Minimizing age of information with power constraints: Multi-user opportunistic scheduling in multi-state time-varying channels H Tang, J Wang, L Song, J Song IEEE Journal on Selected Areas in Communications 38 (5), 854-868, 2020 | 140 | 2020 |
Online Learning in Large-scale Contextual Recommender Systems L Song, C Tekin, M van der Schaar IEEE Transactions on Services Computing 9 (3), 433-445, 2016 | 123 | 2016 |
Demand side management in smart grids using a repeated game framework L Song, Y Xiao, M Van Der Schaar IEEE Journal on Selected Areas in Communications 32 (7), 1412-1424, 2014 | 103 | 2014 |
Solving challenging math word problems using gpt-4 code interpreter with code-based self-verification A Zhou, K Wang, Z Lu, W Shi, S Luo, Z Qin, S Lu, A Jia, L Song, M Zhan, ... arXiv preprint arXiv:2308.07921, 2023 | 70 | 2023 |
Federated recommendation system via differential privacy T Li, L Song, C Fragouli 2020 IEEE international symposium on information theory (ISIT), 2592-2597, 2020 | 67 | 2020 |
Energy-optimal and delay-bounded computation offloading in mobile edge computing with heterogeneous clouds T Zhao, S Zhou, L Song, Z Jiang, X Guo, Z Niu China Communications 17 (5), 191-210, 2020 | 61 | 2020 |
A pliable index coding approach to data shuffling L Song, C Fragouli, T Zhao IEEE Transactions on Information Theory 66 (3), 1333-1353, 2019 | 57 | 2019 |
A pliable index coding approach to data shuffling L Song, C Fragouli, T Zhao Information Theory (ISIT), 2017 IEEE International Symposium on, 2558-2562, 2017 | 57 | 2017 |
Communication-efficient federated learning with adaptive quantization Y Mao, Z Zhao, G Yan, Y Liu, T Lan, L Song, W Ding ACM Transactions on Intelligent Systems and Technology (TIST) 13 (4), 1-26, 2022 | 44 | 2022 |
Using contextual learning to improve diagnostic accuracy: Application in breast cancer screening L Song, W Hsu, J Xu, M Van Der Schaar IEEE journal of biomedical and health informatics 20 (3), 902-914, 2015 | 39 | 2015 |
Towards efficient communications in federated learning: A contemporary survey Z Zhao, Y Mao, Y Liu, L Song, Y Ouyang, X Chen, W Ding Journal of the Franklin Institute 360 (12), 8669-8703, 2023 | 38 | 2023 |
The tradeoff between privacy and accuracy in anomaly detection using federated xgboost M Yang, L Song, J Xu, C Li, G Tan arXiv preprint arXiv:1907.07157, 2019 | 35 | 2019 |
Personalized federated recommendation via joint representation learning, user clustering, and model adaptation S Luo, Y Xiao, L Song Proceedings of the 31st ACM international conference on information …, 2022 | 33 | 2022 |
Risk-aware edge computation offloading using bayesian stackelberg game Y Bai, L Chen, L Song, J Xu IEEE Transactions on Network and Service Management 17 (2), 1000-1012, 2020 | 33 | 2020 |
Personalized active learning for activity classification using wireless wearable sensors J Xu, L Song, JY Xu, GJ Pottie, M Van Der Schaar IEEE journal of selected topics in signal processing 10 (5), 865-876, 2016 | 33 | 2016 |
Data encoding for byzantine-resilient distributed optimization D Data, L Song, SN Diggavi IEEE Transactions on Information Theory 67 (2), 1117-1140, 2020 | 32 | 2020 |
Wireless recommendations for Internet of vehicles: Recent advances, challenges, and opportunities T Li, C Li, J Luo, L Song Intelligent and Converged Networks 1 (1), 1-17, 2020 | 31 | 2020 |
Scheduling to minimize age of information in multi-state time-varying networks with power constraints H Tang, J Wang, L Song, J Song 2019 57th Annual Allerton Conference on Communication, Control, and …, 2019 | 31 | 2019 |
Privacy-aware edge computing based on adaptive DNN partitioning C Shi, L Chen, C Shen, L Song, J Xu 2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019 | 30 | 2019 |
A polynomial-time algorithm for pliable index coding L Song, C Fragouli IEEE Transactions on Information Theory 64 (2), 979-999, 2018 | 29 | 2018 |