Jae-Won Chung - RankMe

17 papers A* 1B 1Misc 1Journal 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cornserve: A Distributed Serving System for Any-to-Any Multimodal Models. CoRR Jae-Won Chung, Jeff J. Ma, Jisang Ahn, Yizhuo Liang, Akshay Jajoo, Myungjin Lee, Mosharaf Chowdhury
2026	J	`jnl`	GPU-to-Grid: Voltage Regulation via GPU Utilization Control. CoRR Zhirui Liang, Jae-Won Chung, Mosharaf Chowdhury, Jiasi Chen, Vladimir Dvorkin
2026	J	`jnl`	Kareus: Joint Reduction of Dynamic and Static Energy in Large Model Training. CoRR Ruofan Wu, Jae-Won Chung, Mosharaf Chowdhury
2026	J	`jnl`	Where Do the Joules Go? Diagnosing Inference Energy Consumption. CoRR Jae-Won Chung, Ruofan Wu, Jeff J. Ma, Mosharaf Chowdhury
2025	J	`jnl`	Cornserve: Efficiently Serving Any-to-Any Multimodal Models. CoRR Jeff J. Ma, Jae-Won Chung, Jisang Ahn, Yizhuo Liang, Akshay Jajoo, Myungjin Lee, Mosharaf Chowdhury
2025	J	`jnl`	Evaluation Framework for AI Systems in "the Wild". CoRR Sarah Jabbour, Trenton Chang, Anindya Das Antar, Joseph Peper, Insu Jang, Jiachen Liu, Jae-Won Chung, Shiqi He, Michael P. Wellman, Bryan Goodman, Elizabeth Bondi-Kelly, Kevin Samy, Rada Mihalcea, Mosharaf Chowdhury, David Jurgens, Lu Wang
2025	J	`jnl`	The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization. CoRR Jae-Won Chung, Jiachen Liu, Jeff J. Ma, Ruofan Wu, Oh Jun Kweon, Yuxuan Xia, Zhiyu Wu, Mosharaf Chowdhury
2024	J	`jnl`	Andes: Defining and Enhancing Quality-of-Experience in LLM-Based Text Streaming Services. CoRR Jiachen Liu, Zhiyu Wu, Jae-Won Chung, Fan Lai, Myungjin Lee, Mosharaf Chowdhury
2024	A*	`conf`	Reducing Energy Bloat in Large Model Training. SOSP Jae-Won Chung, Yile Gu, Insu Jang, Luoxi Meng, Nikhil Bansal, Mosharaf Chowdhury
2024	J	`jnl`	Toward Cross-Layer Energy Optimizations in Machine Learning Systems. CoRR Jae-Won Chung, Mosharaf Chowdhury
2023	J	`jnl`	Chasing Low-Carbon Electricity for Practical and Sustainable DNN Training. CoRR Zhenning Yang, Luoxi Meng, Jae-Won Chung, Mosharaf Chowdhury
2023	J	`jnl`	Perseus: Removing Energy Bloat from Large Model Training. CoRR Jae-Won Chung, Yile Gu, Insu Jang, Luoxi Meng, Nikhil Bansal, Mosharaf Chowdhury
2023	Misc	`conf`	Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training. NSDI Jie You, Jae-Won Chung, Mosharaf Chowdhury
2022	J	`jnl`	Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training. CoRR Jie You, Jae-Won Chung, Mosharaf Chowdhury
2020	B	`conf`	ShadowTutor: Distributed Partial Distillation for Mobile Video DNN Inference. ICPP Jae-Won Chung, Jae-Yun Kim, Soo-Mook Moon
2020	J	`jnl`	ShadowTutor: Distributed Partial Distillation for Mobile Video DNN Inference. CoRR Jae-Won Chung, Jae-Yun Kim, Soo-Mook Moon
2000	J	`jnl`	A new vertex-based binary shape coder for high coding efficiency. Signal Process. Image Commun. Jae-Won Chung, Jin-Hak Lee, Joo-Hee Moon, Jae-kyoon Kim