Publications

2025

• A. Alhusenat, L. Lei, Q. Wang, L. You, X. Zhang, and S. Chatzinotas, "An Entropy-Driven Optimization Framework for Communication-Sensing-Computation Integration in Energy-Constrained LEO Networks", submitted to IEEE Transactions on Green Communications and Networking.

• Y. Zhao, L. You, L. Lei, and D. Yuan, "Distilling Intelligence in Space: Optimized Dual Federated Learning amid Orbital Dynamics", submitted to IEEE International Conference on Computer Communications (INFOCOM) 2025.

• L. Cao and L. You, "CSPaper Review: Testing Paper's Fate at Computer Science Conferences", submitted to International Natural Language Generation Conference (INLG) 2025.

• L. You, Y. Bian, and L. Cao, "Refining Counterfactual Explanations With Joint-Distribution-Informed Shapley Towards Actionable Minimality", preprint, 🤣ICLR 2025: 8(accept) 8(accept) 6(weak accept) 6(weak accept) -> rejected 🤣, submitted to Journal of Machine Learning Research (JMLR). [arXiv] [code] [software]

• H. Li, Z. Lv, L. You, Z. Xu, J. Li, and X. Ma, "Fast Spatio-temporal Modeling Based on Hypergraph Structure", submitted to ACM Transactions on Knowledge Discovery from Data.

• L. Zhu, Y. Bian, and L. You, "FairSHAP: Preprocessing for Fairness Through Attribution-Based Data Augmentation", submitted to Conference on Neural Information Processing Systems (NeurIPS) 2025. [arXiv] [code]

• Y. Bian and L. You, "Fairness Research For Machine Learning Should Integrate Societal Considerations", submitted to AAAI/ACM Conference on AI, Ethics, and Society (AIES) 2025. [arXiv]

• Z. Jiang, L. You, S. Feng, M. Sun, J. Jia, and T. Deng, "CoPruning: Copula Function-Based Pruning for Edge Devices with Parameter-Gradient Nonlinear Correlation", submitted to Neural Networks.

• X. Zhao, Z. Yu, L. You, L. Lei, and D. Yuan, "Efficient Beam Hopping in Large-Scale LEO Systems: A Probabilistic Approach via Approximating Inter-Beam Interference", submitted to GLOBECOM 2025.

• Y. Zhao, Z. Yu, C. Feng, L. You, L. Lei, and D. Yuan, "Orchestrating in the Sky: Joint Routing and Client Selection for Federated Learning in LEO Networks", GLOBECOM 2025, accepted.

• Z. Lv, Q. Hao, J. Li, and L. You, "PSTGCN: A Taxi Flow Prediction Model Period-based Spatial-Temporal Graph Convolution Network", Tsinghua Science and Technology, accepted.

• L. You, L. Cao, M. Nilsson, B. Zhao, and L. Lei, "Distributional Counterfactual Explanation With Optimal Transport", International Conference on Artificial Intelligence and Statistics (AISTATS) 2025. (Oral, top 2%). [arXiv] [code]

2024

• Z. Senane, L. Cao, V. L. Buchner, Y. Tashiro, L. You, P. Herman, M. Nordahl, R. Tu, and V. Ehrenheim, "Self-Supervised Learning of Time Series Representation via Diffusion Process and Imputation-Interpolation-Forecasting Mask", Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD) 2024. [arXiv] [code]

• L. You and H. V. Cheng, "Sparse Entropic Wasserstein Regression for Robust Network Pruning", International Conference on Learning Representations (ICLR) 2024. [arXiv] [code]

• Y. Zhou, L. Lei, X. Zhao, L. You, Y. Sun, and S. Chatzinotas, "Decomposition and Meta-DRL based Multi-Objective Optimization for Asynchronous Federated Learning in 6G-Satellite Systems", IEEE Journal on Selected Areas in Communications, vol. 42, no. 5, 2024. [link]

• Z. Yu, Y. Zhao, L. You, and D. Yuan, "Learn to Stay Cool: Online Load Management for Passively Cooled Base Stations", IEEE WCNC 2024. [link]

2023

• Y. Zhou, X. Zhao, X. Liu, L. You, and L. Lei, "Efficient Federated Learning in Wireless Communication Systems: A Multi-Objective Optimization Perspective", IEEE ICCC 2023. [link]

• Z. Yu, Y. Zhao, T. Deng, L. You, and D. Yuan, "Less Carbon Footprint in Edge Computing by Joint Task Offloading and Energy Sharing", IEEE Networking Letters, vol.5, no.4. [arXiv]

• L. You. “Weighted Sum-Rate Maximization With Causal Inference for Latent Interference Estimation”, Proceedings of IEEE International Conference on Communications (ICC) 2023. [link] [code]

• T. Deng, L. You, Z. Yu, and D. Yuan, "Optimal Task Allocation for Battery-Assisted and Price-Aware Mobile Edge Computing", IEEE Networking Letters, vol.5, no.4. [link] [code] 

2021

• Y. Zhao, D. Yuan, and L. You. “Delivering more to cell edge via joint multi-cell non-orthogonal multiple access and traffic offloading”. IET Networks, vol.10, no.6, 2021. [link]

• L. You and D. Yuan. “A note on decoding order in user grouping and power optimization for multi-cell NOMA with load coupling”. IEEE Transactions on Wireless Communications, vol.20, no.1, 2021. [arXiv] [code]

2020

• Z. Yu, L. You, and D. Yuan, “Leveraging Multi-Cell NOMA for Cell Edge”. IEEE ANTS 2020.

2019

• L. You and D. Yuan. “User-centric performance optimization with remote radio head cooperation in C-RAN”, IEEE Transactions on Wireless Communications, vol.19, no.1, 2019. [arXiv]

• L. Lei, L. You, Y. Yang, D. Yuan, S. Chatzinotas, and B. Ottersten, “Load coupling and energy optimization in multi-cell and multi-carrier NOMA networks”, IEEE Transactions on Vehicular Technology, vol.68, no.11, 2019.

• L. Lei, L. You, Q. He, T. X. Vu, S. Chatzinotas, D. Yuan, and B. Ottersten, “Learning-assisted optimization for energy-efficient scheduling in deadline-aware NOMA systems”. IEEE Transactions on Green Communications and Networking, vol.3, no.3, 2019.

2018

• L. Lei, T. X. Vu, L. You, S. Fowler, and D. Yuan. “Efficient minimum-energy scheduling with machine-learning based predictions for multiuser MISO systems”. IEEE International Conference on Communications 2018.

• B. Chen, L. You, D. Yuan, N. Pappas, and J. Zhang, “Resource optimization for joint LWA and LTE-U in load-coupled and multi-cell networks”. IEEE Communications Letters, vol.23, no.2, 2018.

• L. You, D. Yuan, L. Lei, S. Sun, S. Chatzinotas, and B. Ottersten. “Resource optimization with load coupling in multi-cell NOMA”. IEEE Transactions on Wireless Communications, vol.17, no.7, 2018. [arXiv] [code]

• L. You, Q. Liao, N. Pappas, and D. Yuan. “Resource Optimization with Flexible Numerology and Frame Structure for Heterogeneous Services”. IEEE Communications Letters, vol.22, no.12, 2018. [arXiv] [code]

• T. Deng, L. You, P. Fan, and D. Yuan. “Device caching for network offloading: Delay minimization with presence of user mobility”. IEEE Wireless Communications Letters vol.7, no.4, 2018. 

2017

• L. You, and D. Yuan, “Joint CoMP-cell selection and resource allocation in fronthaul-constrained C-RAN”. IEEE WiOpt Workshop 2017. [arXiv]

• L. You, L. Lei, D. Yuan, S. Sun, S. Chatzinotas, and B. Ottersten, “A framework for optimizing multi-cell NOMA: Delivering demand with less resource”. IEEE GLOBECOM 2017. [arXiv]

• L. Lei, L. You, G. Dai, T. X. Vu, D. Yuan, and S. Chatzinotas, “A deep learning approach for optimizing content delivering in cache-enabled HetNet”. IEEE International Symposium on Wireless Communication Systems (ISWCS) 2017. 

• L. You and D. Yuan. “Load optimization with user association in cooperative and load-coupled LTE networks”. IEEE Transactions on Wireless Communications, vol.16, no.5, 2017. [arXiv]

2016

• L. You, L. Lei, and D. Yuan, “Optimizing power and user association for energy saving in load-coupled cooperative LTE”. IEEE ICC 2016. [arXiv]

• L. You, D. Yuan, N. Pappas, and P. Värbrand. “Energy-aware wireless relay selection in load-coupled OFDMA cellular networks”. IEEE Communications Letters, vol.21, no.1, 2016. [arXiv]

2015

• L. You, L. Lei, and D. Yuan, “Load balancing via joint transmission in heterogeneous LTE: Modeling and computation”. IEEE PIMRC 2015. [arXiv]

• L. You, J. Li, C. Wei, and C. Dai, “A one-hop information based geographic routing protocol for delay tolerant MANETs”, International Journal of Ad Hoc and Ubiquitous Computing, vol.20, no.2, 2015. [arXiv]

• L. You, J. Li, C. Wei, and L. Hu, “MPAR: A movement pattern-aware optimal routing for social delay tolerant networks”, Ad Hoc Networks, vol.24, 2015. [arXiv]

2014

• L. You, L. Lei, and D. Yuan. “Range assignment for power optimization in load-coupled heterogeneous networks”. IEEE ICCS 2014. [arXiv]

• L. You, L. Lei, and D. Yuan, “A performance study of energy minimization for interleaved and localized FDMA”. IEEE CAMAD 2014. [arXiv]

• J. Xu, J. Li, L. You, and C. Dai, “Dynamic groups based adaptive DTN routing algorithms in social networks”, International Journal of Distributed Sensor Networks, vol.10, no.4, 2014. 

• L. You, J. Li, C. Wei, C. Dai, and J. Xu, “A general and specific utility-based adaptive routing for delay tolerant networks”, International Journal of Distributed Sensor Networks, vol.10, no.1, 2014.

• L. You, J. Li, C. Wei, C. Dai, J. Xu, and L. Hu, “A hop count based heuristic routing protocol for mobile delay tolerant networks”. The Scientific World Journal, 2014.