Author

Qingyao Ai

Observed names: Ai, Qingyao, Haitao Li

Institutions: Rutgers, The State University of New Jersey, Quan Cheng Laboratory, Renmin University of China, Tsinghua University

Observed institutions: Rutgers, The State University of New Jersey, University of Utah, Huawei Technologies (China), University of Massachusetts Amherst, National Engineering Research Center for Information Technology in Agriculture, Beijing National Research Center for Information Science and Technology, Quan Cheng Laboratory, Renmin University of China, Tsinghua University

ORCID: 0000-0002-5030-709X

Observed ORCID: 0000-0002-5030-709X

OpenAlex ID: A5089655391

A Deep Relevance Matching Model for Ad-hoc Retrieval

2016 · Jiafeng Guo, Yixing Fan, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 817

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Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation

2018 · Qingyao Ai, Vahid Azizi, et al. · Algorithms · 514

A Deep Look into neural ranking models for information retrieval

2019 · Jiafeng Guo, Yixing Fan, et al. · Information Processing & Management · 380

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Towards Conversational Search and Recommendation

2018 · Yongfeng Zhang, Xu Chen, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 316

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Joint Representation Learning for Top-N Recommendation with Heterogeneous Information Sources

2017 · Yongfeng Zhang, Qingyao Ai, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 306

Unbiased Learning to Rank with Unbiased Propensity Estimation

2018 · Qingyao Ai, Keping Bi, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 204

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aNMM

2016 · Liu Yang, Qingyao Ai, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 175

DRAGIN: Dynamic Retrieval Augmented Generation based on the Real-time Information Needs of Large Language Models

2024 · Weihang Su, Yichen Tang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 135

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Learning a Hierarchical Embedding Model for Personalized Product Search

2017 · Qingyao Ai, Yongfeng Zhang, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 135

SetRank

2020 · Liang Pang, Jun Xu, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 127

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Personalized Key Frame Recommendation

2017 · Xu Chen, Yongfeng Zhang, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 104

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Information Retrieval meets Large Language Models: A strategic report from Chinese IR community

2023 · Qingyao Ai, Ting Bai, et al. · AI Open · 100

SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval

2023 · Haitao Li, Qingyao Ai, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 98

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Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models

2024 · Weihang Su, Changyue Wang, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 81

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Analysis of the Paragraph Vector Model for Information Retrieval

2016 · Qingyao Ai, Liu Yang, et al. · ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR) · 68

Semantic Matching by Non-Linear Word Transportation for Information Retrieval

2016 · Jiafeng Guo, Yixing Fan, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 65

Explainable Product Search with a Dynamic Relation Embedding Model

2019 · Qingyao Ai, Yongfeng Zhang, et al. · ACM Transactions on Information Systems · 63

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Beyond Factoid QA: Effective Methods for Non-factoid Answer Sentence Retrieval

2016 · Liu Yang, Qingyao Ai, et al. · Lecture notes in computer science · 63

Unbiased Learning to Rank

2021 · Qingyao Ai, Tao Yang, et al. · ACM Transactions on Information Systems · 59

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Conversational Product Search Based on Negative Feedback

2019 · Keping Bi, Qingyao Ai, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 59

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aNMM: Ranking Short Answer Texts with Attention-Based Neural Matching Model

2018 · Yang, Liu, Ai, Qingyao, et al. · arXiv (Cornell University) · 59

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Characterizing Email Search using Large-scale Behavioral Logs and Surveys

2017 · Qingyao Ai, Susan T. Dumais, et al. · International World Wide Web Conference (WWW) · 55

A Transformer-based Embedding Model for Personalized Product Search

2020 · Keping Bi, Qingyao Ai, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 53

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Sequential Recommendation with Latent Relations based on Large Language Model

2024 · Shenghao Yang, Weizhi Ma, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 46

Parametric Retrieval Augmented Generation

2025 · Weihang Su, Yichen Tang, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 39

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Works count: 195

Citation count: 5,551

H-index: 32

I10-index: 85