LL
Le Liang
cs.ITmath.ITeess.SPcs.LGcs.AIcs.NIWater Pollutants, Chemicaleess.IVFluorescent DyesMicroplastics
On Valency
published · living versionsW_z7c56wgb·v1 · currentpublished
CORMA: Constraint-Routed Decision Mamba for Generalizable Multi-Constraint Offline Safe Reinforcement Learning
with Changxu Ni, Feiran You, Yongan Guo, Hongyang Du +3
1 version
Preprints & journals
60 papers in the corpus · 2014–2026UAV SAR Imaging via Diffusion Posterior Sampling under Non-Ideal Motion in ISAC Systems2610.14516v1 · Keying Zhu, Le Liang, Jie Yang et al.2026 · 0 citationsarXiv
Imaging Intrinsic Stochastic Magnetic Fluctuations in Living Cells10.64898/2026.03.23.713642v1 · Lin, W., Ding, T., Bao, C. et al.2026 · 1 citationbioRxiv
Large Language Model Empowered CSI Feedback in Massive MIMO Systems2603.02686v2 · Jie Wu, Wei Xu, Le Liang et al.2026 · 1 citationarXiv
A versatile logic-gated fluorescence turn-on nitrogen-doped carbon dots: STM32 microcontroller intelligent platform for assay of L-Histidine and Al3.41671827 · Liu, Yong-Qing, An, Bo-Wen, Tao-Zhu et al.2026 · 3 citationsJournal of colloid and interface science. 2026;711:140064
MambaFPN: A SSM-based feature pyramid network for object detection.41579822 · Liang, Le, Wang, Cheng, Zhang, Lefei2026 · 4 citationsNeural networks : the official journal of the International Neural Network Society. 2026;198:108544
CoDS: Collaborative Perception via Digital Semantic Communication2512.22513v1 · Jipeng Gan, Le Liang, Hua Zhang et al.2025 · 1 citationarXiv
Reducing Pilots in Channel Estimation with Predictive Foundation Models2512.15562v2 · Xingyu Zhou, Le Liang, Hao Ye et al.2025 · 2 citationsarXiv
Size-dependent and tissue specific accumulation of polystyrene microplastics and nanoplastics in zebrafish.41380357 · Su, Min, Gu, Dangen, Liang, Le et al.2026 · 3 citationsAquatic toxicology (Amsterdam, Netherlands). 2026;291:107678
Cross-Modal Semantic Communication for Heterogeneous Collaborative Perception2511.20000v1 · Mingyi Lu, Guowei Liu, Le Liang et al.2025 · 1 citationarXiv
Super-Resolution ISAC Receivers: An MCMC-Based Gridless Sparse Bayesian Learning Approach2511.17062v1 · Keying Zhu, Xingyu Zhou, Jie Yang et al.2025 · 0 citationsarXiv
Multimodal-Wireless: A Large-Scale Dataset for Sensing and Communication2511.03220v2 · Tianhao Mao, Le Liang, Jie Yang et al.2025 · 0 citationsarXiv
Conditional Diffusion Model-Enabled Scenario-Specific Neural Receivers for Superimposed Pilot Schemes2511.01173v1 · Xingyu Zhou, Le Liang, Xinjie Li et al.2025 · 0 citationsarXiv
Robust MIMO Channel Estimation Using Energy-Based Generative Diffusion Models2510.22230v1 · Ziqi Diao, Xingyu Zhou, Le Liang et al.2025 · 4 citationsarXiv
Next-Generation AI-Native Wireless Communications: MCMC-Based Receiver Architectures for Unified Processing2510.01636v1 · Xingyu Zhou, Le Liang, Jing Zhang et al.2025 · 0 citationsarXiv
Comparative analysis of the toxicological and histopathological impact of microplastic fibers and microbeads in exposure associated with dibutyl phthalate in zebrafish (Danio rerio).40957147 · Zhou, Zhendong, Zhao, Xianfu, Liang, Le et al.2025 · 6 citationsEcotoxicology and environmental safety. 2025;303:119053
Large Language Models for Wireless Communications: From Adaptation to Autonomy2507.21524v2 · Le Liang, Hao Ye, Yucheng Sheng et al.2025 · 6 citationsarXiv
A Wireless Foundation Model for Multi-Task Prediction2507.05938v2 · Yucheng Sheng, Jiacheng Wang, Xingyu Zhou et al.2025 · 0 citationsarXiv
SComCP: Task-Oriented Semantic Communication for Collaborative Perception2507.00895v1 · Jipeng Gan, Yucheng Sheng, Hua Zhang et al.2025 · 5 citationsarXiv
Hierarchical Multi-Agent Reinforcement Learning-based Coordinated Spatial Reuse for Next Generation WLANs2506.14187v1 · Jiaming Yu, Le Liang, Hao Ye et al.2025 · 2 citationsarXiv
Unsupervised Learning-Based Joint Resource Allocation and Beamforming Design for RIS-Assisted MISO-OFDMA Systems2506.22448v1 · Yu Ma, Xingyu Zhou, Xiao Li et al.2025 · 2 citationsarXiv
Beamforming and Resource Allocation for Delay Minimization in RIS-Assisted OFDM Systems2506.03586v4 · Yu Ma, Xiao Li, Chongtao Guo et al.2025 · 0 citationsarXiv
Power Allocation for Delay Optimization in Device-to-Device Networks: A Graph Reinforcement Learning Approach2505.12902v1 · Hao Fang, Kai Huang, Hao Ye et al.2025 · 4 citationsarXiv
Small-Scale-Fading-Aware Resource Allocation in Wireless Federated Learning2505.03533v1 · Jiacheng Wang, Le Liang, Hao Ye et al.2025 · 6 citationsarXiv
A dual-functional fluorescent probe based on coumarin derivative for highly sensitive and intelligent detection of Zn2+/Cu2+ and cell imaging.40187262 · Cai, Su-Qian, Liang, Le, Liu, Yong-Qing et al.2025 · 31 citationsJournal of hazardous materials. 2025;492:138104
Task-Oriented Semantic Communication for Stereo-Vision 3D Object Detection2502.12735v1 · Zijian Cao, Hua Zhang, Le Liang et al.2025 · 7 citationsarXiv
Hybrid Beamforming Design for Bistatic Integrated Sensing and Communication Systems2502.11446v1 · Tianhao Mao, Jie Yang, Le Liang et al.2025 · 6 citationsarXiv
Deep Reinforcement Learning-Based User Scheduling for Collaborative Perception2502.10456v1 · Yandi Liu, Guowei Liu, Le Liang et al.2025 · 9 citationsarXiv
Heterogeneous Multi-Agent Reinforcement Learning for Distributed Channel Access in WLANs2412.14218v2 · Jiaming Yu, Le Liang, Chongtao Guo et al.2024 · 3 citationsarXiv
ISAC Prototype System for Multi-Domain Cooperative Communication Networks2410.22956v1 · Jie Yang, Hang Que, Tao Du et al.2024 · 14 citationsarXiv
Meta-Learning Empowered Graph Neural Networks for Radio Resource Management2408.16239v1 · Kai Huang, Le Liang, Xinping Yi et al.2024 · 10 citationsarXiv
Semantic Communication for Cooperative Perception using HARQ2409.09042v1 · Yucheng Sheng, Le Liang, Hao Ye et al.2024 · 11 citationsarXiv
Generative Diffusion Models for High Dimensional Channel Estimation2408.10501v3 · Xingyu Zhou, Le Liang, Jing Zhang et al.2024 · 61 citationsarXiv
GRLinQ: An Intelligent Spectrum Sharing Mechanism for Device-to-Device Communications with Graph Reinforcement Learning2408.09394v1 · Zhiwei Shan, Xinping Yi, Le Liang et al.2024 · 0 citationsarXiv
Beam Prediction based on Large Language Models2408.08707v2 · Yucheng Sheng, Kai Huang, Le Liang et al.2024 · 50 citationsarXiv
Mini-Batch Gradient-Based MCMC for Decentralized Massive MIMO Detection2407.18489v1 · Xingyu Zhou, Le Liang, Jing Zhang et al.2024 · 9 citationsarXiv
Near-Optimal MIMO Detection Using Gradient-Based MCMC in Discrete Spaces2407.06042v2 · Xingyu Zhou, Le Liang, Jing Zhang et al.2024 · 5 citationsarXiv
On Purely Data-Driven Massive MIMO Detectors2401.07515v2 · Hao Ye, Le Liang2024 · 7 citationsarXiv
Joint Design of ISAC Waveform under PAPR Constraints2311.11594v3 · Yating Chen, Cai Wen, Yan Huang et al.2023 · 13 citationsarXiv
Semantic Communication for Cooperative Perception based on Importance Map2311.06498v1 · Yucheng Sheng, Hao Ye, Le Liang et al.2023 · 23 citationsarXiv
Meta Reinforcement Learning for Fast Spectrum Sharing in Vehicular Networks2309.17185v1 · Kai Huang, Le Liang, Shi Jin et al.2023 · 2 citationsarXiv
Gradient-Based Markov Chain Monte Carlo for MIMO Detection2308.06562v2 · Xingyu Zhou, Le Liang, Jing Zhang et al.2023 · 14 citationsarXiv
SAFARI: Sparsity enabled Federated Learning with Limited and Unreliable Communications2204.02321v1 · Yuzhu Mao, Zihao Zhao, Meilin Yang et al.2022 · 28 citationsarXiv
Reinforcement Learning Based Power Control for Reliable Mission-Critical Wireless Transmission2202.06345v2 · Chongtao Guo, Zhengchao Li, Le Liang et al.2022 · 10 citationsarXiv
Decentralized Federated Learning with Unreliable Communications2108.02397v1 · Hao Ye, Le Liang, Geoffrey Li2021 · 184 citationsarXiv
A Lightweight Deep Network for Efficient CSI Feedback in Massive MIMO Systems2105.10283v1 · Yuyao Sun, Wei Xu, Le Liang et al.2021 · 49 citationsarXiv
[A modified method for spermatogonial cell sorting].32233228 · Li, Kun, Liu, Yue, Huang, Peng et al.2020 · 0 citationsZhonghua nan ke xue = National journal of andrology. 2019;25(11):963-970
Learn to Compress CSI and Allocate Resources in Vehicular Networks1908.04685v1 · Liang Wang, Hao Ye, Le Liang et al.2019 · 59 citationsarXiv
Learn to Allocate Resources in Vehicular Networks1908.03447v1 · Liang Wang, Hao Ye, Le Liang et al.2019 · 0 citationsarXiv
Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks1907.03289v2 · Le Liang, Hao Ye, Guanding Yu et al.2019 · 281 citationsarXiv
Spectrum Sharing in Vehicular Networks Based on Multi-Agent Reinforcement Learning1905.02910v2 · Le Liang, Hao Ye, Geoffrey Ye Li2019 · 557 citationsarXiv
Career total: 179 works. 60 are in this corpus.Showing the 50 most recent.
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