Thursday, 13 June
Time: 8:30 - 17:30
Location:
Organizers:
- Kai Yang, Tongji University
- Yan Xin, Samsung Research America Inc.
- Qi Bi, China Telecom
- Xingqin Lin, NVIDIA
- Narayan Prasad, QUALCOMM
DETAILED PROGRAM
|
8:30 - 10:15 |
WS17-S1 APATN: Keynote 1 and Paper Session |
|
10:15 - 10:45 |
Coffee Break |
|
10:45 - 12:30 |
WS17-S2 APATN: Keynote 2 and Paper Session |
|
12:30 - 1330 |
Lunch |
|
1330 - 1515 |
WS17-S3 APATN: Keynote 3 and Paper Session |
|
1515 - 15:30 |
Coffee Break |
|
15:30 - 17:30 |
WS17-S4 APATN: Keynote 4 and Paper Session |
WS17-S1 APATN: KEYNOTE 1 AND PAPER SESSION
Deep Learning-Assisted Phase Noise Mitigation for High-Order Modulation with Minimal Overhead
Peyman Neshaastegaran; Ming Jian (Huawei Technologies Co. LTD., Canada)
Diffusion Model based Channel Estimation
Xiaochuan Ma (Samsung Research America, USA); Yan Xin (Samsung Research America, USA); Yong Ren (Samsung Research America, USA); Daoud Burghal (Samsung Research America, USA); Hao Chen (Samsung Research America, USA); Jianzhong Zhang (Samsung, USA)
Worker Classification-Based Task Offloading Scheme for Autonomous Vehicular
Yang Wang (China Mobile Research Institute, China); Qi Sun (China Mobile Research Institute, China); Nan Li (China Mobile Communications Corporation & China Mobile Research Institute, China); Xiaohua Zhang (China Mobile Research Institute, China); Yantao Han (China Mobile, China); Yuhong Huang (China Mobile Research Institute, China); Chih-Lin I (China Mobile Research Institute, China)
An Optimization Model for Binary Deletion/Insertion Channel Decoding
Kai Jin (Tongji University & College of Electronic and Information Engineering, China)
COFFEE BREAK
6G-Oriented CSI-Based Multi-Modal Pre-Training and Downstream Task Adaptation Paradigm
Tianyu Jiao (Shanghai Jiao Tong University & Nokia Bell Labs China, China); Chenhui Ye (Nokia Bell Labs China, China); Yihang Huang (Nokia Shanghai Bell, China); Yijia Feng (Nokia Bell Labs China, China); Zhuoran Xiao (Nokia Shanghai Bell Corporation, China); Yin Xu (ShangHai Jiao Tong University, China); Dazhi He (Shanghai Jiao Tong University, China); Guan Yun-feng (ShangHai Jiaotong University, China); Bei Yang (China Telecom Research Institute, China); Jiang Chang (Nokia Bell Labs China, China); Liyu Cai (Nokia Bell Labs China, China); Qi Bi (China Telecom (Beijing Research Institute), China)
Anomaly Detection for Scalable Task Grouping in Reinforcement Learning-based RAN Optimization
Jimmy Li (Samsung Electronics, Canada); Igor Kozlov (Samsung Electronics, Canada); Di Wu (Samsung Electronics, Canada); Xue Liu (McGill University, Canada); Gregory Dudek (Samsung Electronics, Canada)
Hybrid NOMA for Time-Sensitive Wireless Federated Learning Through Lyapunov Optimization based Resource Scheduling
Changxiang Wu; Yijing Ren; Daniel K. C. So (University of Manchester, United Kingdom (Great Britain))
Low-Rate Universal Vector Quantization for Federated Learning
Guan-Huei Lyu (National Taiwan University, Taiwan); Bagus Aris Saputra (NTUST, Taiwan); Stefano Rini (National Yangming Jiaotong University, Taiwan); Chung-Hsuan Sun (National Taiwan University, Taiwan); Shih-Chun Lin (National Taiwan University, Taiwan)
Intelligent AMC based on RB Group Level uplink interference prediction
Yu Wang (China Mobile Research Institute, China); Qi Sun (China Mobile Research Institute, China); Zening Liu (Purple Mountain Laboratories, China); Xu Xue (China Mobile Research Institute, China); Jinri Huang (China Mobile Research Institution, China); Nan Li (China Mobile Communications Corporation & China Mobile Research Institute, China)
Coordinated Machine Learning for Handover in Mobile Networks with Transparent Relaying UAVs
Petr Skaba (Czech Technical University in Prague & O2 Czech Republic, Czech Republic); Zdenek Becvar (Czech Technical University in Prague, Czech Republic); Pavel Mach (Czech Technical University in Prague, Czech Republic); Ismail Güvenç (North Carolina State University, USA)
Context-aware Telecom Network Performance Prediction Using Network & Remote Sensing Data
Ali Shibli; Tahar Zanouda (Ericsson, Sweden)
Adaptive Data Collaboration based on Multi-agent Reinforcement Learning in Internet of Things
Yatong Wang (Beijing Institute of Technology, China); Yunjie Li (Beijing Institute of Technology, China); Fengsheng Wei (Yangtze Delta Region Institute (Huzhou); University of Electronic Science and Technology of China & University of Electronic Science and Technology of China, China); Gang Feng (University of Electronic Science and Technology of China, China)
COFFEE BREAK
Joint Design of Denoising Diffusion Probabilistic Models and LDPC decoding for Wireless Communications
Xudong Guan; Hao Ju; Yin Xu; Xiaowu Ou; Zhiyong Chen; Dazhi He; Wenjun Zhang (Shanghai Jiao Tong University, China)
Network-first Separate Training with Raw Dataset Sharing: A Training Approach for AI/ML-driven CSI Feedback
Aakash Saini (NOKIA, Germany); Jee Hyun Kim (NOKIA, Germany); Amir Ahmadian Tehrani (Nokia, Germany); Yunchou Xing (NOKIA, USA); Wolfgang Gerstacker (University of Erlangen-Nuernberg, Germany)
Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study
Fouzi Boukhalfa (Technology Innovation Institute, United Arab Emirates); Reda Alami (TII, United Arab Emirates); Mastane Achab (TII, United Arab Emirates); Eric Moulines (Ecole Polytechnique, France); Mehdi Bennis (Centre of Wireless Communications, University of Oulu, Finland); Thierry Lestable (Technology Innovation Institute (TII), United Arab Emirates)
Vehicle-to-Vehicle Channel Prediction with Deep Meta Predictive Recurrent Neural Networks
Lei Chu (University of Southern California & USC, USA); Haohan Wang (Tsinghua University, China); Andreas F. Molisch (University of Southern California, USA)
Modem Optimization of High-Mobility Scenarios: A Deep-Learning-Inspired Approach
Hengyu Zhang (Tsinghua University, China); Xuehan Wang (Tsinghua University, China); Jingbo Tan (Tsinghua University, China); Jintao Wang (Tsinghua University, China)
