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Accelerated Training of Conditional Random Fields with Stochastic Gradient Methods
S. V. N. Vishwanathan, Nicol N. Schraudolph, Mark W. Schmidt, Kevin P. Murphy , International Conference on Machine Learning , 2006MATLAB/CPPFree
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Mixed-ADC/DAC multipair massive MIMO relaying systems: Performance analysis and power optimization
Jiayi Zhang, Linglong Dai, Ziyan He, Bo Ai, Octavia A. Dobre , IEEE Transactions on Communications , 2019MATLABFree
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Hybrid precoding-based millimeter-wave massive MIMO-NOMA with simultaneous wireless information and power transfer
Linglong Dai, Bichai Wang, Mugen Peng, Shanzhi Chen , IEEE Journal on Selected Areas in Communications , 2019MATLABFree
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Channel feedback based on AoD-adaptive subspace codebook in FDD massive MIMO systems
Wenqian Shen, Linglong Dai, Byonghyo Shim, Zhaocheng Wang, Robert W. Heath , IEEE Transactions on Communications , 2018MATLABFree
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Channel feedback codebook design for millimeter-wave massive MIMO systems relying on lens antenna array
Wenqian Shen, Linglong Dai, Yue Li, Zhaocheng Wang, Lajos Hanzo Hanzo , IEEE Wireless Communications Letters , 2018MATLABFree
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Super-resolution channel estimation for mmWave massive MIMO with hybrid precoding
Chaofang Hu, Linglong Dai, Talha Mahin Mir, Zhen Gao, Jun Fang , IEEE Transactions on Vehicular Technology , 2018MATLABFree
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Low RF-complexity technologies to enable millimeter-wave MIMO with large antenna array for 5G wireless communications
Xinyu Gao, Linglong Dai, Akbar M. Sayeed , IEEE Communications Magazine , 2018MATLABFree
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Relay hybrid precoding design in millimeter-wave massive MIMO systems
Xuan Xue, Yongchao Wang, Linglong Dai, Christos Masouros , IEEE Transactions on Signal Processing , 2018MATLABFree
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On the performance of NOMA-based cooperative relaying systems over Rician fading channels
Ruicheng Jiao, Linglong Dai, Jiayi Zhang, Richard MacKenzie, Mo Hao , IEEE Transactions on Vehicular Technology , 2017MATLABFree
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Spectrum and energy-efficient beamspace MIMO-NOMA for millimeter-wave communications using lens antenna array
Bichai Wang, Linglong Dai, Zhaocheng Wang, Ning Ge, Shidong Zhou , IEEE Journal on Selected Areas in Communications , 2017MATLABFree
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Reliable beamspace channel estimation for millimeter-wave massive MIMO systems with lens antenna array
Xinyu Gao, Linglong Dai, Shuangfeng Han, Chih-lin I, Xiaodong Wang , IEEE Transactions on Wireless Communications , 2016MATLABFree
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Fast channel tracking for terahertz beamspace massive MIMO systems
Xinyu Gao, Linglong Dai, Yuan Zhang, Tian Xie, Xiaoming Dai, Zhaocheng Wang , IEEE Transactions on Vehicular Technology , 2017MATLABFree
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Performance analysis of mixed-ADC massive MIMO systems over Rician fading channels
Jiayi Zhang, Linglong Dai, Ziyan He, Shi Jin, Xu Li , IEEE Journal on Selected Areas in Communications , 2017MATLABFree
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Transmission capacity analysis of relay-assisted device-to-device overlay/underlay communication
Yang Yang, Yuan Zhang, Linglong Dai, Jianjun Li, Shahid Mumtaz, Jonathan Rodriguez , IEEE Transactions on Industrial Informatics , 2017MATLABFree
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Near-optimal signal detector based on structured compressive sensing for massive SM-MIMO
Zhen Gao, Linglong Dai, Chenhao Qi, Chau Yuen, Zhaocheng Wang , IEEE Transactions on Vehicular Technology , 2017MATLABFree
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Energy efficiency maximization for device-to-device communication underlaying cellular networks on multiple bands
Yuan Zhang, Yang Yang, Linglong Dai , IEEE Access , 2016MATLABFree
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Joint channel training and feedback for FDD massive MIMO systems
Wenqian Shen, Linglong Dai, Yi Shi, Byonghyo Shim, Zhaocheng Wang , IEEE Transactions on Vehicular Technology , 2016MATLABFree
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Turbo-like beamforming based on tabu search algorithm for millimeter-wave massive MIMO systems
Xinyu Gao, Linglong Dai, Chau Yuen, Zhaocheng Wang , IEEE Transactions on Vehicular Technology , 2016MATLABFree
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Joint user activity and data detection based on structured compressive sensing for NOMA
Bichai Wang, Linglong Dai, Talha Mahin Mir, Zhaocheng Wang , IEEE Communications Letters , 2016MATLABFree
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Channel estimation for millimeter-Wave massive MIMO with hybrid precoding over frequency-selective fading channels
Zhen Gao, Linglong Dai, Chen Hu, Zhaocheng Wang , IEEE Communications Letters , 2016MATLABFree
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Near-optimal beam selection for beamspace mmWave massive MIMO systems
Xinyu Gao, Linglong Dai, Zhijie Chen, Zhaocheng Wang, Zhijun Zhang , IEEE Communications Letters , 2016MATLABFree
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On the spectral efficiency of massive MIMO systems with low-resolution ADCs
Jiayi Zhang, Linglong Dai, Shengyang Sun, Zhaocheng Wang , IEEE Communications Letters , 2016MATLABFree
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Energy-efficient hybrid analog and digital precoding for mmWave MIMO systems with large antenna arrays
Xinyu Gao, Linglong Dai, Shuangfeng Han, I Chih-Lin, Robert W. Heath , IEEE Journal on Selected Areas in Communications , 2016MATLABFree
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MIMO-NOMA design for small packet transmission in the Internet of things
Zhiguo Ding, Linglong Dai, H. Vincent Poor , IEEE Access , 2016MATLABFree
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Low-complexity SSOR-based precoding for massive MIMO systems
Tian Xie, Linglong Dai, Xinyu Gao, Xiaoming Dai, Youping Zhao , IEEE Communications Letters , 2016MATLABFree
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Spatially common sparsity based adaptive channel estimation and feedback for FDD massive MIMO
Zhen Gao, Linglong Dai, Zhaocheng Wang, Sheng Chen , IEEE Transactions on Signal Processing , 2015MATLABFree
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Joint CSIT acquisition based on low-rank matrix completion for FDD massive MIMO systems
Wenqian Shen, Linglong Dai, Byonghyo Shim, Shahid Mumtaz, Zhaocheng Wang , IEEE Communications Letters , 2015MATLABFree
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Graph coloring based pilot allocation to mitigate pilot contamination for multi-cell massive MIMO systems
Xudong Zhu, Linglong Dai, Zhaocheng Wang , IEEE Communications Letters , 2015MATLABFree
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Compressive sensing based differential channel feedback for massive MIMO
Wenqian Shen, Linglong Dai, Yi Shi, Xudong Zhu, Zhaocheng Wang , ArXiv , 2015MATLABFree
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Non-orthogonal multiple access for 5G: Solutions, challenges, opportunities, and future research trends
Linglong Dai, Bichai Wang, Yifei Yuan, Shuangfeng Han, I Chih-Lin, Zhaocheng Wang , IEEE Communications Magazine , 2015MATLABFree
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On the ergodic capacity of MIMO free-space optical systems over turbulence channels
Jiayi Zhang, Linglong Dai, Yanjun Han, Yu Zhang, Zhaocheng Wang , IEEE Journal on Selected Areas in Communications , 2015MATLABFree
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Low-complexity signal detection for large-scale MIMO in optical wireless communications
Xinyu Gao, Linglong Dai, Yuting Hu, Yu Zhang, Zhaocheng Wang , IEEE Journal on Selected Areas in Communications , 2015MATLABFree
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Low-complexity near-optimal signal detection for uplink large-scale MIMO systems
Xinyu Gao, Linglong Dai, Yongkui Ma, Zhaocheng Wang , ArXiv , 2014MATLABFree
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Super-resolution sparse MIMO-OFDM channel estimation based on spatial and temporal correlations
Zhen Gao, Linglong Dai, Zhaohua Lu, Chau Yuen, Zhaocheng Wang , IEEE Communications Letters , 2014MATLABFree
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Structured compressive sensing based superimposed pilot design in downlink large-scale MIMO systems
Zhen Gao, Linglong Dai, Zhaocheng Wang , ArXiv , 2014MATLABFree
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Spectrum- and energy-efficient OFDM based on simultaneous multi-channel reconstruction
Linglong Dai, Jintao Wang, Zhaocheng Wang, Paschalis Tsiaflakis, Marc Moonen , IEEE Transactions on Signal Processing , 2013MATLABFree
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Compressive sensing based time domain synchronous OFDM transmission for vehicular communications
Linglong Dai, Zhaocheng Wang, Zhixing Yang , IEEE Journal on Selected Areas in Communications , 2013MATLABFree
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Time-frequency training OFDM with high spectral efficiency and reliable performance in high speed environments
Linglong Dai, Zhaocheng Wang, Zhixing Yang , IEEE Journal on Selected Areas in Communications , 2012MATLABFree
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A novel uplink multiple access scheme based on TDS-FDMA
Linglong Dai, Zhaocheng Wang, Sheng Chen , IEEE Transactions on Wireless Communications , 2011MATLABFree
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Beamspace channel estimation for wideband millimeter-wave MIMO with lens antenna array
Xinyu Gao, Linglong Dai, Shidong Zhou, Akbar M. Sayeed, Lajos Hanzo Hanzo , IEEE International Conference on Communications… , 2018MATLABFree
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Angle-based codebook for low-resolution hybrid precoding in millimeter-wave massive MIMO systems
Jingbo Tan, Linglong Dai, Jianjun Li, Shi Jin , IEEE/CIC International Conference on… , 2017MATLABFree
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Beamspace MIMO-NOMA for millimeter-wave communications using lens antenna arrays
Bichai Wang, Linglong Dai, Xiqi Gao, Lajos Hanzo Hanzo , IEEE 86th Vehicular Technology Conference (VTC… , 2017MATLABFree
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On the power leakage problem in beamspace MIMO systems with lens antenna array
Tian Xie, Linglong Dai, Xinyu Gao, Haipeng Yao, Xiaodong Wang , IEEE 86th Vehicular Technology Conference (VTC… , 2017MATLABFree
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Optimal femtocell density for maximizing throughput in 5G heterogeneous networks under outage constraints
Talha Mahin Mir, Linglong Dai, Yang Yang, Wenqian Shen, Bichai Wang , IEEE 86th Vehicular Technology Conference (VTC… , 2017MATLABFree
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AoD-adaptive subspace codebook for channel feedback in FDD massive MIMO systems
Wenqian Shen, Linglong Dai, Guan Gui, Zhaocheng Wang, Robert W. Heath, Fumiyuki Adachi , IEEE International Conference on Communications… , 2017MATLABFree
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Machine learning inspired energy-efficient hybrid precoding for mmWave massive MIMO systems
Xinyu Gao, Linglong Dai, Ying Sun, Shuangfeng Han, I Chih-Lin , IEEE International Conference on Communications… , 2017MATLABFree
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Beamspace channel estimation for 3D lens-based millimeter-wave massive MIMO systems
Xinyu Gao, Linglong Dai, Shuangfeng Han, I Chih-Lin, Fumiyuki Adachi , 8th International Conference on Wireless… , 2016MATLABFree
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Priori-aided channel tracking for millimeter-wave beamspace massive MIMO systems
Linglong Dai, Xinyu Gao , URSI Asia-Pacific Radio Science Conference (URSI… , 2016MATLABFree
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Beamspace channel estimation for millimeter-wave massive MIMO systems with lens antenna array
Linglong Dai, Xinyu Gao, Shuangfeng Han, Chih-Lin I, Xiaodong Wang , International Conference on Communications , 2016MATLABFree
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On the spectral efficiency of space-constrained massive MIMO with linear receivers
Jiayi Zhang, Linglong Dai, Michail Matthaiou, Christos Masouros, Shi Jin , IEEE International Conference on Communications… , 2016MATLABFree
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Channel estimation for mmWave massive MIMO based access and backhaul in ultra-dense network
Zhen Gao, Linglong Dai, Zhaocheng Wang , IEEE International Conference on Communications… , 2016MATLABFree
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Massive MIMO channel estimation based on block iterative support detection
Wenqian Shen, Linglong Dai, Yi Shi, Zhen Gao, Zhaocheng Wang , IEEE Wireless Communications and Networking… , 2016MATLABFree
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Structured matching pursuit for reconstruction of dynamic sparse channels
Xudong Zhu, Linglong Dai, Guan Gui, Wei P. Dai, Zhaocheng Wang, Fumiyuki Adachi , IEEE Global Communications Conference (GLOBECOM) , 2014MATLABFree
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Tracking a dynamic sparse channel via differential orthogonal matching pursuit
Xudong Zhu, Linglong Dai, Wei P. Dai, Zhaocheng Wang, Marc Moonen , MILCOM - IEEE Military Communications… , 2015MATLABFree
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Temporal correlation based sparse channel estimation for TDS-OFDM in high-speed scenarios
Zhen Gao, Linglong Dai, Wenqian Shen, Zhaocheng Wang , MILCOM - IEEE Military Communications… , 2015MATLABFree
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Compressive sensing based multi-user detection for uplink grant-free non-orthogonal multiple access
Bichai Wang, Linglong Dai, Yifei Yuan, Zhaocheng Wang , IEEE 82nd Vehicular Technology Conference (VTC… , 2015MATLABFree
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Near-optimal hybrid analog and digital precoding for downlink mmWave massive MIMO systems
Linglong Dai, Xinyu Gao, Jinguo Quan, Shuangfeng Han, I Chih-Lin , IEEE International Conference on Communications… , 2015MATLABFree
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Block compressive channel estimation and feedback for FDD massive MIMO
Zhen Gao, Linglong Dai, Wei P. Dai, Zhaocheng Wang , IEEE Conference on Computer Communications… , 2015MATLABFree
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Joint CSIT acquisition based on low-rank matrix recovery for FDD massive MIMO systems
Wenqian Shen, Linglong Dai, Zhen Gao, Zhaocheng Wang , IEEE Conference on Computer Communications… , 2015MATLABFree
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Matrix inversion-less signal detection using SOR method for uplink large-scale MIMO systems
Xinyu Gao, Linglong Dai, Yuting Hu, Zhongxu Wang, Zhaocheng Wang , IEEE Global Communications Conference , 2014MATLABFree
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Low-complexity MMSE signal detection based on Richardson method for large-scale MIMO systems
Xinyu Gao, Linglong Dai, Chau Yuen, Yu Zhang , IEEE 80th Vehicular Technology Conference (VTC… , 2014MATLABFree
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Reliable and energy-efficient OFDM based on structured compressive sensing
Linglong Dai, Zhaocheng Wang, Zhixing Yang, Guan Gui, Fumiyuki Adachi , IEEE International Conference on Communications… , 2014MATLABFree
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Signaling-embedded preamble design for flexible optical transport networks
Linglong Dai, Zhaocheng Wang , IEEE 79th Vehicular Technology Conference (VTC… , 2014MATLABFree
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Time domain synchronous OFDM based on simultaneous multi-channel reconstruction
Linglong Dai, Jintao Wang, Zhaocheng Wang, Paschalis Tsiaflakis, Marc Moonen , IEEE International Conference on Communications… , 2013MATLABFree
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Spectrally efficient time-frequency training OFDM for MIMO systems
Linglong Dai, Zhaocheng Wang , IEEE Wireless Communications and Networking… , 2013MATLABFree
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Spectrum-efficient coherent optical zero padding OFDM for future high-speed transport networks
Linglong Dai, Zhaocheng Wang , IEEE Global Communications Conference (GLOBECOM) , 2012MATLABFree
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Time-frequency training OFDM with high spectral efficiency and improved performance over fast fading channels
Linglong Dai, Zhaocheng Wang, Jintao Wang, Jun Wang , IEEE Global Telecommunications Conference… , 2011MATLABFree
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Transmit diversity scheme for TDS-OFDM systems with reduced complexity
Linglong Dai, Zhaocheng Wang, Jintao Wang, Jun Wang , IEEE International Conference on Communications… , 2011MATLABFree
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TDS-OFDM transmit diversity based on space-time shifted CAZAC sequence
Linglong Dai, Jintao Wang, Zhaocheng Wang, Jun Wang , IEEE Global Telecommunications Conference… , 2010MATLABFree
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A novel TDS-FDMA scheme for multi-user uplink scenarios
Linglong Dai, Zhaocheng Wang, Jun Wang, Zhixing Yang , IEEE Global Telecommunications Conference… , 2010MATLABFree
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A novel time domain synchronous orthogonal frequency division multiple access scheme
Linglong Dai, Jian Fu, Jun Wang, Jian Song, Zhixing Yang , GLOBECOM - IEEE Global Telecommunications… , 2009MATLABFree
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Geometric mean decomposition based hybrid precoding for mmWave massive MIMO systems
Tian Xie, Linglong Dai, Xinyu Gao, Muhammad Zeeshan Shakir, Jianjun Li , China Communications , 2018MATLABFree
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Weighted graph coloring based pilot decontamination for multi-cell massive MIMO systems
Xudong Zhu, Linglong Dai, Zhaocheng Wang, Xiaodong Wang , IEEE Transactions on Vehicular Technology , 2017MATLABFree
-
Dynamic compressive sensing based multi-user detection for uplink grant-free NOMA
Bichai Wang, Linglong Dai, Yuan Zhang, Talha Mir, Jianjun Li , IEEE Communications Letters , 2016MATLABFree
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Compressive sensing based multi-user detector for large-scale SM-MIMO uplink
Zhen Gao, Linglong Dai, Zhaocheng Wang, Sheng Chen, Lajos Hanzo, Ananthanarayanan Chockalingam, Balaji Sundar Rajan, Tanumay Datta, Ashok Kumar. N, Virgilio Rodriguez, Rudolf Mathar , IEEE Transactions on Vehicular Technology , 2016MATLABFree
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Structured compressive sensing based spatio-temporal joint channel estimation for FDD massive MIMO
Zhen Gao, Linglong Dai, Wei Dai, Byonghyo Shim, Zhaocheng Wang , IEEE Transactions on Communications , 2016MATLABFree
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MmWave massive MIMO based wireless backhaul for 5G ultra-dense network
Zhen Gao, Linglong Dai, De Mi, Zhaocheng Wang, Muhammad Ali Imran, and M. Z. Shakir , IEEE Wireless Communications , 2015MATLABFree
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Effective capacity of communication systems over κ-µ shadowed fading channels
Jiayi Zhang, Linglong Dai, Wolfgang H. Gerstacker, Zhaocheng Wang , Electronics Letters , 2015MATLABFree
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Spatially correlated channel estimation based on block iterative support detection for massive MIMO
Wenqian Shen, Linglong Dai, Zhen Gao, Zhaocheng Wang , Electronics Letters , 2015MATLABFree
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Effective rate analysis of MISO systems over alpha-mu fading channels
Jiayi Zhang, Linglong Dai, Zhaocheng Wang, Derrick Wing Kwan Ng, Wolfgang H. Gerstacker , IEEE Global Commun. Conf. (IEEE GLOBECOM’15) , 2015MATLABFree
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Energy-efficient hybrid precoding with low complexity based on successive interference cancelation for millimeter-wave massive MIMO systems
Linglong Dai, Xinyu Gao, Zhaocheng Wang , 2015 Radio and Antenna Days of the Indian Ocean (RADIO) , 2015MATLABFree
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On the Performance of Channel-Statistics-Based Codebook for Massive MIMO Channel Feedback
Wenqian Shen, Linglong Dai, Yu Zhang, Jianjun Li, Zhaocheng Wang , IEEE Transactions on Vehicular Technology , 2017MATLABFree
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Capacity-approaching linear precoding with low-complexity for large-scale MIMO systems
Xinyu Gao, Linglong Dai, Jiayi Zhang, Shuangfeng Han, Chih-Lin , IEEE International Conference on Communications (ICC) , 2015MATLABFree
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MASAGA: A Linearly-Convergent Stochastic First-Order Method for Optimization on Manifolds
Reza Babanezhad, Issam H. Laradji, Alireza Shafaei, Mark W. Schmidt , ECML/PKDD , 2018PytorchFree
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Does Your Model Know the Digit 6 is Not a Cat? A Less Biased Evaluation of “Outlier” Detectors
Alireza Shafaei, Mark W. Schmidt, James J. Little , ArXiv , 2018PyTorchFree
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Inferring Parameters for an Elementary Step Model of DNA Structure Kinetics with Locally Context-Dependent Arrhenius Rates
Sedigheh Zolaktaf, Frits Dannenberg, +5 authors Erik Winfree , DNA , 2017PythonFree
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Block-Coordinate Frank-Wolfe Optimization for Structural SVMs
Simon Lacoste-Julien, Martin Jaggi, Mark W. Schmidt, Patrick Pletscher , INTERNATIONAL CONFERENCE ON MACHINE LEARNING , 2013MATLABFree
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A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets
Nicolas Le Roux, Mark W. Schmidt, Francis R. Bach , NIPS , 2012MATLABFree
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Projected Newton-type Methods in Machine Learning
Mark W. Schmidt, Dongmin Kim, Suvrit Sra , MIT Press , 2011MATLABFree
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Convex Structure Learning in Log-Linear Models: Beyond Pairwise Potentials
Mark W. Schmidt, Kevin P. Murphy , AISTATS , 2010MATLABFree
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Group Sparsity via Linear-Time Projection
EWOUT, Van Den, Harmen van den Berg, Mark W. Schmidt, Michael P. Friedlander, Kevin Murphy , UBC Technical Report , 2008MATLABFree
-
Fast Patch-based Style Transfer of Arbitrary Styles
Tian Qi Chen, Mark W. Schmidt , ArXiv , 2016LuaFree
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A simpler approach to obtaining an O(1/t) convergence rate for projected stochastic subgradient descent
Simon Lacoste-Julien, Mark W. Schmidt, Francis R. Bach , ARXIV: LEARNING , 2012MATLAB/CFree
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Generalized Fast Approximate Energy Minimization via Graph Cuts: Alpha-Expansion Beta-Shrink Moves
Mark W. Schmidt, Karteek Alahari École Normale Supérieure , UNCERTAINTY IN ARTIFICIAL INTELLIGENCE , 2011MATLABFree
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Fast Optimization Methods for L1-Regularization: A Comparative Study and 2 New Approaches
Mark W. Schmidt1, Glenn Fung2, Rómer Rosales2 1University of British Columbia, 2Siemens , EUROPEAN CONFERENCE ON MACHINE LEARNING , 2007MATLABFree
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Graphical Model Structure Learning with L1-Regularization
Mark Schmidt , PhD Thesis , 2010MATLABFree
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Optimization Methods for L1-Regularization
Mark Schmidt, Glenn Fung, Romer Rosaless , UBC Technical Report, , 2009MATLABFree
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CapSal: Leveraging Captioning to Boost Semantics for Salient Object Detection
Lu Zhang, Jianming Zhang, Zhe Lin, Huchuan Lu, You He, , CVPR 2019 , 2019PythonFree
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Attentive Feedback Network for Boundary-Aware Salient Object Detection
Mengyang Feng, Huchuan Lu, Errui Ding , CVPR2019 , 2019MATLABFree
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Person Re-identification with Latent Variables
Chong Sun, Dong Wang, Huchuan Lu , IEEE Transaction on Image Processing , 2017MATLABFree
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