Shengzhong Liu

1. Consensus statement for stability assessment and reporting for perovskite photovoltaics based on ISOS procedures
   2020/01/22 by Mark Khenkin, Eugene A. Katz, Antonio Abate +56 · 21 citations
   Engineering · Materials Science · #Perovskite Materials and Applications #Chalcogenide Semiconductor Thin Films #Solid-state spectroscopy and crystallography
2. FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space
   2023/10/30 by Shengzhong Liu, Tomoyoshi Kimura, Liu, Shengzhong +13 · 9 citations
   Computer Science · Engineering · #Music and Audio Processing #Advanced Chemical Sensor Technologies #Time Series Analysis and Forecasting
3. Revisiting Over-smoothing in Deep GCNs
   2020/03/30 by Chaoqi Yang, Ruijie Wang, Yang, Chaoqi +7 · 8 citations
   Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
4. Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs
   2022/10/16 by Ruijie Wang, Zheng Li, Wang, Ruijie +10 · 1 citation
   Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Topic Modeling #Data Quality and Management
5. ControlVAE: Tuning, Analytical Properties, and Performance Analysis
   2020/10/31 by Huajie Shao, Zhisheng Xiao, Shao, Huajie +9 · 1 citation
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Model Reduction and Neural Networks
6. On the Efficiency and Robustness of Vibration-based Foundation Models for IoT Sensing: A Case Study
   2024/04/03 by Tomoyoshi Kimura, Jinyang Li, Kimura, Tomoyoshi +21 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Speech and Audio Processing #Structural Health Monitoring Techniques #electronic engineering #information engineering
7. C²KV: Compressed and Composable KV Cache Reuse for Efficient LLM Inference
   2026/07/20 by Chuheng Du, Junyi Chen, Hanlin Tang +7 · 2 citations
   #cs.CL
8. Gleam: Adaptive Network-Efficient CUDA API Remoting for Cross-Device GPU Sharing over LANs
   2026/07/25 by Zhihao Xu, Hao Zhong, Zeting Zhou +9
   #cs.DC #cs.LG
9. CaT-GS: Efficient 3DGS Rendering for Large Scale Scenes via Inter-frame Caching and Tile Scheduling
   2026/07/20 by Tingjia Zhang, Bo Chen, Shengzhong Liu +2
   #cs.CV #cs.AI