Chien-Yu Lin
4 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
model compression
(1)
knowledge distillation
(1)
efficient inference
(1)
neural radiance field
(1)
inference efficiency
(1)
kv cache
(1)
gpu acceleration
(1)
inference speed
(1)
image upscaling
(1)
consumer device
(1)
low-rank projection
(1)
intra-device parallelism
(1)
nano-batch scheduling
(1)
gpu throughput
(1)
resource overlapping
(1)
execution time optimization
(1)
Papers
NanoFlow: Towards Optimal Large Language Model Serving Throughput
OSDI 2025
Palu: KV-Cache Compression with Low-Rank Projection
ICLR 2025
FastSR-NeRF: Improving NeRF Efficiency on Consumer Devices With a Simple Super-Resolution Pipeline
WACV 2024
SPIN: An Empirical Evaluation on Sharing Parameters of Isotropic Networks
ECCV 2022