Ying Sheng
13 papers · 2018–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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(5)
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Keyword Collector
(59)
Venues
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Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(5)
Natural Language Processing
(5)
Application Areas
(5)
Models
(4)
Optimization & Theory Β· Machine Learning
(4)
Resources & Methods
(4)
Generation
(2)
Optimization & Theory Β· Deep Learning
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Core Methods
(1)
Keywords
large language model
(9)
inference optimization
(3)
dialogue system
(2)
kv cache
(2)
human preference
(2)
efficient inference
(1)
instruction following
(1)
benchmark evaluation
(1)
harmful content
(1)
automated reasoning
(1)
model serving
(1)
low-rank approximation
(1)
matrix approximation
(1)
algorithm optimization
(1)
prompt engineering
(1)
pairwise comparison
(1)
crowd sourcing
(1)
formal methods
(1)
batch processing
(1)
structured output
(1)
Papers
Prism: Cost-Efficient Multi-LLM Serving via GPU Memory Ballooning
OSDI 2026
SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal
ICLR 2025
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference
ICML 2024
Fairness in Serving Large Language Models
OSDI 2024
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset
ICLR 2024
SGLang: Efficient Execution of Structured Language Model Programs
NeurIPS 2024
AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving
OSDI 2023
FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU
ICML 2023
H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models
NeurIPS 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
NeurIPS 2023
Towards Optimal Caching and Model Selection for Large Model Inference
NeurIPS 2023
Politeness for the Theory of Algebraic Datatypes (Extended Abstract)
IJCAI 2021
Subspace Embedding and Linear Regression with Orlicz Norm
ICML 2018