Ritchie Zhao
- Microscaling Data Formats for Deep Learning
2023/10/16 by Bita Darvish Rouhani, Ritchie Zhao, Rouhani, Bita Darvish +59 · 46 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel Computing and Optimization Techniques
- Improving Neural Network Quantization without Retraining using Outlier Channel Splitting
2019/01/28 by Ritchie Zhao, Yuwei Hu, Zhao, Ritchie +7 · 11 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- With Shared Microexponents, A Little Shifting Goes a Long Way
2023/02/16 by Bita Darvish Rouhani, Ritchie Zhao, Rouhani, Bita +41 · 14 citations
Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing
- RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression
2025/02/19 by Payman Behnam, Yaosheng Fu, Behnam, Payman +9 · 12 citations
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Packet Processing and Optimization
- Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation
2026/04/24 by Long Cheng, Ritchie Zhao, Timmy Liu +7 · 1 voice
#cs.DC #cs.AR #cs.PF
- Beyond the Buzz: A Pragmatic Take on Inference Disaggregation
2025/06/05 by Tiyasa Mitra, Ritika Borkar, Mitra, Tiyasa +23 · 4 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #Software-Defined Networks and 5G #and Cluster Computing (cs.DC)