Rui Pan - RankMe

16 papers A* 3Misc 3Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Optimizing Mixture-of-Experts Inference Time via Model Deployment and Communication Scheduling. IEEE Trans. Netw. Jialong Li, Shreyansh Tripathi, Lakshay Rastogi, Yiming Lei, Rui Pan, Yiting Xia
2025	J	`jnl`	Fail Fast, Win Big: Rethinking the Drafting Strategy in Speculative Decoding via Diffusion LLMs. CoRR Rui Pan, Zhuofu Chen, Ravi Netravali
2025	A*	`conf`	METIS: Fast Quality-Aware RAG Systems with Configuration Adaptation. SOSP Siddhant Ray, Rui Pan, Zhuohan Gu, Kuntai Du, Shaoting Feng, Ganesh Ananthanarayanan, Ravi Netravali, Junchen Jiang
2025	—	`conf`	Marconi: Prefix Caching for the Era of Hybrid LLMs. MLSys Rui Pan, Zhuang Wang, Zhen Jia, Can Karakus, Luca Zancato, Tri Dao, Yida Wang, Ravi Netravali
2025	Misc	`conf`	Mowgli: Passively Learned Rate Control for Real-Time Video. NSDI Neil Agarwal, Rui Pan, Francis Y. Yan, 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	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
2024	J	`jnl`	Marconi: Prefix Caching for the Era of Hybrid LLMs. CoRR Rui Pan, Zhuang Wang, Zhen Jia, Can Karakus, Luca Zancato, Tri Dao, Ravi Netravali, Yida Wang
2024	J	`jnl`	Optimizing Mixture-of-Experts Inference Time Combining Model Deployment and Communication Scheduling. CoRR Jialong Li, Shreyansh Tripathi, Lakshay Rastogi, Yiming Lei, Rui Pan, Yiting Xia
2024	J	`jnl`	RAGServe: Fast Quality-Aware RAG Systems with Configuration Adaptation. CoRR Siddhant Ray, Rui Pan, Zhuohan Gu, Kuntai Du, Ganesh Ananthanarayanan, Ravi Netravali, Junchen Jiang
2024	J	`jnl`	Tarzan: Passively-Learned Real-Time Rate Control for Video Conferencing. CoRR Neil Agarwal, Rui Pan, Francis Y. Yan, 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	Misc	`conf`	Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning. NSDI Pengfei Zheng, Rui Pan, Tarannum Khan, Shivaram Venkataraman, Aditya Akella
2022	Misc	`conf`	Efficient flow scheduling in distributed deep learning training with echelon formation. HotNets Rui Pan, Yiming Lei, Jialong Li, Zhiqiang Xie, Binhang Yuan, Yiting Xia
2022	J	`jnl`	Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning. CoRR Pengfei Zheng, Rui Pan, Tarannum Khan, Shivaram Venkataraman, Aditya Akella