26 citations · 64 across the 21 of their papers we have counts for
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cs.DC2026
Application-Driven Architecture Exploration for Cross-Layer Heterogeneous Systems
Yuchen Fan, Minghong Sun, Jikui Ma +19
AI and HPC infrastructure increasingly serves workload portfolios that combine dense tensor computation, sparse kernels, large memory footprints, and communication-intensive collec…
cs.RO2026
The Speedup Paradox: Rethinking Inference Speed-Quality Trade-off in Embodied Tasks
Yujin Wang, Junli Chen, Yixuan Li +4
Embodied foundation models have recently been widely used to improve robot generalization and task success rates. Previous works apply lossy efficient-inference techniques such as…
cs.AR2026
Scope: A Scalable Merged Pipeline Framework for Multi-Chip-Module NN Accelerators
Zongle Huang, Hongyang Jia, Kaiwei Zou +1
Neural network (NN) accelerators with multi-chip-module (MCM) architectures enable integration of massive computation capability; however, they face challenges of computing resourc…