Wenyuan Yu
4 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
model compression
(1)
memory efficiency
(1)
reasoning model
(1)
transformer optimization
(1)
multimodal model
(1)
kv cache quantization
(1)
key-value cache
(1)
request scheduling
(1)
load balancing
(1)
workload characterization
(1)
large language model
(1)
1-bit quantization
(1)
asymmetric quantization
(1)
llm inference
(1)
large language model serving
(1)
service level objective
(1)
critical path
(1)
anomaly diagnosis
(1)
workload generation
(1)
performance benchmarking
(1)
Papers
ServeGen: Workload Characterization and Generation of Large Language Model Serving in Production
NSDI 2026
Simple Is Better: Multiplication May Be All You Need for LLM Request Scheduling
OSDI 2026
StriaTrace: Efficient Tracing and Diagnosis for Online LLM Inference (Operational Systems)
OSDI 2026
AsymKV: Enabling 1-Bit Quantization of KV Cache with Layer-Wise Asymmetric Quantization Configurations
COLING 2025