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- research-articleMay 2024
Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale
- Wei Wen,
- Kuang-Hung Liu,
- Igor Fedorov,
- Xin Zhang,
- Hang Yin,
- Weiwei Chu,
- Kaveh Hassani,
- Mengying Sun,
- Jiang Liu,
- Xu Wang,
- Lin Jiang,
- Yuxin Chen,
- Buyun Zhang,
- Xi Liu,
- Dehua Cheng,
- Zhengxing Chen,
- Guang Zhao,
- Fangqiu Han,
- Jiyan Yang,
- Yuchen Hao,
- Liang Xiong,
- Wen-Yen Chen
WWW '24: Companion Proceedings of the ACM Web Conference 2024Pages 73–82https://doi.org/10.1145/3589335.3648304Neural Architecture Search (NAS) has demonstrated its efficacy in computer vision and potential for ranking systems. However, prior work focused on academic problems, which are evaluated at small scale under well-controlled fixed baselines. In industry ...
- posterApril 2018
Practical Privacy-Preserving Friend Recommendations on Social Networks
WWW '18: Companion Proceedings of the The Web Conference 2018Pages 111–112https://doi.org/10.1145/3184558.3186954Making friend recommendations is an important task for social networks, as having more friends typically leads to a better user experience. Most current friend recommendations systems grow the existing network at the cost of privacy. In particular, any ...
- articleOctober 2016
Observability of Lattice Graphs
We consider a graph observability problem: how many edge colors are needed for an unlabeled graph so that an agent, walking from node to node, can uniquely determine its location from just the observed color sequence of the walk__ __ Specifically, let G(...
- posterAugust 2013
Mining evidences for named entity disambiguation
KDD '13: Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data miningPages 1070–1078https://doi.org/10.1145/2487575.2487681Named entity disambiguation is the task of disambiguating named entity mentions in natural language text and link them to their corresponding entries in a knowledge base such as Wikipedia. Such disambiguation can help enhance readability and add ...
- articleJanuary 2013
Memory efficient minimum substring partitioning
Proceedings of the VLDB Endowment (PVLDB), Volume 6, Issue 3Pages 169–180https://doi.org/10.14778/2535569.2448951Massively parallel DNA sequencing technologies are revolutionizing genomics research. Billions of short reads generated at low costs can be assembled for reconstructing the whole genomes. Unfortunately, the large memory footprint of the existing de novo ...