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The last 5 uploaded publications
SkyServe: Serving AI Models across Regions and Clouds with Spot Instances
Ziming Mao, Tian Xia, Zhanghao Wu, Wei-Lin Chiang, Tyler Griggs, Romil Bhardwaj, Zongheng Yang, Scott Shenker, Ion Stoica (2025). SkyServe: Serving AI Models across Regions and Clouds with Spot Instances. , DOI: https://doi.org/10.1145/3689031.3717459.
Article20 days agoSkyServe: Serving AI Models across Regions and Clouds with Spot Instances
Ziming Mao, Tian Xia, Zhanghao Wu, Wei-Lin Chiang, Tyler Griggs, Romil Bhardwaj, Zongheng Yang, Scott Shenker, Ion Stoica (2024). SkyServe: Serving AI Models across Regions and Clouds with Spot Instances. , DOI: https://doi.org/10.48550/arxiv.2411.01438.
Preprint20 days agoCopilot Arena: A Platform for Code LLM Evaluation in the Wild
Wayne Chi, Valerie Chen, Anastasios N. Angelopoulos, Wei-Lin Chiang, Anuj Mittal, Naman Jain, Tianjun Zhang, Ion Stoica, Chris Donahue, Ameet Talwalkar (2025). Copilot Arena: A Platform for Code LLM Evaluation in the Wild. , DOI: https://doi.org/10.48550/arxiv.2502.09328.
Preprint10 days agoEDIT-Bench: Evaluating LLM Abilities to Perform Real-World Instructed Code Edits
Wayne Chi, Valerie Chen, Ryan Shar, Anuj Mittal, Jenny T. Liang, Wei-Lin Chiang, Anastasios N. Angelopoulos, Ion Stoica, Graham Neubig, Ameet Talwalkar, Chris Donahue (2025). EDIT-Bench: Evaluating LLM Abilities to Perform Real-World Instructed Code Edits. , DOI: https://doi.org/10.48550/arxiv.2511.04486.
Preprint10 days agoVisionArena: 230K Real World User-VLM Conversations with Preference Labels
Christopher Chou, Lisa Dunlap, Koki Mashita, Kamal Krishna Mandal, Trevor Darrell, Ion Stoica, Joseph E. Gonzalez, Wei-Lin Chiang (2025). VisionArena: 230K Real World User-VLM Conversations with Preference Labels. , DOI: https://doi.org/10.1109/cvpr52734.2025.00367.
Article10 days ago