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Ion Stoica — most-cited papers & profile · Federated Learning
← authors
·
overview
Ion Stoica
14
papers ·
467
citations ·
134
h-index
Berkeley College · University of California, Berkeley
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Semantic Scholar ↗
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Most-cited papers
Judging LLM-as-a-judge with MT-Bench and Chatbot Arena
2023 · 463 citations
RLlib Flow: Distributed Reinforcement Learning is a Dataflow Problem
2020 · 4 citations
BenchEvolver: Frontier Task Synthesis via Solution-Centric Evolution
2026
$\textttSPECS$: Faster Test-Time Scaling through Speculative Drafts
2025
RoboMonkey: Scaling Test-Time Sampling and Verification for Vision-Language-Action Models
2025
GSO: Challenging Software Optimization Tasks for Evaluating SWE-Agents
2025
Contrastive Code Representation Learning
2020
Efficient Memory Management for Large Language Model Serving with PagedAttention
2023
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset
2023
RAFT: Adapting Language Model to Domain Specific RAG
2024
Top co-authors
Alexander Krentsel
· 1
Alex Dimakis
· 1
Andrei Cojocaru
· 1
Jay Tang
· 1
Joseph E. Gonzalez
· 1
Kannan Ramchandran
· 1
Matei Zaharia
· 1
Melissa Pan
· 1
Mert Cemri
· 1
Shubham Agarwal
· 1
Shu Liu
· 1
Topics
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