IEEE ICASSP 2022

2022 IEEE International Conference on Acoustics, Speech and Signal Processing

7-13 May 2022
  • Virtual (all paper presentations)
22-27 May 2022
  • Main Venue: Marina Bay Sands Expo & Convention Center, Singapore
27-28 October 2022
  • Satellite Venue: Crowne Plaza Shenzhen Longgang City Centre, Shenzhen, China

ICASSP 2022
MLSP-34: Machine Learning for Telecommunications
Wed, 11 May, 21:00 - 21:45 China Time (UTC +8)
Wed, 11 May, 13:00 - 13:45 UTC
Location: Gather Area G
Session Chair: Wee Peng Tay, Nanyang Technological University
Track: Machine Learning for Signal Processing

MLSP-34.1: LOCUNET: FAST URBAN POSITIONING USING RADIO MAPS AND DEEP LEARNING
Çağkan Yapar, Giuseppe Caire, Technische Universität Berlin, Germany; Ron Levie, Gitta Kutyniok, Ludwig-Maximilians-Universität München, Germany

MLSP-34.2: LiteHAR: LIGHTWEIGHT HUMAN ACTIVITY RECOGNITION FROM WIFI SIGNALS WITH RANDOM CONVOLUTION KERNELS
Hojjat Salehinejad, Shahrokh Valaee, University of Toronto, Canada

MLSP-34.3: CDX-Net: Cross-Domain Multi-Feature Fusion Modeling via Deep Neural Networks for Multivariate Time Series Forecasting in AIOps
Jiajia Li, Ling Dai, Bin Sheng, Shanghai Jiao Tong University, China; Feng Tan, Zikai Wang, Shanghai Artificial Intelligence Research Institute, China; Hui Shen, Shanghai Dingmao information technology Inc., China; Pengwei Hu, Merck China Innovation Hub, China

MLSP-34.4: A CLUSTERING-BASED ML SCHEME FOR CAPACITY APPROACHING SOFT LEVEL SENSING IN 3D TLC NAND
Li-Wei Liu, Yen-Ching Liao, Hsie-Chia Chang, National Yang Ming Chiao Tung University, Taiwan

MLSP-34.5: DYNAMIC RESOURCE OPTIMIZATION FOR ADAPTIVE FEDERATED LEARNING EMPOWERED BY RECONFIGURABLE INTELLIGENT SURFACES
Claudio Battiloro, Paolo Di Lorenzo, Sergio Barbarossa, Sapienza University of Rome, Italy; Mattia Merluzzi, CEA-Leti, Université Grenoble Alpes, France

MLSP-34.6: LEARNING-BASED RESOURCE ALLOCATION WITH DYNAMIC DATA RATE CONSTRAINTS
Pourya Behmandpoor, Panagiotis Patrinos, Marc Moonen, KU Leuven, Belgium