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Ion Stoica — most-cited papers & profile · Large Language Models
← authors
·
overview
Ion Stoica
23
papers ·
468
citations ·
0
h-index
Berkeley College · University of California, Berkeley
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Judging LLM-as-a-judge with MT-Bench and Chatbot Arena
2023 · 463 citations
Stylus: Automatic Adapter Selection for Diffusion Models
2024 · 1 citations
LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!
2025
Why Do Multi-Agent LLM Systems Fail?
2025
Sleep-time Compute: Beyond Inference Scaling at Test-time
2025
lmgame-Bench: How Good are LLMs at Playing Games?
2025
Efficient Long-context Language Model Training by Core Attention Disaggregation
2025
SonicMoE: Accelerating MoE with IO and Tile-aware Optimizations
2025
Efficient Memory Management for Large Language Model Serving with PagedAttention
2023
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset
2023
S-LoRA: Serving Thousands of Concurrent LoRA Adapters
2023
RAFT: Adapting Language Model to Domain Specific RAG
2024
From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline
2024
JudgeBench: A Benchmark for Evaluating LLM-based Judges
2024
Top co-authors
Joseph E. Gonzalez
· 10
Hao Zhang
· 5
Lianmin Zheng
· 4
Siyuan Zhuang
· 4
Ying Sheng
· 4
Dacheng Li
· 3
Matei Zaharia
· 3
Wei-Lin Chiang
· 3
Yonghao Zhuang
· 3
Zhuohan Li
· 3
Banghua Zhu
· 2
Eric. P Xing
· 2
Topics
Training Techniques
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RAG
In-Context Learning
Agentic
Model Architecture