Huayu Li
- Software-Hardware Co-design for Fast and Scalable Training of Deep Learning Recommendation Models
2021/04/12 by Dheevatsa Mudigere, Yuchen Hao, Mudigere, Dheevatsa +110 · 1 voice · 16 citations
Computer Science · #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #cs.AI #cs.DC #cs.LG #cs.PF
- First-Generation Inference Accelerator Deployment at Facebook
2021/07/08 by Michael Anderson, Michael J. Anderson, Benny Chen +231 · 2 voices · 3 citations
Computer Science · Decision Sciences · #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Scientific Computing and Data Management #Web Data Mining and Analysis #cs.AR
- TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning
2024/05/06 by Xiwen Chen, Chen, Xiwen, Peijie Qiu +13 · 6 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- FLAME Diffuser: Wildfire Image Synthesis using Mask Guided Diffusion
2024/03/06 by Hao Wang, Wang, Hao, Sayed Pedram Haeri Boroujeni +9 · 3 citations
Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Advanced Image Fusion Techniques #Image and Signal Denoising Methods
- Learning on Bandwidth Constrained Multi-Source Data with MIMO-inspired DPP MAP Inference
2023/06/04 by Xiwen Chen, Huayu Li, Chen, Xiwen +5 · 1 citation
Computer Science · Engineering · #Error Correcting Code Techniques #Machine Learning and Algorithms #Wireless Communication Security Techniques
- AutoML for Large Capacity Modeling of Meta's Ranking Systems
2023/11/14 by Hang Yin, Kuang-Hung Liu, Yin, Hang +35 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning and Data Classification #Mobile Crowdsensing and Crowdsourcing
- Sequence Complementor: Complementing Transformers For Time Series Forecasting with Learnable Sequences
2025/01/06 by Xiwen Chen, Chen, Xiwen, Peijie Qiu +13 · 2 citations
Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Neural Networks and Applications
- Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis
2024/11/04 by Xiwen Chen, Sayed Pedram Haeri Boroujeni, Chen, Xiwen +7 · 1 citation
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Software System Performance and Reliability #Traffic Prediction and Management Techniques