Research on parallel cone-beam CT image reconstruction on CUDA-Enabled GPU. - Yigang Sun; Xiuyu Sun; Hongying Zhang (ICIP, 2010)

Parallel active contour with Lattice Boltzmann scheme on modern GPU. - Xiuyu Sun; Zhiqiang Wang; George Chen (ICIP, 2012)

Channel-Max, Channel-Drop and Stochastic Max-pooling. - Yuchi Huang; Xiuyu Sun; Ming Lu; Ming Xu (CVPR Workshops, 2015)

MuffNet: Multi-Layer Feature Federation for Mobile Deep Learning. - Hesen Chen; Ming Lin 002; Xiuyu Sun; Qian Qi 001; Hao Li 030; Rong Jin 001 (ICCV Workshops, 2019)

Neural Architecture Design for GPU-Efficient Networks. - Ming Lin 002; Hesen Chen; Xiuyu Sun; Qi Qian 001; Hao Li 030; Rong Jin 001 (CoRR, 2020)

Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition. - Ming Lin 002; Pichao Wang; Zhenhong Sun; Hesen Chen; Xiuyu Sun; Qi Qian 001; Hao Li 030; Rong Jin 001 (ICCV, 2021)

Learning Accurate Entropy Model with Global Reference for Image Compression. - Yichen Qian; Zhiyu Tan; Xiuyu Sun; Ming Lin 002; Dongyang Li; Zhenhong Sun; Hao Li 030; Rong Jin 001 (ICLR, 2021)

Exploring the Quality of GAN Generated Images for Person Re-Identification. - Yiqi Jiang; Weihua Chen; Xiuyu Sun; Xiaoyu Shi; Fan Wang 019; Hao Li 030 (ACM Multimedia, 2021)

Interpolation Variable Rate Image Compression. - Zhenhong Sun; Zhiyu Tan; Xiuyu Sun; Fangyi Zhang; Yichen Qian; Dongyang Li; Hao Li 030 (ACM Multimedia, 2021)

Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition. - Ming Lin 002; Pichao Wang; Zhenhong Sun; Hesen Chen; Xiuyu Sun; Qi Qian 001; Hao Li 030; Rong Jin 001 (CoRR, 2021)

Spatiotemporal Entropy Model is All You Need for Learned Video Compression. - Zhenhong Sun; Zhiyu Tan; Xiuyu Sun; Fangyi Zhang; Dongyang Li; Yichen Qian; Hao Li 030 (CoRR, 2021)

Learning to Cluster Faces via Transformer. - Jinxing Ye; Xiaojiang Peng; Baigui Sun; Kai Wang 036; Xiuyu Sun; Hao Li 030; Hanqing Wu (CoRR, 2021)

Importance Weighted Adversarial Discriminative Transfer for Anomaly Detection. - Cangning Fan; Fangyi Zhang; Peng Liu; Xiuyu Sun; Hao Li 030; Ting Xiao; Wei Zhao; Xianglong Tang (CoRR, 2021)

Fine-Grained AutoAugmentation for Multi-Label Classification. - Ya Wang; Hesen Chen; Fangyi Zhang; Yaohua Wang; Xiuyu Sun; Ming Lin 002; Hao Li 030 (CoRR, 2021)

Revisiting Efficient Object Detection Backbones from Zero-Shot Neural Architecture Search. - Zhenhong Sun; Ming Lin 002; Xiuyu Sun; Zhiyu Tan; Rong Jin 001 (CoRR, 2021)

Jmpnet: Joint Motion Prediction for Learning-Based Video Compression. - Dongyang Li; Zhenhong Sun; Zhiyu Tan; Xiuyu Sun; Fangyi Zhang; Yichen Qian; Hao Li 030 (ICASSP, 2022)

GiraffeDet: A Heavy-Neck Paradigm for Object Detection. - Yiqi Jiang; Zhiyu Tan; Junyan Wang 001; Xiuyu Sun; Ming C. Lin; Hao Li 030 (ICLR, 2022)

Entroformer: A Transformer-based Entropy Model for Learned Image Compression. - Yichen Qian; Xiuyu Sun; Ming Lin 002; Zhiyu Tan; Rong Jin 001 (ICLR, 2022)

Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space. - Yaohua Wang; Yaobin Zhang; Fangyi Zhang; Senzhang Wang; Ming Lin 002; YuQi Zhang; Xiuyu Sun (ICLR, 2022)

MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection. - Zhenhong Sun; Ming Lin 002; Xiuyu Sun; Zhiyu Tan; Hao Li 030; Rong Jin 001 (ICML, 2022)

TAGPerson: A Target-Aware Generation Pipeline for Person Re-identification. - Kai Chen; Weihua Chen; Tao He; Rong Du; Fan Wang 019; Xiuyu Sun; Yuchen Guo; Guiguang Ding (ACM Multimedia, 2022)

Entropy-Driven Mixed-Precision Quantization for Deep Network Design. - Zhenhong Sun; Ce Ge; Junyan Wang 001; Ming C. Lin; Hesen Chen; Hao Li 030; Xiuyu Sun (NeurIPS, 2022)

Robust Graph Structure Learning via Multiple Statistical Tests. - Yaohua Wang; Fangyi Zhang; Ming Lin 002; Senzhang Wang; Xiuyu Sun; Rong Jin 001 (NeurIPS, 2022)

Robust Graph Structure Learning over Images via Multiple Statistical Tests. - Yaohua Wang; Fangyi Zhang; Ming Lin 002; Senzhang Wang; Xiuyu Sun; Rong Jin 001 (CoRR, 2022)

DAMO-YOLO : A Report on Real-Time Object Detection Design. - Xianzhe Xu; Yiqi Jiang; Weihua Chen; Yilun Huang 004; Yuan Zhang 020; Xiuyu Sun (CoRR, 2022)

Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks. - Weihua Chen; Xianzhe Xu; Jian Jia; Hao Luo 004; Yaohua Wang; Fan Wang 019; Rong Jin 001; Xiuyu Sun (CVPR, 2023)

DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network. - Xuan Shen; Yaohua Wang; Ming Lin 002; Yilun Huang 004; Hao Tang 005; Xiuyu Sun; Yanzhi Wang (CVPR, 2023)

Maximizing Spatio-Temporal Entropy of Deep 3D CNNs for Efficient Video Recognition. - Junyan Wang 001; Zhenhong Sun; Yichen Qian; Dong Gong; Xiuyu Sun; Ming C. Lin; Maurice Pagnucco; Yang Song 001 (ICLR, 2023)

PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search. - Haibin Wang; Ce Ge; Hesen Chen; Xiuyu Sun (ICML, 2023)

Avatar Knowledge Distillation: Self-ensemble Teacher Paradigm with Uncertainty. - Yuan Zhang 020; Weihua Chen; Yichen Lu; Tao Huang 020; Xiuyu Sun; Jian Cao 002 (ACM Multimedia, 2023)

UniDM: A Unified Framework for Data Manipulation with Large Language Models. - Yichen Qian; Yongyi He; Rong Zhu; Jintao Huang; Zhijian Ma; Haibin Wang; Yaohua Wang; Xiuyu Sun; Defu Lian; Bolin Ding; Jingren Zhou 001 (MLSys, 2024)

Fuxi-DA: A Generalized Deep Learning Data Assimilation Framework for Assimilating Satellite Observations. - Xiaoze Xu; Xiuyu Sun; Wei Han; Xiaohui Zhong; Lei Chen; Hao Li (CoRR, 2024)

FuXi Weather: An end-to-end machine learning weather data assimilation and forecasting system. - Xiuyu Sun; Xiaohui Zhong; Xiaoze Xu; Yuanqing Huang 002; Hao Li; Jie Feng; Wei Han; Libo Wu; Yuan Qi (CoRR, 2024)

Deconfounding Causal Inference for Zero-Shot Action Recognition. - Junyan Wang 001; Yiqi Jiang; Yang Long 001; Xiuyu Sun; Maurice Pagnucco; Yang Song 001 (IEEE Trans. Multim., 2024)

Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation. - Dawei Gao; Haibin Wang; Yaliang Li; Xiuyu Sun; Yichen Qian; Bolin Ding; Jingren Zhou 001 (Proc. VLDB Endow., 2024)