Xiaoqi Qin

1. Nonlinear Transform Source-Channel Coding for Semantic Communications
   2021/12/21 by Jincheng Dai, Dai, Jincheng, Sixian Wang +11 · 31 citations
   Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Information Theory (cs.IT) #Machine Learning (cs.LG) #Speech and Audio Processing
2. Wireless Deep Video Semantic Transmission
   2022/05/26 by Sixian Wang, Jincheng Dai, Wang, Sixian +13 · 16 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Sparse and Compressive Sensing Techniques #Speech and Audio Processing
3. Toward Adaptive Semantic Communications: Efficient Data Transmission via Online Learned Nonlinear Transform Source-Channel Coding
   2022/11/08 by Jincheng Dai, Sixian Wang, Dai, Jincheng +13 · 5 citations
   Computer Science · #Speech and Audio Processing #Speech Recognition and Synthesis #Advanced Data Compression Techniques
4. DiffCom: Channel Received Signal is a Natural Condition to Guide Diffusion Posterior Sampling
   2024/06/11 by Sixian Wang, Jincheng Dai, Wang, Sixian +9 · 7 citations
   Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Information Theory (cs.IT) #Integrated Circuits and Semiconductor Failure Analysis #Signal Processing (eess.SP) #Ultrasonics and Acoustic Wave Propagation #electronic engineering #information engineering
5. Improved Nonlinear Transform Source-Channel Coding to Catalyze Semantic Communications
   2023/03/26 by Sixian Wang, Jincheng Dai, Wang, Sixian +9 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Signal Processing (eess.SP) #Speech and Audio Processing #Wireless Signal Modulation Classification #electronic engineering #information engineering
6. Age Based Task Scheduling and Computation Offloading in Mobile-Edge Computing Systems
   2019/05/28 by Xianxin Song, Xiaoqi Qin, Song, Xianxin +7 · 2 citations
   Computer Science · Engineering · #Age of Information Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #IoT Networks and Protocols #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
7. Joint Task and Data Oriented Semantic Communications: A Deep Separate Source-channel Coding Scheme
   2023/02/27 by Jianhao Huang, Huang, Jianhao, Dongxu Li +7 · 4 citations
   Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
8. Communication Beyond Transmitting Bits: Semantics-Guided Source and Channel Coding
   2022/08/04 by Jincheng Dai, Dai, Jincheng, Ping Zhang +9 · 2 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Underwater Vehicles and Communication Systems #Wireless Communication Security Techniques #Wireless Signal Modulation Classification
9. Harnessing Inherent Noises for Privacy Preservation in Quantum Machine Learning
   2023/12/18 by Keyi Ju, Ju, Keyi, Xiaoqi Qin +9 · 3 citations
   Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
10. Cramér-Rao Bound Minimization for IRS-Enabled Multiuser Integrated Sensing and Communications
    2023/06/30 by Xianxin Song, Xiaoqi Qin, Song, Xianxin +5 · 2 citations
    Engineering · #Advanced Wireless Communication Technologies #Underwater Vehicles and Communication Systems #Satellite Communication Systems
11. Fully-Passive versus Semi-Passive IRS-Enabled Sensing: SNR and CRB Comparison
    2023/11/10 by Xianxin Song, Song, Xianxin, Xinmin Li +9 · 2 citations
    Engineering · #Advanced Wireless Communication Technologies #Antenna Design and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
12. Fundamental Limitation of Semantic Communications: Neural Estimation for Rate-Distortion
    2024/01/02 by Dongxu Li, Jianhao Huang, Li, Dongxu +9 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Fractal and DNA sequence analysis #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Wireless Communication Security Techniques #Wireless Signal Modulation Classification #electronic engineering #information engineering
13. Fully-Passive versus Semi-Passive IRS-Enabled Sensing: SNR Analysis
    2023/08/10 by Xianxin Song, Xinmin Li, Song, Xianxin +5 · 1 citation
    Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Satellite Communication Systems #Signal Processing (eess.SP) #Underwater Vehicles and Communication Systems #electronic engineering #information engineering
14. Differentially Private ADMM for Distributed Medical Machine Learning
    2019/01/07 by Jiahao Ding, Xiaoqi Qin, Ding, Jiahao +9 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques