Shicong Liu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 28

Top Topics

Residual Vector Quantization

Nearest Neighbor Search

Channel Estimation

Top Venues

IEEE Trans. Veh. Technol.

Publications

Shicong Liu, Xin Ma, Shenyang Deng, Yuanchi Suo, Jianjun Zhang, Wing W. Y. Ng
Lightweight multimodal Cycle-Attention Transformer towards cancer diagnosis. Expert Syst. Appl. 255 (2024)
Shicong Liu, Xianghao Yu, Zhen Gao, Jie Xu, Derrick Wing Kwan Ng, Shuguang Cui
Sensing-Enhanced Channel Estimation for Near-Field XL-MIMO Systems. CoRR (2024)
Shicong Liu, Xianghao Yu
Low-Complexity Near-Field Localization with XL-MIMO Sectored Uniform Circular Arrays. CoRR (2024)
Zhen Gao, Shicong Liu, Yu Su, Zhongxiang Li, Dezhi Zheng
Hybrid Knowledge-Data Driven Channel Semantic Acquisition and Beamforming for Cell-Free Massive MIMO. IEEE J. Sel. Top. Signal Process. 17 (5) (2023)
Zhen Gao, Shicong Liu, Yu Su, Zhongxiang Li, Dezhi Zheng
Hybrid Knowledge-Data Driven Channel Semantic Acquisition and Beamforming for Cell-Free Massive MIMO. CoRR (2023)
Shicong Liu, Zhen Gao, Gaojie Chen, Yu Su, Lu Peng
Transformer-based Joint Source Channel Coding for Textual Semantic Communication. ICCC (2023)
Shicong Liu, Xianghao Yu, Zhen Gao, Derrick Wing Kwan Ng
DPSS-based Codebook Design for Near-Field XL-MIMO Channel Estimation. CoRR (2023)
Shicong Liu, Zhen Gao, Gaojie Chen, Yu Su, Lu Peng
Transformer-based Joint Source Channel Coding for Textual Semantic Communication. CoRR (2023)
Shicong Liu, Zhen Gao, Chun Hu, Shufeng Tan, Liang Fang, Li Qiao
Model-Driven Deep Learning Based Precoding for FDD Cell-Free Massive MIMO with Imperfect CSI. IWCMC (2022)
Minghui Wu, Ziwei Wan, Yang Wang, Shicong Liu, Zhen Gao
Deep Learning-Based Rate-Splitting Multiple Access for Massive MIMO-OFDM Systems With Imperfect CSIT. ISWCS (2022)
Xingyu Zhou, Keke Ying, Shicong Liu, Malong Ke, Zhen Gao, Mohamed-Slim Alouini
Reconfigurable intelligent surface assisted grant-free massive access. Intell. Converged Networks 3 (1) (2022)
Shicong Liu, Zhen Gao, Yongpeng Wu, Derrick Wing Kwan Ng, Xiqi Gao, Kai-Kit Wong, Symeon Chatzinotas, Björn E. Ottersten
LEO Satellite Constellations for 5G and Beyond: How Will They Reshape Vertical Domains? IEEE Commun. Mag. 59 (7) (2021)
Shicong Liu, Zhen Gao, Yongpeng Wu, Derrick Wing Kwan Ng, Xiqi Gao, Kai-Kit Wong, Symeon Chatzinotas, Björn E. Ottersten
LEO Satellite Constellations for 5G and Beyond: How Will They Reshape Vertical Domains? CoRR (2021)
Shicong Liu, Zhen Gao, Jun Zhang, Marco Di Renzo, Mohamed-Slim Alouini
Deep Denoising Neural Network Assisted Compressive Channel Estimation for mmWave Intelligent Reflecting Surfaces. CoRR (2020)
Shicong Liu, Zhen Gao, Jun Zhang, Marco Di Renzo, Mohamed-Slim Alouini
Deep Denoising Neural Network Assisted Compressive Channel Estimation for mmWave Intelligent Reflecting Surfaces. IEEE Trans. Veh. Technol. 69 (8) (2020)
Shicong Liu, Hongtao Lu
Quantizable deep representation learning with gradient snapping layer for large scale search. ICME (2017)
Shicong Liu, Junru Shao, Hongtao Lu
Generalized Residual Vector Quantization and Aggregating Tree for Large Scale Search. IEEE Trans. Multim. 19 (8) (2017)
Shicong Liu, Hongtao Lu
Learning deep representations with diode loss for quantization-based similarity search. IJCNN (2017)
Shicong Liu, Hongtao Lu
Space shuttle model: A physics inspired method for learning quantizable deep representations. ICME (2017)
Shicong Liu, Junru Shao, Hongtao Lu
Generalized residual vector quantization for large scale data. CoRR (2016)
Shicong Liu, Junru Shao, Hongtao Lu
Accelerated distance computation with encoding tree/forest for high dimensional data. ICMLC (2016)
Shicong Liu, Hongtao Lu
Accurate Deep Representation Quantization with Gradient Snapping Layer for Similarity Search. CoRR (2016)
Shicong Liu, Junru Shao, Hongtao Lu
Aggregating Tree for Searching in Billion Scale High Dimensional Data. ICDM Workshops (2016)
Shicong Liu, Junru Shao, Hongtao Lu
Generalized residual vector quantization for large scale data. ICME (2016)
Shicong Liu, Junru Shao, Hongtao Lu
Accelerated Distance Computation with Encoding Tree for High Dimensional Data. CoRR (2015)
Shicong Liu, Junru Shao, Hongtao Lu
HCLAE: High Capacity Locally Aggregating Encodings for Approximate Nearest Neighbor Search. CoRR (2015)
Shicong Liu, Hongtao Lu
Learning Better Encoding for Approximate Nearest Neighbor Search with Dictionary Annealing. CoRR (2015)
Shicong Liu, Hongtao Lu, Junru Shao
Improved Residual Vector Quantization for High-dimensional Approximate Nearest Neighbor Search. CoRR (2015)