Yan Xin

35 papers B 6Misc 1Journal 17Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhancing Large Language Models (LLMs) for Telecom using Dynamic Knowledge Graphs and Explainable Retrieval-Augmented Generation.
CoRR
Dun Yuan, Hao Zhou, Xue Liu, Hao Chen, Yan Xin, Jianzhong Zhang
2025 J jnl
A High-Order Saddlepoint Method for Bayesian System Evaluation.
J. Syst. Sci. Complex.
Yixiao Ruan, Zan Li, Yan Xin, Dan Yu, Qingpei Hu
2025 J jnl
An Overview on IEEE 802.11bf: WLAN Sensing.
IEEE Commun. Surv. Tutorials
Rui Du, Haocheng Hua, Hailiang Xie, Xianxin Song, Zhonghao Lyu, Mengshi Hu, Narengerile, Yan Xin, Stephen McCann, Michael Montemurro, Tony Xiao Han, Jie Xu
2025 B conf
Cellular Network Traffic Prediction with Graph Neural Networks.
GLOBECOM
Yong Ren, Xiaochuan Ma, Yan Xin, Han Wang, Russell Ford, Samuel Albert, Charlie Zhang, Panhyung Lee, Hakyung Jung, Seungjoo Maeng
2025 — conf
Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation.
ICC Workshops
Dun Yuan, Hao Zhou, Di Wu, Xue Liu, Hao Chen, Yan Xin, Jianzhong Charlie Zhang
2025 J jnl
Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation.
CoRR
Dun Yuan, Hao Zhou, Di Wu, Xue Liu, Hao Chen, Yan Xin, Jianzhong Zhang
2025 J jnl
Hierarchical Debate-Based Large Language Model (LLM) for Complex Task Planning of 6G Network Management.
CoRR
Yuyan Lin, Hao Zhou, Chengming Hu, Xue Liu, Hao Chen, Yan Xin, Jianzhong Zhang
2025 J jnl
Joint Uplink Channel Denoising and Feedback-Based Multi-Resolution Precoder Prediction for Cellular TDD MIMO Systems.
IEEE Trans. Commun.
Murat Bayraktar, Yan Xin
2025 J jnl
MoE-CE: Enhancing Generalization for Deep Learning based Channel Estimation via a Mixture-of-Experts Framework.
CoRR
Tianyu Li, Yan Xin, Jianzhong Zhang
2025 J jnl
Physics-Inspired Deep Learning Anti-Aliasing Framework in Efficient Channel State Feedback.
IEEE Trans. Wirel. Commun.
Yu-Chien Lin, Yan Xin, Ta-Sung Lee, Jianzhong Charlie Zhang, Zhi Ding
2025 B conf
Pilot Pattern Learning and Deep CSI Reconstruction for Efficient MIMO Systems.
GLOBECOM
Daoud Burghal, Xinliang Zhang, Yan Xin, Younghan Nam
2025 — conf
Sim2Field: End-to-End Development of AI RANs for 6G.
OpenRan@MobiCom
Russell Ford, Hao Chen, Pranav Madadi, Mandar Kulkarni, Xiaochuan Ma, Daoud Burghal, Guanbo Chen, Yeqing Hu, Chance Tarver, Panagiotis Skrimponis, Yu Zhang, Yan Xin, Jianzhong Zhang, Shubham Khunteta, Yeswanth Reddy Guddeti, Ashok Kumar Reddy Chavva, Mahantesh Kothiwale, Davide Villa
2025 J jnl
Sim2Field: End-to-End Development of AI RANs for 6G.
CoRR
Russell Ford, Hao Chen, Pranav Madadi, Mandar Kulkarni, Xiaochuan Ma, Daoud Burghal, Guanbo Chen, Yeqing Hu, Chance Tarver, Panagiotis Skrimponis, Vitali Loseu, Yu Zhang, Yan Xin, Yang Li, Jianzhong Zhang, Shubham Khunteta, Yeswanth Reddy Guddeti, Ashok Kumar Reddy Chavva, Mahantesh Kothiwale, Davide Villa
2025 B conf
Understanding 6G through Language Models: A Case Study on LLM-aided Structured Entity Extraction in Telecom Domain.
GLOBECOM
Ye Yuan, Haolun Wu, Hao Zhou, Xue Liu, Hao Chen, Yan Xin, Jianzhong Charlie Zhang
2025 J jnl
Understanding 6G through Language Models: A Case Study on LLM-aided Structured Entity Extraction in Telecom Domain.
CoRR
Ye Yuan, Haolun Wu, Hao Zhou, Xue Liu, Hao Chen, Yan Xin, Jianzhong Zhang
2024 — conf
Diffusion Model Based Channel Estimation.
ICC Workshops
Xiaochuan Ma, Yan Xin, Yong Ren, Daoud Burghal, Hao Chen, Jianzhong Charlie Zhang
2024 J jnl
Physics-Inspired Deep Learning Anti-Aliasing Framework in Efficient Channel State Feedback.
CoRR
Yu-Chien Lin, Yan Xin, Ta-Sung Lee, Charlie Zhang, Zhi Ding
2024 — conf
Plug-in UL-CSI-Assisted Precoder Upsampling Approach in Cellular FDD Systems.
VTC Fall
Yu-Chien Lin, Yan Xin, Ta-Sung Lee, Charlie Jianzhong Zhang, Yibo Ma, Zhi Ding
2023 B conf
AdaTeacher: Adaptive Multi-Teacher Weighting for Communication Load Forecasting.
GLOBECOM
Chengming Hu, Ju Wang, Di Wu, Yan Xin, Charlie Zhang, Xue Liu, Gregory Dudek
2023 J jnl
An Overview on IEEE 802.11bf: WLAN Sensing.
CoRR
Rui Du, Haocheng Hua, Hailiang Xie, Xianxin Song, Zhonghao Lyu, Mengshi Hu, Narengerile, Yan Xin, Stephen McCann, Michael Montemurro, Tony Xiao Han, Jie Xu
2023 — conf
Knowledge Management Practices in the End-of-Life Phase of Product-Service Systems: Experiences of Recycling and Waste Management Companies.
IEEM
Yan Xin, Ville Ojanen, Meichun Wang
2022 J jnl
An Overview on IEEE 802.11bf: WLAN Sensing.
CoRR
Rui Du, Hailiang Xie, Mengshi Hu, Narengerile, Yan Xin, Stephen McCann, Michael Montemurro, Tony Xiao Han, Jie Xu
2021 — conf
Decoupling analysis of traffic system carbon emission and coordination degree physical model.
AIAM (ACM)
Chen Hao, Yan Xin
2021 J jnl
Guest Editorial: Emerging Visual IoT Technologies for Future Communications and Networks.
IEEE Wirel. Commun.
Wen Ji, Touradj Ebrahimi, Zhu Li, Jinhong Yuan, Dapeng Oliver Wu, Yan Xin
2021 — conf
Understanding Human-machine Collaborative Systems in Industrial Decision-making.
IEEM
Kajal Bhandari, Yan Xin, Ville Ojanen
2020 — conf
MegaPath-Nano: Accurate Compositional Analysis and Drug-level Antimicrobial Resistance Detection Software for Oxford Nanopore Long-read Metagenomics.
BIBM
Wui Wang Lui, Amy Wing-Sze Leung, Henry C. M. Leung, Yan Xin, Jade L. L. Teng, Patrick C. Y. Woo, Tak Wah Lam, Ruibang Luo
2020 J jnl
Pareto Deterministic Policy Gradients and Its Application in 5G Massive MIMO Networks.
CoRR
Zhou Zhou, Yan Xin, Hao Chen, Charlie Zhang, Lingjia Liu
2019 B conf
Using Deep Convolutional Neural Network to Recognize LTE Uplink Interference.
WCNC
Jie Ren, Xin Zhang, Yan Xin
2018 — conf
MegaPath: Low-Similarity Pathogen Detection from Metagenomic NGS Data (Extended Abstract).
ICCABS
Dinghua Li, Henry Chi-Ming Leung, Chi-Kwong Wong, Yifan Zhang, Wai-Chun Law, Yan Xin, Ruibang Luo, Hing-Fung Ting, Tak Wah Lam
2017 — conf
Measurements Based Interference Analysis at Millimeter Wave Frequencies in an Indoor Scenario.
GLOBECOM Workshops
Naveed Iqbal, Jian Luo, Yan Xin, Robert Müller, Stephan Häfner, Reiner S. Thomä
2017 — conf
Mutual Interference Measurement for Millimeter-Wave D2D Communications in Indoor Office Environment.
GLOBECOM Workshops
Kun Zeng, Ziming Yu, Jia He, Guangjian Wang, Yan Xin, Wen Tong
2014 J jnl
Enhancing spectral efficiency for lte-advanced and beyond cellular networks [Guest Editorial].
IEEE Wirel. Commun.
Shaowei Wang, Yan Xin, Shanzhi Chen, Weiyi Zhang, Chonggang Wang
2014 B conf
Reduced complexity precoding and scheduling algorithms for full-dimension MIMO systems.
GLOBECOM
Yan Xin, Young-Han Nam, Yang Li, Jianzhong Charlie Zhang
2013 Misc conf
Implementation of full-dimensional MIMO (FD-MIMO) in LTE.
ACSSC
Yang Li, Yan Xin, Mian Dong, Gary Xu, Jianzhong (Charlie) Zhang, Younsun Kim, Juho Lee
2006 J jnl
The Application of New Product Development Tools in Industry: The Case of Singapore.
IEEE Trans. Engineering Management
Kah-Hin Chai, Yan Xin