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<!doctype html><html class=no-js lang=en><head><meta charset=UTF-8><meta name=viewport content="width=device-width,initial-scale=1"><meta http-equiv=X-UA-Compatible content="IE=edge"><title>Publications - Vector Database Group @ NTU</title>
<script>(function(e,t){e[t]=e[t].replace("no-js","js")})(document.documentElement,"className")</script><meta name=description content><meta property="og:url" content="https://VectorDB-NTU.github.io/publications/"><meta property="og:site_name" content="Vector Database Group @ NTU"><meta property="og:title" content="Publications"><meta property="og:description" content="2025 SIGMOD'25
SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search
Yutong Gou, Jianyang Gao, Yuexuan Xu, and Cheng Long In ACM SIGMOD international conference on Management of data, 2025.
iRangeGraph: Improvising Range-dedicated Graphs for Range-filtering Nearest Neighbor Search
Yuexuan Xu, Jianyang Gao, Yutong Gou, Cheng Long, and Christian S. Jensen.
In ACM SIGMOD international conference on Management of data, 2025.
2024 arXiv
Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search
Jianyang Gao, Yutong Gou, Yuexuan Xu, Yongyi Yang, Cheng Long, Raymond Chi-Wing Wong
On arXiv."><meta property="og:locale" content="en"><meta property="og:type" content="website"><meta itemprop=name content="Publications"><meta itemprop=description content="2025 SIGMOD'25
SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search
Yutong Gou, Jianyang Gao, Yuexuan Xu, and Cheng Long In ACM SIGMOD international conference on Management of data, 2025.
2024 SIGMOD'24
RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search
Jianyang Gao and Cheng Long.
In ACM SIGMOD international conference on Management of data, 2024."><meta property="og:locale" content="en"><meta property="og:type" content="website"><meta itemprop=name content="Publications"><meta itemprop=description content="2025 SIGMOD'25
iRangeGraph: Improvising Range-dedicated Graphs for Range-filtering Nearest Neighbor Search
Yuexuan Xu, Jianyang Gao, Yutong Gou, Cheng Long, and Christian S. Jensen.
In ACM SIGMOD international conference on Management of data, 2025.
2024 arXiv
Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search
Jianyang Gao, Yutong Gou, Yuexuan Xu, Yongyi Yang, Cheng Long, Raymond Chi-Wing Wong
On arXiv."><meta itemprop=datePublished content="2024-10-12T00:00:00+00:00"><meta itemprop=dateModified content="2024-10-12T00:00:00+00:00"><meta itemprop=wordCount content="157"><meta name=twitter:card content="summary"><meta name=twitter:title content="Publications"><meta name=twitter:description content="2025 SIGMOD'25
SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search
Yutong Gou, Jianyang Gao, Yuexuan Xu, and Cheng Long In ACM SIGMOD international conference on Management of data, 2025.
2024 SIGMOD'24
RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search
Jianyang Gao and Cheng Long.
In ACM SIGMOD international conference on Management of data, 2024."><meta itemprop=datePublished content="2024-10-12T00:00:00+00:00"><meta itemprop=dateModified content="2024-10-12T00:00:00+00:00"><meta itemprop=wordCount content="157"><meta name=twitter:card content="summary"><meta name=twitter:title content="Publications"><meta name=twitter:description content="2025 SIGMOD'25
iRangeGraph: Improvising Range-dedicated Graphs for Range-filtering Nearest Neighbor Search
Yuexuan Xu, Jianyang Gao, Yutong Gou, Cheng Long, and Christian S. Jensen.
In ACM SIGMOD international conference on Management of data, 2025.
SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search
Yutong Gou, Jianyang Gao, Yuexuan Xu, and Cheng Long In ACM SIGMOD international conference on Management of data, 2025.
2024 SIGMOD'24
RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search
Jianyang Gao and Cheng Long.
In ACM SIGMOD international conference on Management of data, 2024."><link rel=stylesheet href=/css/style.css><link rel=stylesheet href=/css/custom.css><link rel=alternate type=application/rss+xml href=/publications/index.xml title="Vector Database Group @ NTU"><link rel="shortcut icon" href=/favicon.ico></head><body class=body><header class=header><div class="logo logo--mixed"><div class=container><a class=logo__link href=/ title="Vector Database Group @ NTU" rel=home><div class="logo__item logo__imagebox"><img class=logo__img src=/img/NTU_badge.png alt="Logo image"></div><div class="logo__item logo__text"><div class=logo__title>Vector Database Group @ NTU</div><div class=logo__tagline>Nanyang Technological University</div></div></a></div></div></header><nav class=menu><div class=container><button class=menu__btn aria-haspopup=true aria-expanded=false tabindex=0>
<span class=menu__btn-title tabindex=-1>Menu</span></button><ul class=menu__list><li class=menu__item><a class=menu__link href=/><span class=menu__text>Home</span></a></li><li class=menu__item><a class=menu__link href=/impacts/><span class=menu__text>Impacts</span></a></li><li class=menu__item><a class=menu__link href=/news/><span class=menu__text>News</span></a></li><li class="menu__item menu__item--active"><a class=menu__link href=/publications/><span class=menu__text>Publications</span></a></li><li class=menu__item><a class=menu__link href=/people/><span class=menu__text>People</span></a></li></ul></div></nav><div class="container wrapper flex"><div class=primary><main class="main list" role=main><div class="content main__content clearfix"><h2 id=2025>2025</h2><p><strong>SIGMOD'25</strong><br><a href=https://arxiv.org/abs/2409.02571>iRangeGraph: Improvising Range-dedicated Graphs for Range-filtering Nearest Neighbor Search</a><br>Yuexuan Xu, Jianyang Gao, Yutong Gou, Cheng Long, and Christian S. Jensen.<br><em>In ACM SIGMOD international conference on Management of data, 2025.</em></p><p><a href=https://arxiv.org/abs/2411.12229>SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search</a><br>Yutong Gou, Jianyang Gao, Yuexuan Xu, and Cheng Long
<em>In ACM SIGMOD international conference on Management of data, 2025.</em></p><hr><h2 id=2024>2024</h2><p><strong>SIGMOD'24</strong><br><a href=https://arxiv.org/abs/2405.12497>RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search</a><br>Jianyang Gao and Cheng Long.<br><em>In ACM SIGMOD international conference on Management of data, 2024.</em></p><p><strong>arXiv</strong><br><a href=https://arxiv.org/abs/2409.09913>Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search</a><br>Jianyang Gao, Yutong Gou, Yuexuan Xu, Yongyi Yang, Cheng Long, Raymond Chi-Wing Wong<br><em>On arXiv.</em></p><hr><h2 id=2023>2023</h2><p><strong>SIGMOD'23</strong><br><a href=https://arxiv.org/abs/2303.09855>High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations</a><br>Jianyang Gao and Cheng Long.<br><em>In ACM SIGMOD international conference on Management of data, 2023.</em></p></div></main></div></div><footer class=footer><div class="container footer__container flex"><div class=footer__copyright>&copy; 2024 Vector Database Group @ NTU.
2024 arXiv
Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search
Jianyang Gao, Yutong Gou, Yuexuan Xu, Yongyi Yang, Cheng Long, Raymond Chi-Wing Wong
On arXiv."><link rel=stylesheet href=/css/style.css><link rel=stylesheet href=/css/custom.css><link rel=alternate type=application/rss+xml href=/publications/index.xml title="Vector Database Group @ NTU"><link rel="shortcut icon" href=/favicon.ico></head><body class=body><header class=header><div class="logo logo--mixed"><div class=container><a class=logo__link href=/ title="Vector Database Group @ NTU" rel=home><div class="logo__item logo__imagebox"><img class=logo__img src=/img/NTU_badge.png alt="Logo image"></div><div class="logo__item logo__text"><div class=logo__title>Vector Database Group @ NTU</div><div class=logo__tagline>Nanyang Technological University</div></div></a></div></div></header><nav class=menu><div class=container><button class=menu__btn aria-haspopup=true aria-expanded=false tabindex=0>
<span class=menu__btn-title tabindex=-1>Menu</span></button><ul class=menu__list><li class=menu__item><a class=menu__link href=/><span class=menu__text>Home</span></a></li><li class=menu__item><a class=menu__link href=/impacts/><span class=menu__text>Impacts</span></a></li><li class=menu__item><a class=menu__link href=/news/><span class=menu__text>News</span></a></li><li class="menu__item menu__item--active"><a class=menu__link href=/publications/><span class=menu__text>Publications</span></a></li><li class=menu__item><a class=menu__link href=/people/><span class=menu__text>People</span></a></li></ul></div></nav><div class="container wrapper flex"><div class=primary><main class="main list" role=main><div class="content main__content clearfix"><h2 id=2025>2025</h2><p><strong>SIGMOD'25</strong><br><a href=https://arxiv.org/abs/2411.12229>SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search</a><br>Yutong Gou, Jianyang Gao, Yuexuan Xu, and Cheng Long
<em>In ACM SIGMOD international conference on Management of data, 2025.</em></p><p><a href=https://arxiv.org/abs/2409.02571>iRangeGraph: Improvising Range-dedicated Graphs for Range-filtering Nearest Neighbor Search</a><br>Yuexuan Xu, Jianyang Gao, Yutong Gou, Cheng Long, and Christian S. Jensen.<br><em>In ACM SIGMOD international conference on Management of data, 2025.</em></p><hr><h2 id=2024>2024</h2><p><strong>arXiv</strong><br><a href=https://arxiv.org/abs/2409.09913>Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search</a><br>Jianyang Gao, Yutong Gou, Yuexuan Xu, Yongyi Yang, Cheng Long, Raymond Chi-Wing Wong<br><em>On arXiv.</em></p><p><strong>SIGMOD'24</strong><br><a href=https://arxiv.org/abs/2405.12497>RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search</a><br>Jianyang Gao and Cheng Long.<br><em>In ACM SIGMOD international conference on Management of data, 2024.</em></p><hr><h2 id=2023>2023</h2><p><strong>SIGMOD'23</strong><br><a href=https://arxiv.org/abs/2303.09855>High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations</a><br>Jianyang Gao and Cheng Long.<br><em>In ACM SIGMOD international conference on Management of data, 2023.</em></p></div></main></div></div><footer class=footer><div class="container footer__container flex"><div class=footer__copyright>&copy; 2024 Vector Database Group @ NTU.
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