Chaoyao Shen

University of Amsterdam

Papers on Lattice

Total citations

Topics

h-index

Publication activitypapers/week, last 8 weeks

Research focus

Distributed Systems & Hardware (2)Code Generation & Program Synthesis (1)Training Efficiency & Optimization (1)Architecture Design (Transformers, SSMs, MoE) (1)

Frequent co-authors

Yixian Shen (2)Anuj Pathania (2)Linfeng Jiang (1)Tao Xu (1)

Papers (2)

Apr 14, 2026

2w ago·also Clausthal University of Technology, SEU

TCL: Enabling Fast and Efficient Cross-Hardware Tensor Program Optimization via Continual Learning

Forget massive offline datasets: TCL slashes tensor program optimization time by 16x while *improving* inference latency, thanks to a Mamba-powered cost model and continual learning.

Chaoyao Shen, Linfeng Jiang, Yixian Shen +6

Code Generation & Program Synthesis Distributed Systems & Hardware Training Efficiency & Optimization

Apr 13, 2026

2w ago·also SEU, University of Thessaly

Active Imitation Learning for Thermal- and Kernel-Aware LFM Inference on 3D S-NUCA Many-Cores

Ditch the GPU? Active Imitation Learning can tame the thermal chaos of running large foundation models on 3D-stacked CPUs, unlocking a cost-effective alternative for LFM inference.

Yixian Shen, Chaoyao Shen, Jan Deen +3

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Inference & Quantization

Search

Chaoyao Shen

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)