(†: equal contribution, ~: corresponding author)

Conference Paper

• LiteUAV-DETR: Scale-Aware Feature Routing for Real-Time UAV Detection
  BMVC’26
  Mingze Sun, Zhuoyu Wu, Pei-Sze Tan, Jit Yan Lim, Raphaël C.-W. Phan, Shu-Min Leong

• Motion-Equivariant Pseudo-Video Augmentation: Video-Style Generalization from a Single Static Polyp Dataset
  BMVC’26
  Zhuoyu Wu, Wenhui Ou, Qinchen Wu, Mingze Sun, Pei-Sze Tan, Wenqi Fang, Raphaël C.-W. Phan

• DepthPolyp in Practice: Reproducible Deployment and Practical Lessons for Real-Time Colonoscopy Segmentation
  RRPR’26
  Zhuoyu Wu, Wenhui Ou, Lexi Zhang, Pei-Sze Tan, Mingze Sun, Junhe Zhao, Wenqi Fang, Raphaël C.-W. Phan

• DepthPolyp: Pseudo-Depth Guided Lightweight Segmentation for Real-Time Colonoscopy (ICPR 2026 RRPR Badge)
  ICPR’26
  Zhuoyu Wu, Wenhui Ou, Lexi Zhang, Pei-Sze Tan, Dongjun Wu, Junhe Zhao, Wenqi Fang, Raphaël C.-W. Phan

• RoiMAM: Region-of-Interest Medical Attention Model for Efficient Vision-Language Understanding
  APSIPA ASC’26
  Jiayan Yang, Zhuoyu Wu, Wenqi Fang

• RIGS-Refiner: Risk-Guided Recursive Refinement in Prediction Space for Colonoscopy Polyp Segmentation
  APSIPA ASC’26
  Jiachi Zhang, Zhuoyu Wu, Wenqi Fang

• Lightweight Polyp Segmentation via a Gain-Aware Prediction-Space Recursive Controller (Poster)
  ICONIP’26
  Jiachi Zhang, Zhuoyu Wu, Quanjun Wang, Wenhui Ou, Wenqi Fang

• GUI-Narrator:Detecting and Captioning Computer GUI Actions
  ACM MM’25
  Qinchen WU, Difei Gao, Kevin Qinghong Lin, Zhuoyu Wu, Mike Zheng Shou

• PR-KAN: Pipeline-Driven Reconfigurable Accelerator for Kolmogorov–Arnold Networks with Reuse Sparsity Support
  ISCAS’25
  Wenhui Ou, Zhuoyu Wu, Yike Li, Ziyang Hong, C. Patrick Yue, Zheng Wang

• AttenPU: A Low-cost Floating-point Attention Processing Unit with Online Adjustable Precision and Bidirectional Dataflow
  GLSVLSI’25
  Qiawei Zheng, Pu Zhou, Zheng Wang, Zhuoyu Wu, Yike Li

• Fourier-LSTM on the Edge: Elevating Genome Sequencing Performance on the Portable Devices
  ICTA’24
  Bolin Xue, Zhuoyu Wu, Yupeng Zang, Wenqi Fang, Zheng Wang, Yongkui Yang

• GUI Action Narrator: Where and When Did That Action Take Place?
  Arxiv
  Qinchen WU, Difei Gao, Kevin Qinghong Lin, Zhuoyu Wu, Xiangwu Guo, Peiran Li, Weichen Zhang, Mike Zheng Shou

• COMPACT:Co-processor for Multi-mode Precision-adjustable Non-linear Activation Function
  DATE’23
  Wenhui Ou, Zhuoyu Wu, Zheng Wang, Chao Chen, Yongkui Yang

• HiPACT:Coprocessor for Multi-mode High Precision Nonlinear Activation Function (Oral, 25%)
  CCF CHIP’22
  Wu Zhuoyu, Ou Wenhui, Wang Zheng

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Journal Paper

• TMU: A Generic Tensor Manipulation Unit for Data-move-intensive Compute-less Operators, 2025
  Arxiv
  Weiyu Zhou, Zheng Wang, Yike Li, Weilun Wang, Wenhui Ou, Chao Chen, Yongkui Yang, Zhuoyu Wu, Anupam Chattopadhyay

• Harmonizing Unets: Attention Fusion Module in Cascaded-Unets for Low-quality OCT Image Fluid Segmentation
  Computers in Biology and Medicine (JCR Q1, IF=7.7), 2024
  Zhuoyu Wu, Qinchen Wu, Wenhui Ou, Quanjun Wang, Wenqi Fang, Heng Yu, Zheng Wang, Heshan Li

• A Biologically-inspired Self-Organizing Underwater Sensor Network
  Applied Sciences (JCR Q2), 2023
  Guannan Li, Yulong Zhang, Yao Zhang, Chao Chen, Zhuoyu Wu, Yang Wang

• Coprocessor for Multi-mode High Precision Nonlinear Activation Function
  Journal of Computer-Aided Design & Computer Graphics (JCAD), 2022
  Ou Wenhui, Wang Zheng, Wu Zhuoyu, Wang Weilun, Gan Zhiyin (CCF CHIP Invited)

• Energy-Efficient Inference for Recurrent Neural Networks in Edge-Cloud Computing
  Symmetry
  Chao Chen, Weiyu Guo,Zheng Wang,Yongkui Yang, Zhuoyu Wu, Guannan Li