Yang Li

54 papers B 5C 1Misc 2Journal 38Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A General Deep Learning Framework for Wireless Resource Allocation under Discrete Constraints.
CoRR
Yikun Wang, Yang Li, Yik-Chung Wu, Rui Zhang
2026 J jnl
A General Optimization Framework for Tackling Distance Constraints in Movable Antenna-Aided Systems.
IEEE Trans. Wirel. Commun.
Yichen Jin, Qingfeng Lin, Yang Li, Hancheng Zhu, Bingyang Cheng, Yik-Chung Wu, Rui Zhang
2026 J jnl
AMP-Based Joint Activity Detection and Channel Estimation in IRS-Aided Grant-Free Access With Accurate Channel and Sparsity Modeling.
IEEE Trans. Commun.
Hao Zhang, Qingfeng Lin, Yang Li, Yik-Chung Wu
2026 J jnl
Covariance-Based Device Activity Detection With Massive MIMO for Near-Field Correlated Channels.
IEEE Trans. Wirel. Commun.
Ziyue Wang, Yang Li, Ya-Feng Liu, Junjie Ma
2026 J jnl
Unveiling the Power of Complex-Valued Transformers in Wireless Communications.
IEEE Trans. Commun.
Yang Leng, Qingfeng Lin, Long-Yin Yung, Jingreng Lei, Yang Li, Yik-Chung Wu
2025 B conf
Distributed Activity Detection for Cell-Free Hybrid Near-Far Field Communications.
GLOBECOM
Jingreng Lei, Yang Li, Zeyi Ren, Qingfeng Lin, Ziyue Wang, Ya-Feng Liu, Yik-Chung Wu
2025 J jnl
Harnessing Common Sparsity for Enhancing AMP-Based Activity Detection and Channel Estimation.
IEEE Trans. Signal Process.
Hao Zhang, Yang Li, Qingfeng Lin, Yik-Chung Wu, H. Vincent Poor
2025 J jnl
Learning to Optimize Resource Allocation in Dynamic Wireless Environments: Embracing the New While Engaging the Old.
IEEE Trans. Wirel. Commun.
Zhenrong Liu, Yang Li, Yik-Chung Wu, Yi Gong
2025 J jnl
Mixture of Experts-Augmented Deep Unfolding for Activity Detection in IRS-Aided Systems.
IEEE Wirel. Commun. Lett.
Zeyi Ren, Qingfeng Lin, Jingreng Lei, Yang Li, Yik-Chung Wu
2025 J jnl
Mixture of Experts-augmented Deep Unfolding for Activity Detection in IRS-aided Systems.
CoRR
Zeyi Ren, Qingfeng Lin, Jingreng Lei, Yang Li, Yik-Chung Wu
2024 — conf
A Penalty-Dual Learning Framework for Multi-User QoS-Constrained Beamforming.
SPAWC
Yang Li, Ya-Feng Liu, Fan Xu, Qingjiang Shi, Tsung-Hui Chang
2024 J jnl
Activity Detection for Massive Connectivity in Cell-Free Networks With Unknown Large-Scale Fading, Channel Statistics, Noise Variance, and Activity Probability: A Bayesian Approach.
IEEE Trans. Signal Process.
Hao Zhang, Qingfeng Lin, Yang Li, Lei Cheng, Yik-Chung Wu
2024 J jnl
Activity Detection for Massive Connectivity in Cell-free Networks with Unknown Large-scale Fading, Channel Statistics, Noise Variance, and Activity Probability: A Bayesian Approach.
CoRR
Hao Zhang, Qingfeng Lin, Yang Li, Lei Cheng, Yik-Chung Wu
2024 Misc conf
Bayesian Activity Detection for Massive Connectivity in Cell-Free IoT Networks.
ICASSP
Hao Zhang, Qingfeng Lin, Yang Li, Lei Cheng, Yik-Chung Wu
2024 J jnl
Communication-Efficient Activity Detection for Cell-Free Massive MIMO: An Augmented Model-Driven End-to-End Learning Framework.
IEEE Trans. Wirel. Commun.
Qingfeng Lin, Yang Li, Wei-Bin Kou, Tsung-Hui Chang, Yik-Chung Wu
2024 J jnl
Covariance-Based Device Activity Detection with Massive MIMO for Near-Field Correlated Channels.
CoRR
Ziyue Wang, Yang Li, Ya-Feng Liu, Junjie Ma
2024 J jnl
ENGNN: A General Edge-Update Empowered GNN Architecture for Radio Resource Management in Wireless Networks.
IEEE Trans. Wirel. Commun.
Yunqi Wang, Yang Li, Qingjiang Shi, Yik-Chung Wu
2024 J jnl
HPE Transformer: Learning to Optimize Multi-Group Multicast Beamforming Under Nonconvex QoS Constraints.
CoRR
Yang Li, Ya-Feng Liu
2024 J jnl
HPE Transformer: Learning to Optimize Multi-Group Multicast Beamforming Under Nonconvex QoS Constraints.
IEEE Trans. Commun.
Yang Li, Ya-Feng Liu
2024 — conf
Handling Distance Constraint in Movable Antenna Aided Systems: A General Optimization Framework.
SPAWC
Yichen Jin, Qingfeng Lin, Yang Li, Yik-Chung Wu
2024 J jnl
Intelligent Reflecting Surface Aided Activity Detection for Massive Access: Performance Analysis and Learning Approach.
IEEE Trans. Wirel. Commun.
Qingfeng Lin, Yang Li, Yik-Chung Wu, Rui Zhang
2024 Misc conf
Learning a Low-Rank Feature Representation: Achieving Better Trade-Off Between Stability and Plasticity in Continual Learning.
ICASSP
Zhenrong Liu, Yang Li, Yi Gong, Yik-Chung Wu
2024 J jnl
Learning to Optimize QoS-Constrained Beamforming in Multi-User Systems: A Penalty-Dual Framework.
IEEE Trans. Wirel. Commun.
Yang Li, Ya-Feng Liu, Fan Xu, Qingjiang Shi, Tsung-Hui Chang
2024 J jnl
Understanding Complex-Valued Transformer for Modulation Recognition.
IEEE Wirel. Commun. Lett.
Jingreng Lei, Yang Li, Long-Yin Yung, Yang Leng, Qingfeng Lin, Yik-Chung Wu
2023 — conf
A Gradient Driven Graph Neural Network for Optimizing Precoding.
GLOBECOM (Workshops)
Lin Zhang, Shengqian Han, Chenyang Yang, Yang Li
2023 J jnl
Asynchronous Activity Detection for Cell-Free Massive MIMO: From Centralized to Distributed Algorithms.
IEEE Trans. Wirel. Commun.
Yang Li, Qingfeng Lin, Ya-Feng Liu, Bo Ai, Yik-Chung Wu
2023 — conf
Communication-Efficient Joint Signal Compression and Activity Detection in Cell-Free Massive MIMO.
ICC
Qingfeng Lin, Yang Li, Wei-Bin Kou, Tsung-Hui Chang, Yik-Chung Wu
2023 — conf
Distributed Algorithms for Asynchronous Activity Detection in Cell-Free Massive MIMO.
ICC
Yang Li, Qingfeng Lin, Ya-Feng Liu, Bo Ai, Yik-Chung Wu
2023 J jnl
ENGNN: A General Edge-Update Empowered GNN Architecture for Radio Resource Management in Wireless Networks.
CoRR
Yunqi Wang, Yang Li, Qingjiang Shi, Yik-Chung Wu
2023 — conf
Gradient based Information Aggregation of GNN for Precoder Learning.
VTC Fall
Shiyong Chen, Shengqian Han, Yang Li
2023 J jnl
Heterogeneous Transformer: A Scale Adaptable Neural Network Architecture for Device Activity Detection.
IEEE Trans. Wirel. Commun.
Yang Li, Zhilin Chen, Yunqi Wang, Chenyang Yang, Bo Ai, Yik-Chung Wu
2023 B conf
Intelligent Reflecting Surface Aided Activity Detection: A Covariance-Based Learning Approach.
GLOBECOM
Qingfeng Lin, Yang Li, Yik-Chung Wu, Rui Zhang
2023 — conf
Joint Activity Detection and Channel Estimation in Massive Machine-Type Communications with Low-Resolution ADC.
ICC
Ye Xue, An Liu, Yang Li, Qingjiang Shi, Vincent K. N. Lau
2023 J jnl
Joint Activity Detection and Channel Estimation in Massive Machine-Type Communications with Low-Resolution ADC.
CoRR
Ye Xue, An Liu, Yang Li, Qingjiang Shi, Vincent K. N. Lau
2023 — conf
Learning Cooperative Beamforming with Edge-Update Empowered Graph Neural Networks.
ICC
Yunqi Wang, Yang Li, Qingjiang Shi, Yik-Chung Wu
2023 J jnl
Learning a Low-Rank Feature Representation: Achieving Better Trade-Off between Stability and Plasticity in Continual Learning.
CoRR
Zhenrong Liu, Yang Li, Yi Gong, Yik-Chung Wu
2023 B conf
Learning to Optimize QoS-Constrained Multicast Beamforming with HPE Transformer.
GLOBECOM
Yang Li, Ya-Feng Liu
2023 J jnl
Sparsity Constrained Joint Activity and Data Detection for Massive Access: A Difference-of-Norms Penalty Framework.
IEEE Trans. Wirel. Commun.
Qingfeng Lin, Yang Li, Yik-Chung Wu
2022 J jnl
Asynchronous Activity Detection for Cell-Free Massive MIMO: From Centralized to Distributed Algorithms.
CoRR
Yang Li, Qingfeng Lin, Ya-Feng Liu, Bo Ai, Yik-Chung Wu
2022 J jnl
Learning Cooperative Beamforming with Edge-Update Empowered Graph Neural Networks.
CoRR
Yunqi Wang, Yang Li, Qingjiang Shi, Yik-Chung Wu
2022 C conf
Penalty-Based Algorithm for Joint Activity and Data Detection in Grant-Free Massive Access.
ICCC
Qingfeng Lin, Yang Li, Yik-Chung Wu
2022 J jnl
Phase Shift Design in RIS Empowered Wireless Networks: From Optimization to AI-Based Methods.
CoRR
Zongze Li, Shuai Wang, Qingfeng Lin, Yang Li, Miaowen Wen, Yik-Chung Wu, H. Vincent Poor
2022 J jnl
Phase Shift Design in RIS Empowered Wireless Networks: From Optimization to AI-Based Methods.
Network
Zongze Li, Shuai Wang, Qingfeng Lin, Yang Li, Miaowen Wen, Yik-Chung Wu, H. Vincent Poor
2021 J jnl
Heterogeneous Transformer: A Scale Adaptable Neural Network Architecture for Device Activity Detection.
CoRR
Yang Li, Zhilin Chen, Yunqi Wang, Chenyang Yang, Yik-Chung Wu
2021 J jnl
Learning to Construct Nested Polar Codes: An Attention-Based Set-to-Element Model.
IEEE Commun. Lett.
Yang Li, Zhitang Chen, Guochen Liu, Yik-Chung Wu, Kai-Kit Wong
2020 J jnl
Caching at Base Stations With Multi-Cluster Multicast Wireless Backhaul via Accelerated First-Order Algorithms.
IEEE Trans. Wirel. Commun.
Yang Li, Minghua Xia, Yik-Chung Wu
2020 J jnl
Caching at Base Stations with Multi-Cluster Multicast Wireless Backhaul via Accelerated First-Order Algorithm.
CoRR
Yang Li, Minghua Xia, Yik-Chung Wu
2019 J jnl
Activity Detection for Massive Connectivity Under Frequency Offsets via First-Order Algorithms.
IEEE Trans. Wirel. Commun.
Yang Li, Minghua Xia, Yik-Chung Wu
2019 J jnl
Energy-Efficient Precoding for Non-Orthogonal Multicast and Unicast Transmission via First-Order Algorithm.
IEEE Trans. Wirel. Commun.
Yang Li, Minghua Xia, Yik-Chung Wu
2018 J jnl
First-Order Algorithm for Content-Centric Sparse Multicast Beamforming in Large-Scale C-RAN.
IEEE Trans. Wirel. Commun.
Yang Li, Minghua Xia, Yik-Chung Wu
2015 J jnl
Beamforming design with proactive interference cancelation in MISO interference channels.
EURASIP J. Adv. Signal Process.
Yang Li, Yafei Tian, Chenyang Yang
2015 J jnl
Energy-Efficient Coordinated Beamforming Under Minimal Data Rate Constraint of Each User.
IEEE Trans. Veh. Technol.
Yang Li, Yafei Tian, Chenyang Yang
2014 B conf
Coordinated precoding and proactive interference cancellation in mixed interference scenarios.
WCNC
Yunlu Wang, Yafei Tian, Yang Li, Chenyang Yang
2013 B conf
Energy-efficient coordinated beamforming with individual data rate constraints.
PIMRC
Yang Li, Yafei Tian, Chenyang Yang