Tao Yang

2025

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Token Pruning Optimization for Efficient Multi-vector Dense Retrieval.
Shanxiu He|Mutasem Al-Darabsah|Suraj Nair|Jonathan May|Tarun Agarwal|Tao Yang|Choon Hui Teo
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part I
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LSTM-Based Selective Dense Text Retrieval Guided by Sparse Lexical Retrieval.
Yingrui Yang|Parker Carlson|Yifan Qiao|Wentai Xie|Shanxiu He|Tao Yang
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part I
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Dynamic Superblock Pruning for Fast Learned Sparse Retrieval.
Parker Carlson|Wentai Xie|Shanxiu He|Tao Yang
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
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Low-Cost Document Retrieval with Dense Pseudo-Query Encoding.
Shanxiu He|Wentai Xie|Yifan Qiao|Parker Carlson|Tao Yang
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

2024

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On Adaptive Knowledge Distillation with Generalized KL-Divergence Loss for Ranking Model Refinement.
Yingrui Yang|Shanxiu He|Tao Yang
Proceedings of the 2024 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2024, Washington, DC, USA, 13 July 2024
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Cluster-based Partial Dense Retrieval Fused with Sparse Text Retrieval.
Yingrui Yang|Parker Carlson|Shanxiu He|Yifan Qiao|Tao Yang
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
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Weighted KL-Divergence for Document Ranking Model Refinement.
Yingrui Yang|Yifan Qiao|Shanxiu He|Tao Yang
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

2023

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Privacy-aware document retrieval with two-level inverted indexing.
Yifan Qiao|Shiyu Ji|Changhai Wang|Jinjin Shao|Tao Yang
Discover Computing 2023 Volume 26 Issue 1
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Balanced Knowledge Distillation with Contrastive Learning for Document Re-ranking.
Yingrui Yang|Shanxiu He|Yifan Qiao|Wentai Xie|Tao Yang
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2023, Taipei, Taiwan, 23 July 2023
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Representation Sparsification with Hybrid Thresholding for Fast SPLADE-based Document Retrieval.
Yifan Qiao|Yingrui Yang|Shanxiu He|Tao Yang
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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Optimizing Guided Traversal for Fast Learned Sparse Retrieval.
Yifan Qiao|Yingrui Yang|Haixin Lin|Tao Yang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

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Lightweight Composite Re-Ranking for Efficient Keyword Search with BERT.
Yingrui Yang|Yifan Qiao|Jinjin Shao|Xifeng Yan|Tao Yang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

2021

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Window Navigation with Adaptive Probing for Executing BlockMax WAND.
Jinjin Shao|Yifan Qiao|Shiyu Ji|Tao Yang
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2020

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Index Obfuscation for Oblivious Document Retrieval in a Trusted Execution Environment.
Jinjin Shao|Shiyu Ji|Alvin Oliver Glova|Yifan Qiao|Tao Yang|Tim Sherwood
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

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Privacy-aware Document Ranking with Neural Signals.
Jinjin Shao|Shiyu Ji|Tao Yang
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
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Efficient Interaction-based Neural Ranking with Locality Sensitive Hashing.
Shiyu Ji|Jinjin Shao|Tao Yang
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

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Privacy-aware Ranking with Tree Ensembles on the Cloud.
Shiyu Ji|Jinjin Shao|Daniel Agun|Tao Yang
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
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Privacy and Efficiency Tradeoffs for Multiword Top K Search with Linear Additive Rank Scoring.
Daniel Agun|Jinjin Shao|Shiyu Ji|Stefano Tessaro|Tao Yang
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2016

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Hybrid Indexing for Versioned Document Search with Cluster-based Retrieval.
Xin Jin|Daniel Agun|Kjetil Nørvåg|Qinghao Wu|Yifan Shen|Tao Yang|Michalis Vazirgiannis|Kjetil Nørvåg|Qinghao Wu|Yifan Shen|Michalis Vazirgiannis|Susen Zhao
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016
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A Comparison of Cache Blocking Methods for Fast Execution of Ensemble-based Score Computation.
Xin Jin|Tao Yang|Xun Tang
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

2014

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Load balancing for partition-based similarity search.
Xun Tang|Maha Alabduljalil|Xin Jin|Tao Yang
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014
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Cache-conscious runtime optimization for ranking ensembles.
Xun Tang|Xin Jin|Tao Yang
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

2013

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Cache-conscious performance optimization for similarity search.
Maha Alabduljalil|Xun Tang|Tao Yang
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013
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Optimizing parallel algorithms for all pairs similarity search.
Maha Ahmed Alabduljalil|Xun Tang|Tao Yang
Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013

2012

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Clustering and load balancing optimization for redundant content removal.
Shanzhong Zhu|Alexandra Potapova|Maha Alabduljalil|Xin Liu|Tao Yang
Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)

2010

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Fast dimension reduction for document classification based on imprecise spectrum analysis.
Hu Guan|Bin Xiao|Jingyu Zhou|Minyi Guo|Tao Yang
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

2006

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Selective early request termination for busy internet services.
Jingyu Zhou|Tao Yang
Proceedings of the 15th international conference on World Wide Web, WWW 2006, Edinburgh, Scotland, UK, May 23-26, 2006