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Yihua Cheng

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DroidSpeak: KV Cache Sharing Across Fine-tuned Model VariantsNSDI '262026-05-04
DroidSpeak enables KV cache reuse across fine‑tuned variants of the same architecture by profiling model pairs to find a small set of critical layers (about…
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GRACE: Loss-Resilient Real-Time Video through Neural Codecs21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
A neural video codec that jointly trains encoder and decoder under simulated packet losses and randomly zeroed tensor partitions yields graceful quality…
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POLYCORN: Data-driven Cross-layer Multipath Networking for High-speed RailwayNSDI 20232023-04-17
Collects a 1.79 TB GPS-labeled TCP-LTE dataset over 28,800 km and deploys a system on the Beijing–Shanghai HSR gateway at ~300 km/h. POLYCORN uses a robust…
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