lu;Pan Du;Jian-Yun Nie

  • Clustering web queries

    Ji-Rong Wen;Jian-Yun Nie;Ming-Jing Li;Hong-Jiang Zhang

  • Smoothing clickthrough data for web search ranking

    Jianfeng Gao;Wei Yuan;Xiao Li;Kefeng Deng

  • Linear discriminant model for information retrieval

    Jianfeng Gao;Haoliang Qi;Xinsong Xia;Jian-Yun Nie

Frequent Co-Authors

Jianfeng Gao
Jianfeng Gao Microsoft (United States)
Ji-Rong Wen
Ji-Rong Wen Renmin University of China
Wayne Xin Zhao
Wayne Xin Zhao Renmin University of China
Ming Zhou
Ming Zhou Langboat Technology
Jian Tang
Jian Tang Syracuse University
Kam-Fai Wong
Kam-Fai Wong Chinese University of Hong Kong
Shaoping Ma
Shaoping Ma Tsinghua University
Pierre Pluye
Pierre Pluye McGill University
Laurette Dubé
Laurette Dubé McGill University

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