Keren Zhou
3 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(7)
Conferences
ICML (1)
NIPS (1)
OSDI (1)
Top co-authors
Keywords
parameter sharing
(2)
model compression
(2)
knowledge distillation
(1)
efficient inference
(1)
neural network optimization
(1)
sparse matrix
(1)
weight quantization
(1)
inference acceleration
(1)
sketch structured transform
(1)
weight matrix sparsification
(1)
gpu optimization
(1)
cache efficiency
(1)
hardware-aware computing
(1)
kernel performance
(1)
performance analysis
(1)
gpu profiling
(1)
compiler infrastructure
(1)
ai workload
(1)
model quantization
(1)
Papers
KPerfIR: Towards a Open and Compiler-centric Ecosystem for GPU Kernel Performance Tooling on Modern AI Workloads
OSDI 2025
SS1: Accelerating Inference with Fast and Expressive Sketch Structured Transform
NIPS 2024
Hardware-Aware Compression with Random Operation Access Specific Tile (ROAST) Hashing
ICML 2023