BL
Ben Liang
cs.ITmath.ITcs.NIeess.SPcs.LGcs.DCmath.OCcs.AIcs.PFcs.SY
On Valency
published · living versionsW_yam2e82d·v1 · currentpublished
Multi-Model Over-the-Air Federated Learning via Transceiver Beamforming and Device Grouping
with Chong Zhang, Min Dong, Ali Afana, Yahia A. Eldemerdash Ahmed
1 version
Preprints & journals
55 papers in the corpus · 1999–2026Adaptive Determinantal Client Scheduling in Federated Learning2609.23843v1 · Wen Xu, Ben Liang, Gary Boudreau et al.2026 · 0 citationsarXiv
Adaptive Data Admission and Retention for Streaming Federated Learning2607.23987v1 · Zhuoyi Zhao, Ben Liang2026 · 0 citationsarXiv
Global Unknown Estimation: A Statistical Framework for Wireless Distributed Learning2606.02891v1 · Yicheng Qu, Ali Bereyhi, Ben Liang2026 · 0 citationsarXiv
Coupled Data and Measurement Space Dynamics for Enhanced Diffusion Posterior Sampling2510.09676v2 · Shayan Mohajer Hamidi, En-Hui Yang, Ben Liang2025 · 0 citationsarXiv
Privacy Enhancement in Over-the-Air Federated Learning via Adaptive Receive Scaling2510.03860v1 · Faeze Moradi Kalarde, Ben Liang, Min Dong et al.2025 · 0 citationsarXiv
Robust Segmented Analog Broadcast Design to Accelerate Wireless Federated Learning2510.02701v1 · Chong Zhang, Ben Liang, Min Dong et al.2025 · 0 citationsarXiv
SegOTA: Accelerating Over-the-Air Federated Learning with Segmented Transmission2504.09745v2 · Chong Zhang, Min Dong, Ben Liang et al.2025 · 2 citationsarXiv
Improving Wireless Federated Learning via Joint Downlink-Uplink Beamforming over Analog Transmission2502.02034v1 · Chong Zhang, Min Dong, Ben Liang et al.2025 · 2 citationsarXiv
Power-Efficient Over-the-Air Aggregation with Receive Beamforming for Federated Learning2501.18058v1 · Faeze Moradi Kalarde, Min Dong, Ben Liang et al.2025 · 1 citationarXiv
Regularized Top-: A Bayesian Framework for Gradient Sparsification2501.05633v2 · Ali Bereyhi, Ben Liang, Gary Boudreau et al.2025 · 1 citationIEEE Transactions on Signal Processing, vol. 73, pp. 4463 - 4478, 2025
Constrained Over-the-Air Model Updating for Wireless Online Federated Learning with Delayed Information2501.05637v1 · Juncheng Wang, Yituo Liu, Ben Liang et al.2025 · 4 citationsarXiv
Novel Gradient Sparsification Algorithm via Bayesian Inference2409.14893v1 · Ali Bereyhi, Ben Liang, Gary Boudreau et al.2024 · 4 citationsarXiv
Uplink Over-the-Air Aggregation for Multi-Model Wireless Federated Learning2409.00978v1 · Chong Zhang, Min Dong, Ben Liang et al.2024 · 4 citationsarXiv
Fast Group Scheduling for Downlink Large-Scale Multi-Group Multicast Beamforming2403.10002v2 · Chong Zhang, Min Dong, Ben Liang et al.2024 · 0 citationsarXiv
Multi-Model Wireless Federated Learning with Downlink Beamforming2312.13424v2 · Chong Zhang, Min Dong, Ben Liang et al.2023 · 4 citationsarXiv
Improving Knowledge Distillation with Teacher's Explanation2310.02572v1 · Sayantan Chowdhury, Ben Liang, Ali Tizghadam et al.2023 · 0 citationsarXiv
Joint Downlink-Uplink Beamforming for Wireless Multi-Antenna Federated Learning2307.00315v1 · Chong Zhang, Min Dong, Ben Liang et al.2023 · 7 citationsarXiv
Generative Adversarial Classification Network with Application to Network Traffic Classification2303.10681v1 · Rozhina Ghanavi, Ben Liang, Ali Tizghadam2023 · 4 citations2021 IEEE Global Communications Conference (GLOBECOM)
Beamforming and Device Selection Design in Federated Learning with Over-the-air Aggregation2302.14336v4 · Faeze Moradi Kalarde, Min Dong, Ben Liang et al.2023 · 9 citationsarXiv
Ultra-Low-Complexity Algorithms with Structurally Optimal Multi-Group Multicast Beamforming in Large-Scale Systems2206.01846v2 · Chong Zhang, Min Dong, Ben Liang2022 · 26 citationsIEEE Transactions on Signal Processing, 2023
Dynamic Regret of Online Mirror Descent for Relatively Smooth Convex Cost Functions2202.12843v1 · Nima Eshraghi, Ben Liang2022 · 6 citationsarXiv
Random Caching Design for Multi-User Multi-Antenna HetNets with Interference Nulling2201.11879v1 · Tianming Feng, Xuemai Gu, Ben Liang2022 · 8 citationsarXiv
Online Distributed Coordinated Precoding for Virtualized MIMO Networks with Delayed CSI2201.07421v1 · Juncheng Wang, Ben Liang, Min Dong et al.2022 · 1 citationIEEE Wireless Communications Letters, 2022
Improving Dynamic Regret in Distributed Online Mirror Descent Using Primal and Dual Information2112.03504v1 · Nima Eshraghi, Ben Liang2021 · 9 citationsarXiv
Gradient and Projection Free Distributed Online Min-Max Resource Optimization2112.03896v3 · Jingrong Wang, Ben Liang2021 · 2 citationsarXiv
Fast First-Order Algorithm for Large-Scale Max-Min Fair Multi-Group Multicast Beamforming2107.07540v3 · Chong Zhang, Min Dong, Ben Liang2021 · 13 citationsIEEE Wireless Communications Letters, 2022
Hierarchical Online Convex Optimization2106.13853v2 · Juncheng Wang, Ben Liang, Min Dong et al.2021 · 0 citationsarXiv
Resource Allocation for Massive MIMO HetNets with Quantize-Forward Relaying2105.11581v1 · Ahmad Abu Al Haija, Min Dong, Ben Liang et al.2021 · 0 citationsarXiv
Delay-Tolerant Constrained OCO with Application to Network Resource Allocation2105.04005v1 · Juncheng Wang, Ben Liang, Min Dong et al.2021 · 11 citationsIEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10
Online Multi-Cell Coordinated MIMO Wireless Network Virtualization with Imperfect CSI2105.03306v2 · Juncheng Wang, Ben Liang, Min Dong et al.2021 · 3 citationsarXiv
Flow-Packet Hybrid Traffic Classification for Class-Aware Network Routing2105.00074v1 · Sayantan Chowdhury, Ben Liang, Ali Tizghadam et al.2021 · 2 citationsarXiv
Periodic Updates for Constrained OCO with Application to Large-Scale Multi-Antenna Systems2103.02124v2 · Juncheng Wang, Min Dong, Ben Liang et al.2021 · 5 citationsarXiv
On the Generalization of Stochastic Gradient Descent with Momentum2102.13653v2 · Ali Ramezani-Kebrya, Ashish Khisti, Ben Liang2021 · 9 citationsarXiv
Task Offloading and Resource Allocation with Multiple CAPs and Selfish Users2101.00110v2 · Eric Jiang, Meng-Hsi Chen, Ben Liang et al.2020 · 0 citationsarXiv
Novel Molecular Signaling Method and System for Molecular Communication in Human Body2003.01752v1 · AbdulAziz Al-Helali, Ben Liang, Nidal Nasser2020 · 16 citationsarXiv
Online Resource Procurement and Allocation in a Hybrid Edge-Cloud Computing System2001.08956v1 · Thinh Quang Dinh, Ben Liang, Tony Q. S. Quek et al.2020 · 54 citationsarXiv
Resource Sharing of a Computing Access Point for Multi-user Mobile Cloud Offloading with Delay Constraints1712.00030v2 · Meng-Hsi Chen, Min Dong, Ben Liang2017 · 171 citationsarXiv
Software Defined Networking Enabled Wireless Network Virtualization: Challenges and Solutions1704.01247v1 · Ning Zhang, Peng Yang, Shan Zhang et al.2017 · 110 citationsarXiv
Unified Stochastic Geometry Modeling and Analysis of Cellular Networks in LOS/NLOS and Shadowed Fading1609.09389v3 · Imene Trigui, Sofiene Affes, Ben Liang2016 · 38 citationsarXiv
Phase Balancing Using Energy Storage in Power Grids under Uncertainty1505.03187v2 · Sun Sun, Ben Liang, Min Dong et al.2015 · 7 citationsarXiv
Optimizing User Association and Spectrum Allocation in HetNets: A Utility Perspective1412.5731v1 · Yicheng Lin, Wei Bao, Wei Yu et al.2014 · 172 citationsarXiv
Correlations of Interference and Link Successes in Heterogeneous Cellular Networks1411.4781v2 · Min Sheng, Juan Wen, Jiandong Li et al.2014 · 14 citationsarXiv
Uplink Interference Analysis for Two-tier Cellular Networks with Diverse Users under Random Spatial Patterns1312.1957v2 · Wei Bao, Ben Liang2013 · 16 citationsarXiv
Structured Spectrum Allocation and User Association in Heterogeneous Cellular Networks1309.7527v1 · Wei Bao, Ben Liang2013 · 50 citationsarXiv
Understanding the Benefits of Open Access in Femtocell Networks: Stochastic Geometric Analysis in the Uplink1308.2454v1 · Wei Bao, Ben Liang2013 · 0 citationsarXiv
Dominant Resource Fairness in Cloud Computing Systems with Heterogeneous Servers1308.0083v1 · Wei Wang, Baochun Li, Ben Liang2013 · 135 citationsarXiv
Optimal Frame Transmission for Scalable Video with Hierarchical Prediction Structure1305.4999v2 · Saied Mehdian, Ben Liang2013 · 0 citationsarXiv
Insensitivity of User Distribution in Multicell Networks under General Mobility and Session Patterns1210.1633v3 · Wei Bao, Ben Liang2012 · 15 citationsarXiv
Jointly Optimal Channel and Power Assignment for Dual-Hop Multi-channel Multi-user Relaying1102.5314v4 · Mahdi Hajiaghayi, Min Dong, Ben Liang2011 · 37 citationsIEEE Journal on Selected Areas in Communications, vol. 30, pp.1806-1814, October 2012
Jointly Optimal Channel Pairing and Power Allocation for Multichannel Multihop Relaying1010.4920v4 · Mahdi Hajiaghayi, Min Dong, Ben Liang2010 · 34 citationsIEEE Transactions on Signal Processing, vol. 59, pp.4998-5012, October 2011
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