Shiyi Cao
7 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Application Areas
(2)
Learning Types
(2)
Models
(2)
Optimization & Theory · Machine Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Architectures
(1)
Generation
(1)
Optimization & Theory · Deep Learning
(1)
Systems
(1)
Keywords
large language model
(4)
prompt engineering
(2)
code generation
(1)
efficient inference
(1)
efficient computing
(1)
model serving
(1)
structured output
(1)
language model
(1)
low-rank adaptation
(1)
supervised fine-tuning
(1)
parameter-efficient tuning
(1)
inference optimization
(1)
token processing
(1)
retrieval-augmented generation
(1)
runtime optimization
(1)
kv cache
(1)
inference serving
(1)
resource efficiency
(1)
selection mechanism
(1)
finite state machine
(1)
Papers
Prism: Cost-Efficient Multi-LLM Serving via GPU Memory Ballooning
OSDI 2026
Language Models Can Easily Learn to Reason from Demonstrations
EMNLP 2025
NVILA: Efficient Frontier Visual Language Models
CVPR 2025
S*: Test Time Scaling for Code Generation
EMNLP 2025
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
NeurIPS 2024
Fairness in Serving Large Language Models
OSDI 2024
SGLang: Efficient Execution of Structured Language Model Programs
NeurIPS 2024