Wenqi Lou - RankMe

37 papers A* 2A 4B 1C 5Journal 19Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Timing-Anomaly Free Dynamic Scheduling on Heterogeneous Systems. CoRR Yixuan Zhu, Yinkang Gao, Lei Gong, Binze Jiang, Xiaohang Gong, Zihan Wang, Cheng Tang, Wenqi Lou, Teng Wang, Chao Wang, Xi Li, Xuehai Zhou
2026	A*	`conf`	CloserToMe: A Unified Framework for Accurate and Transferable Latency Prediction Across Heterogeneous Devices. AAAI Cheng Tang, Guochong Sui, Wenqi Lou, Zihan Wang, Jiayi Tuo, Wenqian Xie, Yinkang Gao, Yixuan Zhu, Lei Gong, Chao Wang, Xuehai Zhou
2026	J	`jnl`	Crystal-KV: Efficient KV Cache Management for Chain-of-Thought LLMs via Answer-First Principle. CoRR Zihan Wang, Cheng Tang, Lei Gong, Cheng Li, Chao Wang, Teng Wang, Wenqi Lou, Xuehai Zhou
2026	J	`jnl`	Hermes: A Unified High-Performance NTT Architecture with Hybrid Dataflow. CoRR Hang Gu, Teng Wang, Qianyu Cheng, Jinao Li, Zhendong Zheng, Lei Gong, Wenqi Lou, Xi Li, Xuehai Zhou
2026	J	`jnl`	MoE-Sched: Enabling Efficient FPGA Deployment of Mixture-of-Experts Vision Transformers via Coordinated Scheduling. IEEE Trans. Very Large Scale Integr. Syst. Jiale Dong, Wenqi Lou, Hao Wu, Zhendong Zheng, Yunji Qin, Lei Gong, Chao Wang, Xuehai Zhou
2026	J	`jnl`	Reducing End-to-End Latency of Cause-Effect Chains with Shared Cache Analysis. CoRR Yixuan Zhu, Yinkang Gao, Bo Zhang, Xiaohang Gong, Binze Jiang, Lei Gong, Wenqi Lou, Teng Wang, Chao Wang, Xi Li, Xuehai Zhou
2026	J	`jnl`	TETRIS: A Novel FPGA Virtualization Framework for Fine-grained Sharing via Hierarchical Reconfiguration. ACM Trans. Reconfigurable Technol. Syst. Wenbin Teng, Wenqi Lou, Teng Wang, Lei Gong, Chao Wang, Xuehai Zhou
2026	J	`jnl`	UniCoX: A Unified Cost Model for Tensorized Program Tuning Across Ubiquitous Accelerators. IEEE Trans. Computers Zihan Wang, Lei Gong, Wenqi Lou, Teng Wang, Qianyu Cheng, Xianglan Chen, Chao Wang, Xuehai Zhou
2026	J	`jnl`	Window-Diffusion: Accelerating Diffusion Language Model Inference with Windowed Token Pruning and Caching. CoRR Fengrui Zuo, Zhiwei Ke, Yiming Liu, Wenqi Lou, Chao Wang, Xuehai Zhou
2025	J	`jnl`	ActionFlow: A Pipelined Action Acceleration for Vision Language Models on Edge. CoRR Yuntao Dai, Hang Gu, Teng Wang, Qianyu Cheng, Yifei Zheng, Zhiyong Qiu, Lei Gong, Wenqi Lou, Xuehai Zhou
2025	B	`conf`	Automated FPGA Accelerator Generation Framework for Transformers with Dataflow Optimization. ICPP Wenqi Lou, Yunji Qin, Zihao Wang, Chao Wang, Lei Gong, Xuehai Zhou
2025	—	`conf`	CoQMoE: Co-Designed Quantization and Computation Orchestration for Mixture-of-Experts Vision Transformer on FPGA. Euro-Par (2) Jiale Dong, Hao Wu, Zihao Wang, Wenqi Lou, Zhendong Zheng, Lei Gong, Chao Wang, Xuehai Zhou
2025	J	`jnl`	CoQMoE: Co-Designed Quantization and Computation Orchestration for Mixture-of-Experts Vision Transformer on FPGA. CoRR Jiale Dong, Hao Wu, Zihao Wang, Wenqi Lou, Zhendong Zheng, Lei Gong, Chao Wang, Xuehai Zhou
2025	J	`jnl`	Optimizing utilization in logical execution time system with preserved externally-observable timed I/O semantics. J. Syst. Archit. Bo Zhang, Caixu Zhao, Yinkang Gao, Yixuan Zhu, Lei Gong, Teng Wang, Wenqi Lou, Xi Li
2025	J	`jnl`	Picasso: Analyzing Prompt Design for Text-to-Image Generative Diffusion Models from a Temporal-Spatial Perspective. ACM Trans. Multim. Comput. Commun. Appl. Haoyu Cai, Wenqi Lou, Chao Wang, Xuehai Zhou
2025	J	`jnl`	QLlama: An FPGA-Based Microscaling Quantization Accelerator for Energy-Efficient Llama2 Inference. IEEE Embed. Syst. Lett. Hongbing Wen, Zihao Wang, Jiale Dong, Wenqi Lou, Lei Gong, Chao Wang, Xuehai Zhou
2025	A	`conf`	Spectral Enhanced Tuning: An Efficient Plug-and-Play Framework for Frequency-Aware Dehazing. ICME Cheng Tang, Wenqi Lou, Qianyu Cheng, Jiayi Tuo, Wei Fu, Tianhao Jiang, Chao Wang, Xuehai Zhou
2025	A	`conf`	TSI: A Time-Semantic Instruction Set for Deterministic Data-Flow Execution in Real-Time Embedded Systems. RTSS Yinkang Gao, Bo Zhang, Yixuan Zhu, Lei Gong, Teng Wang, Wenqi Lou, Chao Wang, Xi Li, Xuehai Zhou
2025	C	`conf`	UbiMoE: A Ubiquitous Mixture-of-Experts Vision Transformer Accelerator With Hybrid Computation Pattern on FPGA. ISCAS Jiale Dong, Wenqi Lou, Zhendong Zheng, Yunji Qin, Lei Gong, Chao Wang, Xuehai Zhou
2025	J	`jnl`	UbiMoE: A Ubiquitous Mixture-of-Experts Vision Transformer Accelerator With Hybrid Computation Pattern on FPGA. CoRR Jiale Dong, Wenqi Lou, Zhendong Zheng, Yunji Qin, Lei Gong, Chao Wang, Xuehai Zhou
2025	A*	`conf`	UniCoS: A Unified Neural and Accelerator Co-Search Framework for CNNs and ViTs. DAC Wei Fu, Wenqi Lou, Cheng Tang, Hongbing Wen, Yunji Qin, Lei Gong, Chao Wang, Xuehai Zhou
2024	C	`conf`	AutoSparse: A Source-to-Source Format and Schedule Auto- Tuning Framework for Sparse Tensor Program. ICCD Xiangjun Qu, Lei Gong, Wenqi Lou, Qianyu Cheng, Xianglan Chen, Chao Wang, Xuehai Zhou
2024	—	`conf`	Beyond Training: A Zero-Shot Framework to Neural Architecture and Accelerator Co-Exploration. CLUSTER Workshops Wei Fu, Wenqi Lou, Lei Gong, Chao Wang, Xuehai Zhou
2024	—	`conf`	Enhancing Long Sequence Input Processing in FPGA-Based Transformer Accelerators through Attention Fusion. ACM Great Lakes Symposium on VLSI Yunji Qin, Wenqi Lou, Chao Wang, Lei Gong, Xuehai Zhou
2024	C	`conf`	Fine-Grained Shared Cache Interference Analysis Using Basic Block's Execution Time. ICCD Yixuan Zhu, Wenqi Lou, Yinkang Gao, Binze Jiang, Xiaohang Gong, Xi Li
2024	J	`jnl`	FlexBCM: Hybrid Block-Circulant Neural Network and Accelerator Co-Search on FPGAs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Wenqi Lou, Yunji Qin, Xuan Wang, Lei Gong, Chao Wang, Xuehai Zhou
2024	—	`conf`	MFNAS: Multi-fidelity Exploration in Neural Architecture Search with Stable Zero-Shot Proxy. PRICAI (1) Wei Fu, Wenqi Lou, Yunji Qin, Lei Gong, Chao Wang, Xuehai Zhou
2024	C	`conf`	UniCoMo: A Unified Learning-Based Cost Model for Tensorized Program Tuning. ICCD Zihan Wang, Lei Gong, Wenqi Lou, Qianyu Cheng, Xianglan Chen, Chao Wang, Xuehai Zhou
2024	J	`jnl`	Unleashing Network/Accelerator Co-Exploration Potential on FPGAs: A Deeper Joint Search. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Wenqi Lou, Lei Gong, Chao Wang, Jiaming Qian, Xuan Wang, Changlong Li, Xuehai Zhou
2023	A	`conf`	NAF: Deeper Network/Accelerator Co-Exploration for Customizing CNNs on FPGA. DATE Wenqi Lou, Jiaming Qian, Lei Gong, Xuan Wang, Chao Wang, Xuehai Zhou
2023	A	`conf`	hAP: A Spatial-von Neumann Heterogeneous Automata Processor with Optimized Resource and IO Overhead on FPGA. FPGA Xuan Wang, Lei Gong, Jing Cao, Wenqi Lou, Weiya Wang, Chao Wang, Xuehai Zhou
2022	J	`jnl`	OctCNN: A High Throughput FPGA Accelerator for CNNs Using Octave Convolution Algorithm. IEEE Trans. Computers Wenqi Lou, Lei Gong, Chao Wang, Zidong Du, Xuehai Zhou
2022	—	`conf`	TCL-Net: A Lightweight and Efficient Dehazing Network with Frequency-Domain Fusion and Multi-Angle Attention. ACCV (4) Cheng Tang, Wenqi Lou
2021	J	`jnl`	Neural Network Instruction Set Extension and Code Mapping Mechanism. Int. J. Softw. Informatics Wenqi Lou, Chao Wang, Lei Gong, Xuehai Zhou
2020	C	`conf`	OctCNN: An Energy-Efficient FPGA Accelerator for CNNs using Octave Convolution Algorithm. CLUSTER Wenqi Lou, Chao Wang, Lei Gong, Xuehai Zhou
2019	—	`conf`	RV-CNN: Flexible and Efficient Instruction Set for CNNs Based on RISC-V Processors. APPT Wenqi Lou, Chao Wang, Lei Gong, Xuehai Zhou
2017	J	`jnl`	Reconfigurable Hardware Accelerators: Opportunities, Trends, and Challenges. CoRR Chao Wang, Wenqi Lou, Lei Gong, Lihui Jin, Luchao Tan, Yahui Hu, Xi Li, Xuehai Zhou