Qianyu Cheng

According to our database, Qianyu Cheng authored at least 23 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

LORA: A Latency-Oriented Recurrent Architecture for Large Language Model on Multi-FPGA Platform With Communication Optimization.

Zhendong Zheng, Qianyu Cheng, Teng Wang, Wenqi Lou, Lei Gong, Xianglan Chen, Chao Wang, Xuehai Zhou

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., July, 2026

UniSparTa: A Unified Sparse Tensor Program Tuning Framework.

Zihan Wang, Lei Gong, Xiangjun Qu, Cheng Tang, Wenqi Lou, Teng Wang, Qianyu Cheng, Xianglan Chen, Chao Wang, Xuehai Zhou

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., July, 2026

Hermes: A Unified High-Performance NTT Architecture with Hybrid Dataflow.

Hang Gu, Teng Wang, Qianyu Cheng, Jinao Li, Zhendong Zheng, Lei Gong, Wenqi Lou, Xi Li, Xuehai Zhou

CoRR, March, 2026

Generative Engine Optimization: A VLM and Agent Framework for Pinterest Acquisition Growth.

Faye Zhang, Qianyu Cheng, Jasmine Wan, Vishwakarma Singh, Jinfeng Rao, Kofi Boakye

CoRR, February, 2026

UniCoX: A Unified Cost Model for Tensorized Program Tuning Across Ubiquitous Accelerators.

Zihan Wang, Lei Gong, Wenqi Lou, Teng Wang, Qianyu Cheng, Xianglan Chen, Chao Wang, Xuehai Zhou

IEEE Trans. Computers, January, 2026

Multi-Semantic Modeling for Glass Surface Detection in the Wild.

Qianyu Cheng, Huankang Guan, Rynson W. H. Lau

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

ActionFlow: A Pipelined Action Acceleration for Vision Language Models on Edge.

Yuntao Dai, Hang Gu, Teng Wang, Qianyu Cheng, Yifei Zheng, Zhiyong Qiu, Lei Gong, Wenqi Lou, Xuehai Zhou

CoRR, December, 2025

Toward Efficient FPGA Accelerator DSE via Hierarchical and RM-Guided Methods.

Chao Shi, Qianyu Cheng, Teng Wang, Chao Wang, Xuehai Zhou

IEEE Embed. Syst. Lett., October, 2025

PinLanding: Content-First Keyword Landing Page Generation via Multi-Modal AI for Web-Scale Discovery.

Faye Zhang, Jasmine Wan, Qianyu Cheng, Jinfeng Rao

CoRR, March, 2025

Remote Sensing Image Object Detection Algorithm Based on DETR.

Bo Zhao, Xingzhuo Wei, Xianyun Wu, Qianyu Cheng

IEEE Access, 2025

Spectral Enhanced Tuning: An Efficient Plug-and-Play Framework for Frequency-Aware Dehazing.

Cheng Tang, Wenqi Lou, Qianyu Cheng, Jiayi Tuo, Wei Fu, Tianhao Jiang, Chao Wang, Xuehai Zhou

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Late Breaking Results: A Fast Nearest Neighbor Search Acceleration for 3D Point Cloud.

Jinao Li, Teng Wang, Qianyu Cheng, Zhendong Zheng, Lei Gong, Chao Wang, Xi Li, Xuehai Zhou

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

Late Breaking Results: Source-Aware Adaptive Cache Management for CXL-enabled Disaggregated Memory Sharing.

Qianyu Cheng, Jiajun Ji, Teng Wang, Zihan Wang, Lei Gong, Chao Wang, Xuehai Zhou

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

Hermes: An FPGA-based NTT Accelerator Supporting Various Lengths for HHE.

Hang Gu, Teng Wang, Qianyu Cheng, Jinao Li, Zhendong Zheng, Lei Gong, Chao Wang, Xuehai Zhou

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2025

2024

Exploring the Spatiotemporal Effects of the Built Environment on the Nonlinear Impacts of Metro Ridership: Evidence from Xi'an, China.

Yafei Xi, Quanhua Hou, Yaqiong Duan, Kexin Lei, Yan Wu, Qianyu Cheng

ISPRS Int. J. Geo Inf., February, 2024

A genetic optimisation model for energy conservation of circulating water pump station with variable speed pumps.

Yirun He, Siqi Wu, Qianyu Cheng, Chenyu Tian, Qi Deng, Qi Kang

Int. J. Bio Inspired Comput., 2024

UniCoMo: A Unified Learning-Based Cost Model for Tensorized Program Tuning.

Zihan Wang, Lei Gong, Wenqi Lou, Qianyu Cheng, Xianglan Chen, Chao Wang, Xuehai Zhou

Proceedings of the 42nd IEEE International Conference on Computer Design, 2024

AutoSparse: A Source-to-Source Format and Schedule Auto- Tuning Framework for Sparse Tensor Program.

Xiangjun Qu, Lei Gong, Wenqi Lou, Qianyu Cheng, Xianglan Chen, Chao Wang, Xuehai Zhou

Proceedings of the 42nd IEEE International Conference on Computer Design, 2024

LORA: A Latency-Oriented Recurrent Architecture for GPT Model on Multi-FPGA Platform with Communication Optimization.

Zhendong Zheng, Qianyu Cheng, Teng Wang, Lei Gong, Xianglan Chen, Cheng Tang, Chao Wang, Xuehai Zhou

Proceedings of the 34th International Conference on Field-Programmable Logic and Applications, 2024

SoGraph: A State-Aware Architecture for Out-of-Memory Graph Processing on HBM-Equipped FPGAs.

Qianyu Cheng, Zhendong Zheng, Tianhao Jiang, Cheng Tang, Teng Wang, Lei Gong, Chao Wang, Xuehai Zhou

Proceedings of the 34th International Conference on Field-Programmable Logic and Applications, 2024

Ph.D. Project: Optimizing the Data Traffic for Large Graph Processing on FPGA via a Stateful Approach.

Qianyu Cheng, Teng Wang, Chao Wang

Proceedings of the 32nd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2024

2023

Aggregation Mechanisms in Federated Learning for Enhancing Robotic Visual Obstacle Avoidance.

Haizhou Zhang, Qianyu Cheng, Xiong Chen

Proceedings of the 5th International Conference on Robotics, 2023

2021

Dynamic Customer Embeddings for Financial Service Applications.

Nima Chitsazan, Samuel Sharpe, Dwipam Katariya, Qianyu Cheng, Karthik Rajasethupathy

CoRR, 2021