title: Deep Learning Enabled Semantic Communication Systems

authors: Huiqiang Xie; Zhijin Qin; Geoffrey Ye Li; Biing‐Hwang Juang

venue: IEEE Transactions on Signal Processing

download_status: downloaded

source: IEEE Xplore authenticated skill or existing IEEE copy


title: Semantic Communication Systems for Speech Transmission

authors: Zhenzi Weng; Zhijin Qin

venue: IEEE Journal on Selected Areas in Communications


title: Semantic Communications for Speech Recognition

authors: Zhenzi Weng; Zhijin Qin; Geoffrey Ye Li

venue: 2021 IEEE Global Communications Conference (GLOBECOM)


title: Semantic Communications for Speech Signals


title: Semantic Communications: Principles and Challenges

authors: Zhijin Qin; Xiaoming Tao; Jianhua Lu; Tong, Wen; Li, Geoffrey Ye

venue: arXiv (Cornell University)

source: arXiv/open version


title: Task-Oriented Multi-User Semantic Communications for VQA

authors: Huiqiang Xie; Zhijin Qin; Geoffrey Ye Li

venue: IEEE Wireless Communications Letters


title: Toward Wisdom-Evolutionary and Primitive-Concise 6G: A New Paradigm of Semantic Communication Networks

authors: Ping Zhang; Wenjun Xu; Hui Gao; Kai Niu; Xiaodong Xu; Xiaoqi Qin; Caixia Yuan; Zhijin Qin; Haitao Zhao; Jibo Wei; Fangwei Zhang

venue: Engineering

source: local-existing

failure_reason: Gold OA publisher page returned 403; browser showed CAPTCHA; verification was not bypassed.


title: A Robust Deep Learning Enabled Semantic Communication System for Text

authors: Xiang Peng; Zhijin Qin; Danlan Huang; Xiaoming Tao; Jianhua Lü; Guangyi Liu; Chengkang Pan

venue: GLOBECOM 2022 - 2022 IEEE Global Communications Conference


title: A Unified Multi-Task Semantic Communication System with Domain Adaptation

authors: Guangyi Zhang; Qiyu Hu; Zhijin Qin; Yunlong Cai; Guanding Yu


title: Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications

authors: Denız Gündüz; Zhijin Qin; Iñaki Estella Aguerri; Harpreet S. Dhillon; Zhaohui Yang; Aylin Yener; Kai‐Kit Wong; Chan‐Byoung Chae


title: QoE-Aware Resource Allocation for Semantic Communication Networks

authors: Lei Yan; Zhijin Qin; Rui Zhang; Yongzhao Li; Geoffrey Ye Li


title: Resource Allocation for Text Semantic Communications


title: Robust Semantic Communications Against Semantic Noise

authors: Qiyu Hu; Guangyi Zhang; Zhijin Qin; Yunlong Cai; Guanding Yu; Geoffrey Ye Li

venue: 2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)


title: Semantic Sensing and Communications for Ultimate Extended Reality

authors: Bowen Zhang; Zhijin Qin; Yiyu Guo; Geoffrey Ye Li


title: Task-Oriented Image Transmission for Scene Classification in Unmanned Aerial Systems

authors: Xu Kang; Bin Song; Jie Guo; Zhijin Qin; F. Richard Yu

venue: IEEE Transactions on Communications


title: Task-Oriented Multi-User Semantic Communications

authors: Huiqiang Xie; Zhijin Qin; Xiaoming Tao; Khaled B. Letaief


title: A Generalized Semantic Communication System: From Sources to Channels

authors: Zhijin Qin; Feifei Gao; Bo Lin; Xiaoming Tao; Guangyi Liu; Chengkang Pan

venue: IEEE Wireless Communications


title: Deep Learning Enabled Semantic Communications With Speech Recognition and Synthesis

authors: Zhenzi Weng; Zhijin Qin; Xiaoming Tao; Chengkang Pan; Guangyi Liu; Geoffrey Ye Li

venue: IEEE Transactions on Wireless Communications


title: Mem-DeepSC: A Semantic Communication System with Memory

authors: Zhijin Qin; Huiqiang Xie; Xiaoming Tao


title: Multimedia Semantic Communications: Representation, Encoding and Transmission

authors: Yiping Duan; Qiyuan Du; Xin Fang; Zhipeng Xie; Zhijin Qin; Xiaoming Tao; Chengkang Pan; Guangyi Liu

venue: IEEE Network


title: QoE-based Semantic-Aware Resource Allocation for Multi-Task Networks

authors: Lei Yan; Zhijin Qin; Li, Chunfeng; Rui Zhang; Yongzhao Li; Xiaoming Tao


title: Robust Semantic Communications With Masked VQ-VAE Enabled Codebook


title: Semantic Communication for the Internet of Vehicles: A Multiuser Cooperative Approach

authors: Wenjun Xu; Yimeng Zhang; Fengyu Wang; Zhijin Qin; Chenyao Liu; Ping Zhang

venue: IEEE Vehicular Technology Magazine


title: Semantic Communication With Memory


title: Semantic Communications With Variable-Length Coding for Extended Reality

authors: Bowen Zhang; Zhijin Qin; Geoffrey Ye Li

venue: IEEE Journal of Selected Topics in Signal Processing


title: Semantic-Aware Image Compressed Sensing


title: Semantic-Aware Speech-to-Text Transmission Over MIMO Channels

authors: Zhenzi Weng; Zhijin Qin; Xiaoming Tao


title: Task-Oriented Explainable Semantic Communications Based on Structured Scene Graphs

authors: Shiqi Sun; Zhijin Qin; Huiqiang Xie; Xiaoming Tao


title: Task-Oriented Semantic Communications for Speech Transmission


title: Vector Quantized Semantic Communication System

authors: Qifan Fu; Huiqiang Xie; Zhijin Qin; Greg Slabaugh; Xiaoming Tao


title: A GAN-Based Semantic Communication for Text Without CSI

authors: Jin Mao; Ke Xiong; Ming Liu; Zhijin Qin; Wei Chen; Pingyi Fan; Khaled B. Letaief


title: A Robust Semantic Communication System for Image Transmission

authors: Xiang Peng; Zhijin Qin; Xiaoming Tao; Jianhua Lu; Khaled B. Letaief


title: A Robust Semantic Text Communication System

authors: Xiang Peng; Zhijin Qin; Xiaoming Tao; Jianhua Lü; Lajos Hanzo


title: A Secure and Efficient Distributed Semantic Communication System for Heterogeneous Internet of Things

authors: Weihao Zeng; Xinyu Xu; Qianyun Zhang; Jiting Shi; Zhenyu Guan; Shufeng Li; Zhijin Qin

venue: arXiv


title: A Unified Multi-Task Semantic Communication System for Multimodal Data

authors: Guangyi Zhang; Qiyu Hu; Zhijin Qin; Yunlong Cai; Guanding Yu; Xiaoming Tao


title: Adaptive Resource Allocation for Semantic Communication Networks

authors: Lingyi Wang; Wei Wu; Fuhui Zhou; Zhaohui Yang; Zhijin Qin; Qihui Wu


title: AI Empowered Wireless Communications: From Bits to Semantics

authors: Zhijin Qin; Le Liang; Zijing Wang; Shi Jin; Xiaoming Tao; Wen Tong; Geoffrey Ye Li

venue: Proceedings of the IEEE


title: Compression Ratio Learning and Semantic Communications for Video Imaging


title: Computational Offloading in Semantic-Aware Cloud-Edge-End Collaborative Networks

authors: Zelin Ji; Zhijin Qin


title: Computing Networks Enabled Semantic Communications

authors: Zhijin Qin; Jingkai Ying; Dingxi Yang; Hengjiang Wang; Xiaoming Tao


title: Hybrid Bit and Semantic Communications

authors: Kaiwen Yu; Renhe Fan; Gang Wu; Zhijin Qin


title: Hybrid Digital-Analog Joint Semantic-Channel Coding for Image Transmission

authors: Huiqiang Xie; Zhijin Qin; Zhu Han; Khaled B. Letaief


title: Intellicise Wireless Networks From Semantic Communications: A Survey, Research Issues, and Challenges

authors: Ping Zhang; Wenjun Xu; Yiming Liu; Xiaoqi Qin; Kai Niu; Shuguang Cui; Guangming Shi; Zhijin Qin; Xiaodong Xu; Fengyu Wang; Yue Meng; Chen Dong; Jincheng Dai; Qianqian Yang; Yaping Sun; Dahua Gao; Hui Gao; Shujun Han; Xiaodan Song

venue: IEEE Communications Surveys & Tutorials


title: IRS-Enhanced Secure Semantic Communication Networks: Cross-Layer and Context-Awared Resource Allocation

authors: Lingyi Wang; Wei Wu; Fuhui Zhou; Zhijin Qin; Qihui Wu


title: Resource Optimization for Semantic-Aware Networks With Task Offloading

authors: Zelin Ji; Zhijin Qin; Xiaoming Tao; Zhu Han


title: Semantic communications: Theories, technologies and applications

authors: Ping Zhang; Shi Guangming; Cui Shuguang; Zhaoyang Zhang; Kai Niu; Xiao Yong; Zhijin Qin; Jincheng Dai; Shuo Shao; Denız Gündüz; Eleonora Grassucci

venue: China Communications


title: Semantic MIMO Systems for Speech-to-Text Transmission

authors: Zhenzi Weng; Zhijin Qin; Huiqiang Xie; Xiaoming Tao; Khaled B. Letaief


title: Synchronous Semantic Communications for Video and Speech

authors: Yun Tian; Jingkai Ying; Zhijin Qin; Ye Jin; Xiaoming Tao


title: Task-Oriented Scene Graph-Based Semantic Communications With Adaptive Channel Coding

authors: Shiqi Sun; Zhijin Qin; Huiqiang Xie; Xiaoming Tao


title: Toward Intelligent Communications: Large Model Empowered Semantic Communications

authors: Huiqiang Xie; Zhijin Qin; Xiaoming Tao; Zhu Han

venue: IEEE Communications Magazine


title: Wireless Video Transmission with Joint Semantic-Channel Coding

authors: Yali Huang; Zhijin Qin


title: A Robust Image Semantic Communication System With Multi-Scale Vision Transformer

authors: Xiang Peng; Zhijin Qin; Xiaoming Tao; Jianhua Lu; Khaled B. Letaief

venue: IEEE Journal on Selected Areas in Communications


title: Adaptive Sampling and Joint Semantic-Channel Coding under Dynamic Channel Environment

authors: Zhiyuan Qi; Yulong Feng; Zhijin Qin

venue: IEEE ICC, 2025


title: Balancing Security and Efficiency in GAI-Driven Semantic Communication: Challenges, Solutions, and Future Paths

authors: Qianyun Zhang; Jiting Shi; Weihao Zeng; Xinyu Xu; Zhenyu Guan; Shufeng Li; Zhijin Qin


title: Cross-Layer Security for Semantic Communications: Metrics and Optimization

venue: IEEE Transactions on Vehicular Technology


title: Deep Learning-Based Semantic Communication System for Wireless Image Transmission

authors: Li-Lin Hu; Lisu Yu; Zhijin Qin

venue: IEEE Wireless Communications Letters


title: Diffusion-enabled Secure Semantic Communication Against Eavesdropping

authors: Boxiang He; Zihan Chen; Fanggang Wang; Shilian Wang; Zhijin Qin; Tony Q. S. Quek


title: Energy-Efficient Resource Allocation for Multi-User Semantic Communications: A Deep Reinforcement Learning Approach

authors: Xiaojing Chen; Jia Xu; Wei Ni; Shuyan Hu; Zhijin Qin; Shunqing Zhang


title: Generative Semantic Communications for Robust Speech-to-Text Translation

authors: Zhenzi Weng; Zijing Wang; Zhijin Qin; Xiaoming Tao


title: Hybrid Digital-Analog Semantic Communications

authors: Huiqiang Xie; Zhijin Qin; Zhu Han; Khaled B. Letaief


title: Image Semantic Communication With Quadtree Partition-Based Coding

authors: Yinhuan Huang; Zhijin Qin


title: Joint Semantic-Channel Coding and Modulation for Token Communications

authors: Jingkai Ying; Zhijin Qin; Yulong Feng; Liejun Wang; Xiaoming Tao


title: Knowledge Distillation Driven Semantic NOMA for Image Transmission with Diffusion Model

authors: Qifei Wang; Zhen Gao; Sun, Shuo; Zhijin Qin; Xiaodong Xu; Meixia Tao

venue: arXiv (Cornell University)


title: Knowledge Graph-Enhanced Robust Cognitive Semantic Communication Against Semantic Impairment

authors: Wei Wu; Tianle Yao; Fuhui Zhou; Zhijin Qin; Han Hu; Quan Wu


title: Large AI Model-Enabled Generative Semantic Communications for Image Transmission

authors: Qiyu Ma; Wanli Ni; Zhijin Qin

venue: IEEE GLOBECOM, 2025


title: Large Model Empowered Streaming Speech Semantic Communications

authors: Zhenzi Weng; Zhijin Qin; Geoffrey Ye Li


title: Large Speech Model Enabled Semantic Communication

authors: Yun Tian; Zhijin Qin; Guonian Lv; Ye Jin; Kaibin Huang; Han, Zhu


title: Multi-Task Semantic Communications via Large Models

authors: Wanli Ni; Zhijin Qin; Haofeng Sun; Xiaoming Tao; Zhu Han

venue: IEEE Communications Standards Magazine, 2025


title: On the Role of Semantic Communication in Non-Terrestrial Networks

authors: Zijing Wang; Zhenzi Weng; Xiaoming Tao; Zhijin Qin


title: Partial Sampling-Based Semantic Communications

authors: Kaiwen Yu; Qi He; Gang Wu; Zhijin Qin

venue: IEEE Transactions on Communications


title: Progressive Learned Image Transmission for Semantic Communication Using Hierarchical VAE

authors: Guangyi Zhang; Hanlei Li; Yunlong Cai; Qiyu Hu; Guanding Yu; Zhijin Qin

venue: IEEE Transactions on Cognitive Communications and Networking


title: Robust Semantic Communications for Speech Transmission


title: Secure Transmission in Wireless Semantic Communications With Adversarial Training

authors: Jiting Shi; Qianyun Zhang; Weihao Zeng; Shufeng Li; Zhijin Qin

venue: IEEE Communications Letters


title: Semantic Communication Based on Large Language Model for Underwater Image Transmission

authors: Weilong Chen; Wenxuan Xu; Haoran Chen; Xinran Zhang; Zhijin Qin; Yanru Zhang; Zhu Han

venue: IEEE Transactions on Mobile Computing


title: Semantic-Driven AI Agent Communications: Challenges and Solutions

authors: Kaiwen Yu; Mengying Sun; Zhijin Qin; Xiaodong Xu; Ping Yang; Yue Xiao; Gang Wu


title: Semantic-Enabled Video Transmission over Packet Erasure Channel

authors: Hao Chen; Wei Chen; Zhijin Qin


title: Synchronous Multi-Modal Semantic Communication System With Packet-Level Coding

authors: Yun Tian; Jingkai Ying; Zhijin Qin; Ye Jin; Xiaoming Tao

venue: IEEE Transactions on Wireless Communications


title: Ten challenges in semantic communications

authors: Zhijin Qin; Ying Jingkai; Xin Gangtao; Fan Pingyi; Feng Wei; Ning Ge; Tao Xiaoming


title: Timeliness-Aware Joint Source and Channel Coding for Adaptive Image Transmission

authors: Xiaolei Yang; Zijing Wang; Zhijin Qin; Xiaoming Tao

venue: arXiv


title: An Information-Theoretic Metric for Semantic Value of Spatiotemporal Information

authors: Zijing Wang; Zhijin Qin; Siyu Lin; Wei Feng


title: Distribution-Aware Constellation Learning for Image Transmission

authors: Xufeng Zhang; Yinhuan Huang; Jingkai Ying; Huan Liu; Zhijin Qin


title: Generalizable 3D Gaussian Splatting enabled Semantic Coding for Real-Time Immersive Video Communications

authors: Dingxi Yang; Wenqi Guo; Yue Liu; Jungong Han; Zhijin Qin


title: Goal-oriented communications for future cyber–physical systems

authors: Cheng Feng; Jianhua Pei; Zhijin Qin; Kaibin Huang; Dusit Niyato; Geoffrey Ye Li; Yi Wang; Ping Wang; Chongqing Kang

venue: Nature Reviews Electrical Engineering

failure_reason: Nature publisher page is closed access; PDF URL returned HTML; no open author version was located.


title: Meta-Curriculum Federated Learning for Adaptive Task-Oriented Semantic Communication

authors: Shufeng Li; Baoliang Wu; Qianyun Zhang; Zhijin Qin


title: MIMO-OTFS-Based Semantic Communication for High-Mobility Scenarios

authors: Yu Zhang; Jiarui Yan; Yue Liu; Tenglun Ke; Yimeng Wang; Zhijin Qin


title: Perception-Aware Video Semantic Communication

authors: Yinhuan Huang; Zhijin Qin


title: Semantic Communication Enabled Holographic Video Processing and Transmission

authors: Jingkai Ying; Zi-Han Qi; Ying Feng; Zhijin Qin; Zhu Han; Rahim Tafazolli; Yonina C. Eldar


title: Semantic Feature Multiple Access Empowered Integrated Learning and Communication Networks

authors: Jiaxiang Wang; Zhouxiang Zhao; Yahao Ding; Zhijin Qin; Zhaohui Yang; Mingzhe Chen; Mohammad Shikh-Bahaei


title: Toward Robust Semantic Communications: Proactive Importance-Ordered Restructuring for Enhanced Unequal Error Protection

authors: Xunyang Zhan; Jie Cao; Xu Zhu; Nikolaos Pappas; Zhijin Qin; Shaohan Feng


title: Unanticipated Adversarial Robustness of Semantic Communication

authors: Runxin Zhang; Yulin Shao; Hongyu An; Zhijin Qin; Kaibin Huang