Wenqi Lou

Computer Science · Physical Sciences

6h-index114citations46works1.02yr avg
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Research Topics

Advanced Neural Network Applications(11), CCD and CMOS Imaging Sensors(8), Embedded Systems Design Techniques(7), Parallel Computing and Optimization Techniques(5), Advanced Memory and Neural Computing(5)

Publications46 total

Reducing End-to-End Latency of Cause-Effect Chains with Shared Cache Analysis
arXiv (Cornell University)·2026Open Access
Reducing End-to-End Latency of Cause-Effect Chains with Shared Cache Analysis
ArXiv.org·2026Open Access
A Timing-Anomaly Free Dynamic Scheduling on Heterogeneous Systems
ArXiv.org·2026Open Access
A Timing-Anomaly Free Dynamic Scheduling on Heterogeneous Systems
arXiv (Cornell University)·2026Open Access
ActionFlow: A Pipelined Action Acceleration for Vision Language Models on Edge
arXiv (Cornell University)·2025Open Access
ActionFlow: A Pipelined Action Acceleration for Vision Language Models on Edge
ArXiv.org·2025Open Access
TETRIS: A Novel FPGA Virtualization Framework for Fine-grained Sharing via Hierarchical Reconfiguration
ACM Transactions on Reconfigurable Technology and Systems·2025
TSI: A Time-Semantic Instruction Set for Deterministic Data-Flow Execution in Real-Time Embedded Systems
2025
UniCoX: A Unified Cost Model for Tensorized Program Tuning Across Ubiquitous Accelerators
IEEE Transactions on Computers·2025
QLlama: An FPGA-Based Microscaling Quantization Accelerator for Energy-Efficient Llama2 Inference
IEEE Embedded Systems Letters·2025
Automated FPGA Accelerator Generation Framework for Transformers with Dataflow Optimization
2025Open Access
MoE-Sched: Enabling Efficient FPGA Deployment of Mixture-of-Experts Vision Transformers via Coordinated Scheduling
IEEE Transactions on Very Large Scale Integration (VLSI) Systems·2025
CoQMoE: Co-Designed Quantization and Computation Orchestration for Mixture-of-Experts Vision Transformer on FPGA
Lecture notes in computer science·2025
Spectral Enhanced Tuning: An Efficient Plug-and-Play Framework for Frequency-Aware Dehazing
2025
UniCoS: A Unified Neural and Accelerator Co-Search Framework for CNNs and ViTs
2025
CoQMoE: Co-Designed Quantization and Computation Orchestration for Mixture-of-Experts Vision Transformer on FPGA
arXiv (Cornell University)·2025Open Access
Picasso: Analyzing Prompt Design for Text-to-Image Generative Diffusion Models from a Temporal-Spatial Perspective
ACM Transactions on Multimedia Computing Communications and Applications·2025
UbiMoE: A Ubiquitous Mixture-of-Experts Vision Transformer Accelerator With Hybrid Computation Pattern on FPGA
2025· 3 cited
UbiMoE: A Ubiquitous Mixture-of-Experts Vision Transformer Accelerator With Hybrid Computation Pattern on FPGA
arXiv (Cornell University)·2025Open Access
UniSparTa: A Unified Sparse Tensor Program Tuning Framework
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems·2025
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Frequent Co-authors

Lei Gong(22), Xuehai Zhou(21), Chao Wang(19), Yunji Qin(8), Xuehai Zhou(8), Zhendong Zheng(6), Xianglan Chen(5), Qianyu Cheng(5), B. JIANG(5), Xun Gong(5), Yixuan Zhu(5), Xuan Wang(4), Jiancheng Dong(4), Teng Wang(4), Yinkang Gao(4), Teng Wang(4), Chao Wang(4), Xi Li(4), Xuehai Zhou(4), Lei Gong(3)