Wayne Xiong
- PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling
2024/06/04 by Zefan Cai, Cai, Zefan, Yichi Zhang +17 · 84 citations
Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Caching and Content Delivery #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Achieving Human Parity in Conversational Speech Recognition
2016/10/17 by Wayne Xiong, Xiong, W., Jasha Droppo +13 · 49 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Not All Heads Matter: A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning
2024/10/25 by Yu Fu, Zefan Cai, Fu, Yu +9 · 30 citations
Computer Science · #Algorithms and Data Compression #Parallel Computing and Optimization Techniques #Network Packet Processing and Optimization
- Integrative Decoding: Improve Factuality via Implicit Self-consistency
2024/10/02 by Yi Cheng, Liang Xiao, Cheng, Yi +25 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling