Amir Yazdanbakhsh
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1374 citations
#cs.CL #cs.AI
- Self-Refine: Iterative Refinement with Self-Feedback
2023/03/30 by Aman Madaan, Niket Tandon, Madaan, Aman +29 · 1 voice · 570 citations
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.LG
- Learning Performance-Improving Code Edits
2023/02/15 by Alexander Shypula, Shypula, Alexander, Aman Madaan +14 · 20 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Performance (cs.PF) #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization
2024/06/10 by Haoran You, You, Haoran, Yipin Guo +15 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
- An Evaluation of Edge TPU Accelerators for Convolutional Neural Networks
2021/02/20 by Kiran Seshadri, Seshadri, Kiran, Berkin Akin +7 · 5 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango
2022/09/16 by Aman Madaan, Madaan, Aman, Amir Yazdanbakhsh +1 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- ECO: An LLM-Driven Efficient Code Optimizer for Warehouse Scale Computers
2025/03/19 by Hannah Lin, Lin, Hannah, Martin Maas +31 · 1 voice · 4 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #cs.SE
- ReLeQ: A Reinforcement Learning Approach for Deep Quantization of Neural Networks
2018/11/05 by Ahmed T. Elthakeb, Prannoy Pilligundla, Elthakeb, Ahmed T. +7 · 7 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
- Accelerating Attention through Gradient-Based Learned Runtime Pruning
2022/04/07 by Zheng Li, Li, Zheng, Soroush Ghodrati +7 · 3 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Topic Modeling
- Effective Interplay between Sparsity and Quantization: From Theory to Practice
2024/05/31 by Simla Burcu Harma, Ayan Chakraborty, Harma, Simla Burcu +19 · 5 citations
Computer Science · Engineering · #Neural Networks and Applications #Advanced MEMS and NEMS Technologies
- STEP: Learning N:M Structured Sparsity Masks from Scratch with Precondition
2023/02/02 by Yucheng Lu, Lu, Yucheng, Shivani Agrawal +9 · 3 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
- Data-Driven Offline Optimization For Architecting Hardware Accelerators
2021/10/20 by Aviral Kumar, Amir Yazdanbakhsh, Kumar, Aviral +7 · 2 citations
Computer Science · Decision Sciences · #Advanced Data Storage Technologies #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Simulation Techniques and Applications
- CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming
2024/10/27 by Ali TehraniJamsaz, Arijit Bhattacharjee, TehraniJamsaz, Ali +9 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Performance (cs.PF) #Programming Languages (cs.PL) #Software Engineering (cs.SE) #and Cluster Computing (cs.DC)
- Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation
2020/01/23 by Byung Hoon Ahn, Ahn, Byung Hoon, Prannoy Pilligundla +5 · 3 citations
Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Machine Learning and Algorithms
- Magellan: Autonomous Discovery of Novel Compiler Optimization Heuristics with AlphaEvolve
2026/01/28 by Hongzheng Chen, Alexander Novikov, Ngân Vũ +5 · 2 voices · 1 citation
#cs.AI #cs.LG #cs.PL
- AI-PROPELLER: Warehouse-Scale Interprocedural Code Layout Optimization with AlphaEvolve
2026/05/28 by Chaitanya Mamatha Ananda, Rajiv Gupta, Mircea Trofin +4 · 1 voice
Computer Science · #cs.SE #cs.AI #cs.LG #cs.PL
- Training Recipe for N:M Structured Sparsity with Decaying Pruning Mask
2022/09/15 by Sheng-Chun Kao, Kao, Sheng-Chun, Amir Yazdanbakhsh +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning and Data Classification #Performance (cs.PF)
- MXSens: Sensitivity-Aware Mixed-Precision Quantization for Efficient LLM Inference
2026/07/20 by Simla Burcu Harma, Danila Mishin, Zhengyuan Su +7
#cs.LG #cs.AI