Maheswaran (Mahesh) Sathiamoorthy

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Ed H. ChiGoogle DeepMind / Google BrainGeverifieerd e-mailadres voor acm.org
Lichan HongGoogle DeepMindGeverifieerd e-mailadres voor google.com
Bhaskar KrishnamachariProfessor of Electrical and Computer Engineering, and Computer Science, USCGeverifieerd e-mailadres voor usc.edu
Alexandros G DimakisProfessor, ECE University of Texas at AustinGeverifieerd e-mailadres voor austin.utexas.edu
Xinyang YiGoogle DeepMindGeverifieerd e-mailadres voor google.com
Zhe ZhaoDepartment of Computer Science, University of California, DavisGeverifieerd e-mailadres voor ucdavis.edu
Scott Chun-Yang ChenFacebook, CaltechGeverifieerd e-mailadres voor fb.com
Dimitris PapailiopoulosResearcher at Microsoft Research & Assoc. Professor at University of WisconsinGeverifieerd e-mailadres voor papail.io
Megasthenis AsterisUniversity of Texas at AustinGeverifieerd e-mailadres voor utexas.edu
Dhruba BorthakurHDFS, RocksDB, RocksetGeverifieerd e-mailadres voor rockset.com
Aniruddh NathGoogle, LLCGeverifieerd e-mailadres voor google.com
Fan BaiTechnical Fellow, General Motors Research; IEEE Fellow, ACM Distinguished ScientistGeverifieerd e-mailadres voor gm.com
Antonio OrtegaDean's Professor of Electrical and Computer Engineering, University of Southern CaliforniaGeverifieerd e-mailadres voor usc.edu
Aakanksha ChowdheryMetaGeverifieerd e-mailadres voor alumni.stanford.edu
Hussein HazimehGoogle Research - Massachusetts Institute of TechnologyGeverifieerd e-mailadres voor mit.edu
Rahul MazumderMassachusetts Institute of TechnologyGeverifieerd e-mailadres voor mit.edu
Derek Zhiyuan ChengGoogle DeepMindGeverifieerd e-mailadres voor google.com
Fanglu GuoSymantec Research LabsGeverifieerd e-mailadres voor symantec.com
Michael J. NeelyUniversity of Southern California, Department of Electrical EngineeringGeverifieerd e-mailadres voor usc.edu
Keyvan R. MoghadamPhD in Electrical Engineering, University of Southern CaliforniaGeverifieerd e-mailadres voor usc.edu

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Maheswaran (Mahesh) Sathiamoorthy

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Large Language Models Recommender Systems


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
Xoring elephants: Novel erasure codes for big data M Sathiamoorthy, M Asteris, D Papailiopoulos, AG Dimakis, R Vadali, ... arXiv preprint arXiv:1301.3791, 2013	929	2013
Recommending what video to watch next: a multitask ranking system Z Zhao, L Hong, L Wei, J Chen, A Nath, S Andrews, A Kumthekar, ... Proceedings of the 13th ACM conference on recommender systems, 43-51, 2019	396	2019
Dselect-k: Differentiable selection in the mixture of experts with applications to multi-task learning H Hazimeh, Z Zhao, A Chowdhery, M Sathiamoorthy, Y Chen, ... Advances in Neural Information Processing Systems 34, 29335-29347, 2021	131	2021
Spatially-localized compressed sensing and routing in multi-hop sensor networks S Lee, S Pattem, M Sathiamoorthy, B Krishnamachari, A Ortega International conference on geosensor networks, 11-20, 2009	113	2009
Recommender systems with generative retrieval S Rajput, N Mehta, A Singh, R Hulikal Keshavan, T Vu, L Heldt, L Hong, ... Advances in Neural Information Processing Systems 36, 10299-10315, 2023	111	2023
Systems and methods for decreasing RAID rebuilding time M Sathiamoorthy, F Guo, AG Dimakis US Patent 9,594,652, 2017	104	2017
Do llms understand user preferences? evaluating llms on user rating prediction WC Kang, J Ni, N Mehta, M Sathiamoorthy, L Hong, E Chi, DZ Cheng arXiv preprint arXiv:2305.06474, 2023	97	2023
Backpressure with adaptive redundancy (BWAR) M Alresaini, M Sathiamoorthy, B Krishnamachari, MJ Neely 2012 Proceedings IEEE INFOCOM, 2300-2308, 2012	79	2012
Compressed sensing and routing in multi-hop networks S Lee, S Pattem, M Sathiamoorthy, B Krishnamachari, A Ortega University of Southern California CENG technical report, 2009	71	2009
Distributed storage codes reduce latency in vehicular networks M Sathiamoorthy, AG Dimakis, B Krishnamachari, F Bai IEEE Transactions on Mobile Computing 13 (9), 2016-2027, 2013	55	2013
A review of modern recommender systems using generative models (gen-recsys) Y Deldjoo, Z He, J McAuley, A Korikov, S Sanner, A Ramisa, R Vidal, ... Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024	31	2024
Optimizing content dissemination in vehicular networks with radio heterogeneity J Ahn, M Sathiamoorthy, B Krishnamachari, F Bai, L Zhang IEEE Transactions on Mobile Computing 13 (6), 1312-1325, 2013	27	2013
Lifting the curse of multidimensional data with learned existence indexes S Macke, A Beutel, T Kraska, M Sathiamoorthy, DZ Cheng, EH Chi Workshop on ML for Systems at NeurIPS 1, 6, 2018	24	2018
Improving training stability for multitask ranking models in recommender systems J Tang, Y Drori, D Chang, M Sathiamoorthy, J Gilmer, L Wei, X Yi, L Hong, ... Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023	12	2023
Chi, and Derek Zhiyuan Cheng. Do llms understand user preferences? evaluating llms on user rating prediction WC Kang, J Ni, N Mehta, M Sathiamoorthy, L Hong arXiv preprint arXiv:2305.06474, 2023	11	2023
Helper node allocation strategies for content dissemination in intermittently connected mobile networks M Sathiamoorthy, KR Moghadam, B Krishnamachari, F Bai 2014 Eleventh Annual IEEE International Conference on Sensing, Communication …, 2014	10	2014
Do LLMs understand user preferences WC Kang, J Ni, N Mehta, M Sathiamoorthy, L Hong, E Chi, DZ Cheng Evaluating LLMs On User Rating Prediction. CoRR abs/2305.06474, 2023	8	2023
Compressed sensing and routing in sensor networks S Lee, S Pattem, M Sathiamoorthy, B Krishnamachari, A Ortega Univ. Southern California, Los Angeles, CA, USA, Tech. Rep, 2009	8	2009
Aligning Large Language Models with Recommendation Knowledge Y Cao, N Mehta, X Yi, R Keshavan, L Heldt, L Hong, EH Chi, ... arXiv preprint arXiv:2404.00245, 2024	7	2024
Better generalization with semantic ids: A case study in ranking for recommendations A Singh, T Vu, N Mehta, R Keshavan, M Sathiamoorthy, Y Zheng, L Hong, ... Proceedings of the 18th ACM Conference on Recommender Systems, 1039-1044, 2024	5	2024

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