Daiyaan Arfeen

12 papers A* 2Journal 7Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	GraphPipe: Improving Performance and Scalability of DNN Training with Graph Pipeline Parallelism. ASPLOS (1) Byungsoo Jeon, Mengdi Wu, Shiyi Cao, Sunghyun Kim, Sunghyun Park, Neeraj Aggarwal, Colin Unger, Daiyaan Arfeen, Peiyuan Liao, Xupeng Miao, Mohammad Alizadeh, Gregory R. Ganger, Tianqi Chen, Zhihao Jia
2025	J	`jnl`	Nonuniform-Tensor-Parallelism: Mitigating GPU failure impact for Scaled-up LLM Training. CoRR Daiyaan Arfeen, Dheevatsa Mudigere, Ankit More, Bhargava Gopireddy, Ahmet Inci, Gregory R. Ganger
2025	—	`conf`	PipeFill: Using GPUs During Bubbles in Pipeline-parallel LLM Training. MLSys Daiyaan Arfeen, Zhen Zhang, Xinwei Fu, Gregory R. Ganger, Yida Wang
2025	J	`jnl`	Toward Co-adapting Machine Learning Job Shape and Cluster Topology. CoRR Shawn Shuoshuo Chen, Daiyaan Arfeen, Minlan Yu, Peter Steenkiste, Srinivasan Seshan
2024	J	`jnl`	GraphPipe: Improving Performance and Scalability of DNN Training with Graph Pipeline Parallelism. CoRR Byungsoo Jeon, Mengdi Wu, Shiyi Cao, Sunghyun Kim, Sunghyun Park, Neeraj Aggarwal, Colin Unger, Daiyaan Arfeen, Peiyuan Liao, Xupeng Miao, Mohammad Alizadeh, Gregory R. Ganger, Tianqi Chen, Zhihao Jia
2024	J	`jnl`	PipeFill: Using GPUs During Bubbles in Pipeline-parallel LLM Training. CoRR Daiyaan Arfeen, Zhen Zhang, Xinwei Fu, Gregory R. Ganger, Yida Wang
2024	—	`conf`	SpecInfer: Accelerating Large Language Model Serving with Tree-based Speculative Inference and Verification. ASPLOS (3) Xupeng Miao, Gabriele Oliaro, Zhihao Zhang, Xinhao Cheng, Zeyu Wang, Zhengxin Zhang, Rae Ying Yee Wong, Alan Zhu, Lijie Yang, Xiaoxiang Shi, Chunan Shi, Zhuoming Chen, Daiyaan Arfeen, Reyna Abhyankar, Zhihao Jia
2023	A*	`conf`	Sia: Heterogeneity-aware, goodput-optimized ML-cluster scheduling. SOSP Suhas Jayaram Subramanya, Daiyaan Arfeen, Shouxu Lin, Aurick Qiao, Zhihao Jia, Gregory R. Ganger
2023	J	`jnl`	SpecInfer: Accelerating Generative LLM Serving with Speculative Inference and Token Tree Verification. CoRR Xupeng Miao, Gabriele Oliaro, Zhihao Zhang, Xinhao Cheng, Zeyu Wang, Rae Ying Yee Wong, Zhuoming Chen, Daiyaan Arfeen, Reyna Abhyankar, Zhihao Jia
2020	A*	`conf`	HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks. NeurIPS Zhen Dong, Zhewei Yao, Daiyaan Arfeen, Amir Gholami, Michael W. Mahoney, Kurt Keutzer
2019	J	`jnl`	HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks. CoRR Zhen Dong, Zhewei Yao, Yaohui Cai, Daiyaan Arfeen, Amir Gholami, Michael W. Mahoney, Kurt Keutzer
2019	J	`jnl`	Unsupervised Projection Networks for Generative Adversarial Networks. CoRR Daiyaan Arfeen, Jesse Zhang