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Ben Liang
ORCID
Publication Activity (10 Years)
Years Active: 1997-2023
Publications (10 Years): 104
Top Topics
Resource Allocation
Online Convex Optimization
Power Grids
Cooperative
Top Venues
CoRR
IEEE Trans. Wirel. Commun.
INFOCOM
IWQoS
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Publications
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Faeze Moradi Kalarde
,
Min Dong
,
Ben Liang
,
Ho Ting Cheng
,
Yahia Ahmed
Joint Beamforming and Device Selection in Federated Learning with Over-the-air Aggregation.
CoRR
(2023)
Jingrong Wang
,
Ben Liang
,
Zhongwen Zhu
,
Emmanuel Thepie Fapi
,
Hardik Dalal
Joint Consensus Matrix Design and Resource Allocation for Decentralized Learning.
IFIP Networking
(2022)
Chong Zhang
,
Min Dong
,
Ben Liang
Fast First-Order Algorithm for Large-Scale Max-Min Fair Multi-Group Multicast Beamforming.
IEEE Wirel. Commun. Lett.
11 (8) (2022)
Juncheng Wang
,
Ben Liang
,
Min Dong
,
Gary Boudreau
,
Hatem Abou-Zeid
Online Distributed Coordinated Precoding for Virtualized MIMO Networks With Delayed CSI.
IEEE Wirel. Commun. Lett.
11 (5) (2022)
Ali Ramezani-Kebrya
,
Ben Liang
,
Min Dong
,
Gary Boudreau
Robust Design of Multicell D2D Communication Under Partial CSI.
IEEE Internet Things J.
9 (3) (2022)
Juncheng Wang
,
Min Dong
,
Ben Liang
,
Gary Boudreau
,
Hatem Abou-zeid
Online Model Updating with Analog Aggregation in Wireless Edge Learning.
INFOCOM
(2022)
Nima Eshraghi
,
Ben Liang
Improving Dynamic Regret in Distributed Online Mirror Descent Using Primal and Dual Information.
L4DC
(2022)
Chong Zhang
,
Min Dong
,
Ben Liang
Ultra-Low-Complexity Algorithms with Structurally Optimal Multi-Group Multicast Beamforming in Large-Scale Systems.
CoRR
(2022)
Tianming Feng
,
Xuemai Gu
,
Ben Liang
Random Caching Design for Multi-User Multi-Antenna HetNets with Interference Nulling.
CoRR
(2022)
Nima Eshraghi
,
Ben Liang
Dynamic Regret of Online Mirror Descent for Relatively Smooth Convex Cost Functions.
IEEE Control. Syst. Lett.
6 (2022)
Juncheng Wang
,
Ben Liang
,
Min Dong
,
Gary Boudreau
,
Hatem Abou-zeid
Online Distributed Coordinated Precoding for Virtualized MIMO Networks with Delayed CSI.
CoRR
(2022)
Erfan Meskar
,
Ben Liang
MAGIKS: Fair Multi-Resource Allocation Game Induced by Kalai-Smorodinsky Bargaining Solution.
IEEE Open J. Commun. Soc.
3 (2022)
Nima Eshraghi
,
Ben Liang
Dynamic Regret Bounds without Lipschitz Continuity: Online Convex Optimization with Multiple Mirror Descent Steps.
ACC
(2022)
Juncheng Wang
,
Min Dong
,
Ben Liang
,
Gary Boudreau
,
Hatem Abou-zeid
Distributed Coordinated Precoding for MIMO Cellular Network Virtualization.
IEEE Trans. Wirel. Commun.
21 (1) (2022)
Nima Eshraghi
,
Ben Liang
Dynamic Regret of Online Mirror Descent for Relatively Smooth Convex Cost Functions.
CoRR
(2022)
Sowndarya Sundar
,
Jaya Prakash Champati
,
Ben Liang
Multi-User Task Offloading to Heterogeneous Processors With Communication Delay and Budget Constraints.
IEEE Trans. Cloud Comput.
10 (3) (2022)
Jingrong Wang
,
Ben Liang
Gradient and Projection Free Distributed Online Min-Max Resource Optimization.
L4DC
(2022)
Juncheng Wang
,
Ben Liang
,
Min Dong
,
Gary Boudreau
,
Hatem Abou-Zeid
Semi-Online Precoding with Information Parsing for Cooperative MIMO Wireless Networks.
INFOCOM
(2022)
Yupeng Li
,
Ben Liang
,
Ali Tizghadam
Robust Online Learning against Malicious Manipulation and Feedback Delay With Application to Network Flow Classification.
IEEE J. Sel. Areas Commun.
39 (8) (2021)
Juncheng Wang
,
Ben Liang
,
Min Dong
,
Gary Boudreau
,
Hatem Abou-zeid
Delay-Tolerant Constrained OCO with Application to Network Resource Allocation.
CoRR
(2021)
Chong Zhang
,
Min Dong
,
Ben Liang
Fast First-Order Algorithm for Large-Scale Max-Min Fair Multi-Group Multicast Beamforming.
CoRR
(2021)
Jingrong Wang
,
Ben Liang
Gradient and Projection Free Distributed Online Min-Max Resource Optimization.
CoRR
(2021)
Juncheng Wang
,
Ben Liang
,
Min Dong
,
Gary Boudreau
Periodic Updates for Constrained OCO with Application to Large-Scale Multi-Antenna Systems.
CoRR
(2021)
Jaya Prakash Champati
,
Ben Liang
Delay and Cost Optimization in Computational Offloading Systems with Unknown Task Processing Times.
IEEE Trans. Cloud Comput.
9 (4) (2021)
Juncheng Wang
,
Ben Liang
,
Min Dong
,
Gary Boudreau
,
Hatem Abou-zeid
Hierarchical Online Convex Optimization with Application to Multi-TRP Cooperative Networks.
CoRR
(2021)
Ali Ramezani-Kebrya
,
Ashish Khisti
,
Ben Liang
On the Generalization of Stochastic Gradient Descent with Momentum.
CoRR
(2021)
Chong Zhang
,
Min Dong
,
Ben Liang
First-Order Fast Algorithm for Structurally Optimal Multi-Group Multicast Beamforming in Large-Scale Systems.
ICASSP
(2021)
Sayantan Chowdhury
,
Ben Liang
,
Ali Tizghadam
,
Ilijc Albanese
Flow-Packet Hybrid Traffic Classification for Class-Aware Network Routing.
GLOBECOM
(2021)
Juncheng Wang
,
Min Dong
,
Ben Liang
,
Gary Boudreau
,
Hatem Abou-zeid
Distributed coordinated precoding for MIMO cellular network virtualization.
CoRR
(2021)
Sayantan Chowdhury
,
Ben Liang
,
Ali Tizghadam
,
Ilijc Albanese
Flow-Packet Hybrid Traffic Classification for Class-Aware Network Routing.
CoRR
(2021)
Ahmad Abu Al Haija
,
Min Dong
,
Ben Liang
,
Gary Boudreau
Resource Allocation for Massive MIMO HetNets with Quantize-Forward Relaying.
CoRR
(2021)
Eric Jiang
,
Meng-Hsi Chen
,
Ben Liang
,
Min Dong
Task Offloading and Resource Allocation with Multiple CAPs and Selfish Users.
CoRR
(2021)
Yupeng Li
,
Ben Liang
,
Ali Tizghadam
Robust Online Learning against Malicious Manipulation with Application to Network Flow Classification.
INFOCOM
(2021)
Juncheng Wang
,
Ben Liang
,
Min Dong
,
Gary Boudreau
,
Hatem Abou-zeid
Delay-Tolerant Constrained OCO with Application to Network Resource Allocation.
INFOCOM
(2021)
Nima Eshraghi
,
Ben Liang
Improving Dynamic Regret in Distributed Online Mirror Descent Using Primal and Dual Information.
CoRR
(2021)
Rozhina Ghanavi
,
Ben Liang
,
Ali Tizghadam
Generative Adversarial Classification Network with Application to Network Traffic Classification.
GLOBECOM
(2021)
Juncheng Wang
,
Ben Liang
,
Min Dong
,
Gary Boudreau
Online Multi-Cell Coordinated MIMO Wireless Network Virtualization with Imperfect CSI.
CoRR
(2021)
Nima Eshraghi
,
Ben Liang
Distributed Online Optimization over a Heterogeneous Network with Any-Batch Mirror Descent.
ICML
(2020)
Erfan Meskar
,
Ben Liang
Fair multi-resource allocation in mobile edge computing with multiple access points.
MobiHoc
(2020)
Lijun He
,
Ben Liang
,
Jiandong Li
,
Min Sheng
Balancing Coverage and Response Time in Area Target Scheduling for Satellite Networks.
IEEE Trans. Veh. Technol.
69 (6) (2020)
Juncheng Wang
,
Ben Liang
,
Min Dong
,
Gary Boudreau
Online MIMO Wireless Network Virtualization over Time-Varying Channels with Periodic Updates.
SPAWC
(2020)
Eric Jiang
,
Ben Liang
Socially Optimal Correlated Equilibrium in Class-Anonymous Offloading Game with Computing Access Points.
WiOpt
(2020)
Yupeng Li
,
Ben Liang
,
Ali Tizghadam
Robust Network Flow Classification against Malicious Feature Manipulation.
ICC
(2020)
AbdulAziz Al-Helali
,
Ben Liang
,
Nidal Nasser
Novel Molecular Signaling Method and System for Molecular Communication in Human Body.
CoRR
(2020)
AbdulAziz Al-Helali
,
Ben Liang
,
Nidal Nasser
Novel Molecular Signaling Method and System for Molecular Communication in Human Body.
IEEE Access
8 (2020)
Thinh Quang Dinh
,
Ben Liang
,
Tony Q. S. Quek
,
Hyundong Shin
Online Resource Procurement and Allocation in a Hybrid Edge-Cloud Computing System.
IEEE Trans. Wirel. Commun.
19 (3) (2020)
Thinh Quang Dinh
,
Ben Liang
,
Tony Q. S. Quek
,
Hyundong Shin
Online Resource Procurement and Allocation in a Hybrid Edge-Cloud Computing System.
CoRR
(2020)
Juncheng Wang
,
Min Dong
,
Ben Liang
,
Gary Boudreau
Online Precoding Design for Downlink MIMO Wireless Network Virtualization with Imperfect CSI.
INFOCOM
(2020)
Jaya Prakash Champati
,
Ben Liang
Single Restart with Time Stamps for Parallel Task Processing with Known and Unknown Processors.
IEEE Trans. Parallel Distributed Syst.
31 (1) (2020)
Sowndarya Sundar
,
Ben Liang
Task Dispatch through Online Training for Profit Maximization at the Cloud.
INFOCOM Workshops
(2019)
Nalam Venkata Abhishek
,
Teng Joon Lim
,
Biplab Sikdar
,
Ben Liang
Detecting Selective Modification in Vehicular Edge Computing.
VTC Fall
(2019)
Sayantan Chowdhury
,
Ben Liang
,
Ali Tizghadam
Explaining Class-of-Service Oriented Network Traffic Classification with Superfeatures.
Big-DAMA@CoNEXT
(2019)
Yujie Xu
,
Ben Liang
,
Gary Boudreau
,
S. Hossein Seyedmehdi
Maximizing Spatial $\alpha$ -Fairness in Multi-Tier Multi-Rate Spatial Aloha Networks.
IEEE Trans. Commun.
67 (3) (2019)
Nima Eshraghi
,
Ben Liang
Joint Offloading Decision and Resource Allocation with Uncertain Task Computing Requirement.
INFOCOM
(2019)
Nalam Venkata Abhishek
,
Teng Joon Lim
,
Biplab Sikdar
,
Ben Liang
Detecting RSU Misbehavior in Vehicular Edge Computing.
ICCC
(2019)
Yifan Gong
,
Baochun Li
,
Ben Liang
,
Zheng Zhan
: experience-driven scheduling in machine learning clusters.
IWQoS
(2019)
Juncheng Wang
,
Min Dong
,
Ben Liang
,
Gary Boudreau
Online Downlink MIMO Wireless Network Virtualization in Fading Environments.
GLOBECOM
(2019)
Yossi Azar
,
Jaya Prakash Champati
,
Ben Liang
2-Approximation algorithm for a generalization of scheduling on unrelated parallel machines.
Inf. Process. Lett.
139 (2018)
Sowndarya Sundar
,
Ben Liang
Offloading Dependent Tasks with Communication Delay and Deadline Constraint.
INFOCOM
(2018)
Wei Bao
,
Ben Liang
Optimizing Cluster Size Through Handoff Analysis in User-Centric Cooperative Wireless Networks.
IEEE Trans. Wirel. Commun.
17 (2) (2018)
Sowndarya Sundar
,
Jaya Prakash Champati
,
Ben Liang
Completion Time Minimization in Multi-User Task Scheduling with Heterogeneous Processors and Budget Constraints.
IWQoS
(2018)
Meng-Hsi Chen
,
Min Dong
,
Ben Liang
Resource Sharing of a Computing Access Point for Multi-User Mobile Cloud Offloading with Delay Constraints.
IEEE Trans. Mob. Comput.
17 (12) (2018)
Ali Ramezani-Kebrya
,
Ashish Khisti
,
Ben Liang
On the Stability and Convergence of Stochastic Gradient Descent with Momentum.
CoRR
(2018)
Mohammadmoein Soltanizadeh
,
Ben Liang
,
Gary Boudreau
,
S. Hossein Seyedmehdi
Power Minimization in Wireless Network Virtualization with Massive MIMO.
ICC Workshops
(2018)
Ruhallah AliHemmati
,
Min Dong
,
Ben Liang
,
Gary Boudreau
,
S. Hossein Seyedmehdi
Multi-Channel Resource Allocation Toward Ergodic Rate Maximization for Underlay Device-to-Device Communications.
IEEE Trans. Wirel. Commun.
17 (2) (2018)
Ruhallah AliHemmati
,
Ben Liang
,
Min Dong
,
Gary Boudreau
,
S. Hossein Seyedmehdi
Power Allocation for Underlay Device-to-Device Communication Over Multiple Channels.
IEEE Trans. Signal Inf. Process. over Networks
4 (3) (2018)
Meng-Hsi Chen
,
Ben Liang
,
Min Dong
Multi-user Multi-task Offloading and Resource Allocation in Mobile Cloud Systems.
CoRR
(2018)
Ahmad Abu Al Haija
,
Min Dong
,
Ben Liang
,
Gary Boudreau
Low-Complexity Design of Decode-Forward Relaying in Massive MIMO Heterogeneous Networks.
SPAWC
(2018)
Erfan Meskar
,
Ben Liang
Fair multi-resource allocation with external resource for mobile edge computing.
INFOCOM Workshops
(2018)
Meng-Hsi Chen
,
Ben Liang
,
Min Dong
Multi-User Multi-Task Offloading and Resource Allocation in Mobile Cloud Systems.
IEEE Trans. Wirel. Commun.
17 (10) (2018)
Ahmad Abu Al Haija
,
Min Dong
,
Ben Liang
,
Gary Boudreau
,
S. Hossein Seyedmehdi
Design and Simplification of Quantize-Forward Relaying in Massive MIMO HetNets.
ICC Workshops
(2018)
Ahmad Abu Al Haija
,
Ben Liang
,
Min Dong
,
Gary Boudreau
Efficient Multi-User Quantize-Forward Relaying in Massive MIMO HetNets.
GLOBECOM
(2018)
Sheng Huang
,
Ben Liang
,
Jiandong Li
Distributed Interference and Delay Aware Design for D2D Communication in Large Wireless Networks With Adaptive Interference Estimation.
IEEE Trans. Wirel. Commun.
16 (6) (2017)
Sowndarya Sundar
,
Ben Liang
Gaming and Learning Approaches for Multi-User Computation Offloading.
VTC Fall
(2017)
Imene Trigui
,
Sofiène Affes
,
Ben Liang
Unified Stochastic Geometry Modeling and Analysis of Cellular Networks in LOS/NLOS and Shadowed Fading.
IEEE Trans. Commun.
65 (12) (2017)
Ali Ramezani-Kebrya
,
Min Dong
,
Ben Liang
,
Gary Boudreau
,
S. Hossein Seyedmehdi
Joint Power Optimization for Device-to-Device Communication in Cellular Networks With Interference Control.
IEEE Trans. Wirel. Commun.
16 (8) (2017)
Jaya Prakash Champati
,
Ben Liang
Efficient minimization of sum and differential costs on machines with job placement constraints.
INFOCOM
(2017)
Imene Trigui
,
Ben Liang
,
Sofiène Affes
Generalized SINR analysis for device-to-device communications.
PIMRC
(2017)
Ning Zhang
,
Peng Yang
,
Shan Zhang
,
Dajiang Chen
,
Weihua Zhuang
,
Ben Liang
,
Xuemin Shen
Software Defined Networking Enabled Wireless Network Virtualization: Challenges and Solutions.
CoRR
(2017)
Ning Zhang
,
Peng Yang
,
Shan Zhang
,
Dajiang Chen
,
Weihua Zhuang
,
Ben Liang
,
Xuemin Sherman Shen
Software Defined Networking Enabled Wireless Network Virtualization: Challenges and Solutions.
IEEE Netw.
31 (5) (2017)
Jianhua Tang
,
Wee Peng Tay
,
Tony Q. S. Quek
,
Ben Liang
System Cost Minimization in Cloud RAN With Limited Fronthaul Capacity.
IEEE Trans. Wirel. Commun.
16 (5) (2017)
Min Sheng
,
Juan Wen
,
Jiandong Li
,
Ben Liang
,
Xijun Wang
Performance Analysis of Heterogeneous Cellular Networks With HARQ Under Correlated Interference.
IEEE Trans. Wirel. Commun.
16 (12) (2017)
Jaya Prakash Champati
,
Ben Liang
Single restart with time stamps for computational offloading in a semi-online setting.
INFOCOM
(2017)
Ali Ramezani-Kebrya
,
Ben Liang
,
Min Dong
,
Gary Boudreau
,
Ronald Casselman
Interference Minimization in Cooperative Relay Beamforming With Multiple Communicating Pairs.
IEEE Trans. Wirel. Commun.
16 (10) (2017)
Imene Trigui
,
Sofiène Affes
,
Ben Liang
Unified stochastic geometry analysis of downlink cellular networks.
PIMRC
(2017)
Meng-Hsi Chen
,
Min Dong
,
Ben Liang
Resource Sharing of a Computing Access Point for Multi-user Mobile Cloud Offloading with Delay Constraints.
CoRR
(2017)
Jaya Prakash Champati
,
Ben Liang
Semi-Online Algorithms for Computational Task Offloading with Communication Delay.
IEEE Trans. Parallel Distributed Syst.
28 (4) (2017)
Meng-Hsi Chen
,
Ben Liang
,
Min Dong
Joint offloading and resource allocation for computation and communication in mobile cloud with computing access point.
INFOCOM
(2017)
Ali Ramezani-Kebrya
,
Min Dong
,
Ben Liang
,
Gary Boudreau
,
S. Hossein Seyedmehdi
Robust power optimization for device-to-device communication in a multi-cell network under partial CSI.
ICC
(2017)
Wei Bao
,
Ben Liang
Stochastic geometric analysis of handoffs in user-centric cooperative wireless networks.
INFOCOM
(2016)
Ruhallah AliHemmati
,
Min Dong
,
Ben Liang
,
Gary Boudreau
,
S. Hossein Seyedmehdi
Long-term power allocation for multi-channel Device-to-Device communication.
SPAWC
(2016)
Meng-Hsi Chen
,
Min Dong
,
Ben Liang
Joint offloading decision and resource allocation for mobile cloud with computing access point.
ICASSP
(2016)
Sheng Huang
,
Ben Liang
,
Jiandong Li
Distributed Interference and Delay Aware Design for D2D Communication in Cellular Networks.
GLOBECOM Workshops
(2016)
Wei Wang
,
Baochun Li
,
Ben Liang
,
Jun Li
Towards Multi-Resource Fair Allocation with Placement Constraints.
SIGMETRICS
(2016)
Imene Trigui
,
Sofiène Affes
,
Ben Liang
Unified Stochastic Geometry Modeling and Analysis of Cellular Networks in LOS/NLOS and Shadowed Fading.
CoRR
(2016)
Meng-Hsi Chen
,
Min Dong
,
Ben Liang
Multi-user Mobile Cloud Offloading Game with Computing Access Point.
CloudNet
(2016)
Yong Wang
,
Ben Liang
,
Yubin Xu
A two-stage rank selection scheme in downlink CoMP transmission networks.
ICC
(2016)
Ali Ramezani-Kebrya
,
Min Dong
,
Ben Liang
,
Gary Boudreau
,
Ronald Casselman
Per-Relay Power Minimization for Multi-user Multi-channel Cooperative Relay Beamforming.
IEEE Trans. Wirel. Commun.
15 (5) (2016)
Sun Sun
,
Min Dong
,
Ben Liang
Distributed Real-Time Power Balancing in Renewable-Integrated Power Grids With Storage and Flexible Loads.
IEEE Trans. Smart Grid
7 (5) (2016)
Sowndarya Sundar
,
Ben Liang
Communication Augmented Latest Possible Scheduling for cloud computing with delay constraint and task dependency.
INFOCOM Workshops
(2016)