Akhauri, Yash
- LogicNets: Co-Designed Neural Networks and Circuits for Extreme-Throughput Applications
2020/04/06 by Umuroglu, Yaman, Akhauri, Yash, Fraser, Nicholas J. +1 · 12 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Esoteric Language Models: A Family of Any-Order Diffusion LLMs
2025/06/02 by Subham Sekhar Sahoo, Sahoo, Subham Sekhar, Zhihan Yang +18 · 1 voice · 15 citations
Arts and Humanities · Business, Management and Accounting · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Islamic Finance and Banking Studies #Machine Learning (cs.LG) #Media, Religion, Digital Communication #cs.CL #cs.LG
- FlashDLM: Accelerating Diffusion Language Model Inference via Efficient KV Caching and Guided Diffusion
2025/05/27 by Zhanqiu Hu, Jian Meng, Hu, Zhanqiu +11 · 23 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Regression Language Models for Code
2025/09/30 by Yash Akhauri, Xingyou Song, Akhauri, Yash +7 · 1 voice · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF) #Software Engineering (cs.SE) #cs.AI #cs.CL #cs.LG #cs.PF #cs.SE
- xKV: Cross-Layer SVD for KV-Cache Compression
2025/03/24 by Chang, Chi-Chih, Lin, Chien-Yu, Akhauri, Yash +4 · 7 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ShadowLLM: Predictor-based Contextual Sparsity for Large Language Models
2024/06/24 by Akhauri, Yash, AbouElhamayed, Ahmed F, Dotzel, Jordan +4 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- On Latency Predictors for Neural Architecture Search
2024/03/04 by Yash Akhauri, Akhauri, Yash, Mohamed S. Abdelfattah +1 · 3 citations
Computer Science · #Machine Learning and Data Classification #Advanced Image and Video Retrieval Techniques
- Performance Prediction for Large Systems via Text-to-Text Regression
2025/06/26 by Yash Akhauri, Akhauri, Yash, Cheng-Hsi Lin +14 · 10 citations
Computer Science · Materials Science · #Software System Performance and Reliability #Machine Learning in Materials Science #Distributed and Parallel Computing Systems
- RaZeR: Pushing the Limits of NVFP4 Quantization with Redundant Zero Remapping
2025/01/06 by Chen, Yuzong, Xilai Dai, Dai, Xilai +10 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Encodings for Prediction-based Neural Architecture Search
2024/03/04 by Akhauri, Yash, Abdelfattah, Mohamed S. · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- SplitReason: Learning To Offload Reasoning
2025/04/23 by Yash Akhauri, Anthony Fei, Akhauri, Yash +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
- Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search
2023/06/04 by Yash Akhauri, Akhauri, Yash, Mohamed S. Abdelfattah +1 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning and Data Classification #Performance (cs.PF)
- SparAMX: Accelerating Compressed LLMs Token Generation on AMX-powered CPUs
2025/02/18 by Ahmed F. AbouElhamayed, Jordan Dotzel, AbouElhamayed, Ahmed F. +15 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Performance (cs.PF)