Yinwei Dai - RankMe

13 papers A* 3Misc 1Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Aragog: Just-in-Time Model Routing for Scalable Serving of Agentic Workflows. CoRR Yinwei Dai, Zhuofu Chen, Anand Iyer, Ravi Netravali
2025	J	`jnl`	Legilimens: Performant Video Analytics on the System-on-Chip Edge. CoRR Murali Ramanujam, Yinwei Dai, Kyle Jamieson, Ravi Netravali
2025	J	`jnl`	SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning. CoRR Rui Pan, Yinwei Dai, Zhihao Zhang, Gabriele Oliaro, Zhihao Jia, Ravi Netravali
2024	A*	`conf`	Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving. SOSP Yinwei Dai, Rui Pan, Anand P. Iyer, Kai Li, Ravi Netravali
2024	J	`jnl`	Deep pan-cancer analysis and multi-omics evidence reveal that ALG3 inhibits CD8+ T cell infiltration by suppressing chemokine secretion and is associated with 5-fluorouracil sensitivity. Comput. Biol. Medicine Zhixuan Wu, Rusi Su, Yinwei Dai, Xue Wu, Haodong Wu, Xiaowu Wang, Ziqiong Wang, Jingxia Bao, Jiong Chen, Erjie Xia
2024	A*	`conf`	Improving DNN Inference Throughput Using Practical, Per-Input Compute Adaptation. SOSP Anand Padmanabha Iyer, Mingyu Guan, Yinwei Dai, Rui Pan, Swapnil Gandhi, Ravi Netravali
2023	J	`jnl`	Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving. CoRR Yinwei Dai, Rui Pan, Anand P. Iyer, Kai Li, Ravi Netravali
2023	—	`conf`	Auxo: Efficient Federated Learning via Scalable Client Clustering. SoCC Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury
2023	Misc	`conf`	ModelKeeper: Accelerating DNN Training via Automated Training Warmup. NSDI Fan Lai, Yinwei Dai, Harsha V. Madhyastha, Mosharaf Chowdhury
2022	J	`jnl`	Auxo: Heterogeneity-Mitigating Federated Learning via Scalable Client Clustering. CoRR Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury
2022	A*	`conf`	FedScale: Benchmarking Model and System Performance of Federated Learning at Scale. ICML Fan Lai, Yinwei Dai, Sanjay Sri Vallabh Singapuram, Jiachen Liu, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury
2021	—	`conf`	FedScale: Benchmarking Model and System Performance of Federated Learning. ResilientFL Fan Lai, Yinwei Dai, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury
2021	J	`jnl`	FedScale: Benchmarking Model and System Performance of Federated Learning. CoRR Fan Lai, Yinwei Dai, Xiangfeng Zhu, Mosharaf Chowdhury