Ziyue Yang

1. SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks
   2026/02/13 by Xiangyi Li, Yimin Liu, Wenbo Chen +75 · 27 voices · 31 citations
   Computer Science · #cs.AI
2. SPFresh: Incremental In-Place Update for Billion-Scale Vector Search
   2023/10/03 by Yuming Xu, Hengyu Liang, Jin Li +9 · 3 voices · 16 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Data Management and Algorithms #cs.IR
3. Tutel: Adaptive Mixture-of-Experts at Scale
   2022/06/07 by Chang Ho Hwang, Hwang, Changho, Wei Cui +27 · 52 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
4. FP8-LM: Training FP8 Large Language Models
   2023/10/27 by Houwen Peng, Peng, Houwen, Kan Wu +39 · 1 voice · 23 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL #cs.LG
5. Optimizing Large Language Model Training Using FP4 Quantization
   2025/01/28 by Ruizhe Wang, Wang, Ruizhe, Yeyun Gong +14 · 2 voices · 28 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #cs.CL #cs.LG
6. SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation
   2024/02/09 by Yifan Xiong, Yuting Jiang, Xiong, Yifan +37 · 9 citations
   Computer Science · #Cloud Computing and Resource Management #Cloud Data Security Solutions #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
7. ForestColl: Throughput-Optimal Collective Communications on Heterogeneous Network Fabrics
   2024/02/09 by Liangyu Zhao, Saeed Maleki, Zhao, Liangyu +9 · 2 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Interconnection Networks and Systems #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Opportunistic and Delay-Tolerant Networks #Parallel #Software-Defined Networks and 5G #and Cluster Computing (cs.DC)
8. Sigma: Differential Rescaling of Query, Key and Value for Efficient Language Models
   2025/01/23 by Lin, Zhenghao, Tang, Zihao, Xiao Liu +62 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
9. Faithful Decoding
   2026/07/19 by Nisha Peng, John Stachurski, Jingni Yang +1
   Economics, Econometrics and Finance · Mathematics · #econ.GN #math.OC #q-fin.EC