Xiuyu Sun

According to our database, Xiuyu Sun authored at least 35 papers between 2010 and 2024.

Collaborative distances:

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

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

Proc. VLDB Endow., January, 2024

Deconfounding Causal Inference for Zero-Shot Action Recognition.

Junyan Wang, Yiqi Jiang, Yang Long, Xiuyu Sun, Maurice Pagnucco, Yang Song

IEEE Trans. Multim., 2024

FuXi Weather: An end-to-end machine learning weather data assimilation and forecasting system.

Xiuyu Sun, Xiaohui Zhong, Xiaoze Xu, Yuanqing Huang, Hao Li, Jie Feng, Wei Han, Libo Wu, Yuan Qi

CoRR, 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

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

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

2023

Avatar Knowledge Distillation: Self-ensemble Teacher Paradigm with Uncertainty.

Yuan Zhang, Weihua Chen, Yichen Lu, Tao Huang, Xiuyu Sun, Jian Cao

Proceedings of the 31st ACM International Conference on Multimedia, 2023

PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search.

Haibin Wang, Ce Ge, Hesen Chen, Xiuyu Sun

Proceedings of the International Conference on Machine Learning, 2023

Maximizing Spatio-Temporal Entropy of Deep 3D CNNs for Efficient Video Recognition.

Junyan Wang, Zhenhong Sun, Yichen Qian, Dong Gong, Xiuyu Sun, Ming C. Lin, Maurice Pagnucco, Yang Song

Proceedings of the Eleventh International Conference on Learning Representations, 2023

DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network.

Xuan Shen, Yaohua Wang, Ming Lin, Yilun Huang, Hao Tang, Xiuyu Sun, Yanzhi Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks.

Weihua Chen, Xianzhe Xu, Jian Jia, Hao Luo, Yaohua Wang, Fan Wang, Rong Jin, Xiuyu Sun

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

DAMO-YOLO : A Report on Real-Time Object Detection Design.

Xianzhe Xu, Yiqi Jiang, Weihua Chen, Yilun Huang, Yuan Zhang, Xiuyu Sun

CoRR, 2022

Robust Graph Structure Learning over Images via Multiple Statistical Tests.

Yaohua Wang, Fangyi Zhang, Ming Lin, Senzhang Wang, Xiuyu Sun, Rong Jin

CoRR, 2022

Robust Graph Structure Learning via Multiple Statistical Tests.

Yaohua Wang, Fangyi Zhang, Ming Lin, Senzhang Wang, Xiuyu Sun, Rong Jin

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Entropy-Driven Mixed-Precision Quantization for Deep Network Design.

Zhenhong Sun, Ce Ge, Junyan Wang, Ming C. Lin, Hesen Chen, Hao Li, Xiuyu Sun

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

TAGPerson: A Target-Aware Generation Pipeline for Person Re-identification.

Kai Chen, Weihua Chen, Tao He, Rong Du, Fan Wang, Xiuyu Sun, Yuchen Guo, Guiguang Ding

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection.

Zhenhong Sun, Ming Lin, Xiuyu Sun, Zhiyu Tan, Hao Li, Rong Jin

Proceedings of the International Conference on Machine Learning, 2022

Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space.

Yaohua Wang, Yaobin Zhang, Fangyi Zhang, Senzhang Wang, Ming Lin, YuQi Zhang, Xiuyu Sun

Proceedings of the Tenth International Conference on Learning Representations, 2022

Entroformer: A Transformer-based Entropy Model for Learned Image Compression.

Yichen Qian, Xiuyu Sun, Ming Lin, Zhiyu Tan, Rong Jin

Proceedings of the Tenth International Conference on Learning Representations, 2022

GiraffeDet: A Heavy-Neck Paradigm for Object Detection.

Yiqi Jiang, Zhiyu Tan, Junyan Wang, Xiuyu Sun, Ming C. Lin, Hao Li

Proceedings of the Tenth International Conference on Learning Representations, 2022

Jmpnet: Joint Motion Prediction for Learning-Based Video Compression.

Dongyang Li, Zhenhong Sun, Zhiyu Tan, Xiuyu Sun, Fangyi Zhang, Yichen Qian, Hao Li

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Revisiting Efficient Object Detection Backbones from Zero-Shot Neural Architecture Search.

Zhenhong Sun, Ming Lin, Xiuyu Sun, Zhiyu Tan, Rong Jin

CoRR, 2021

Fine-Grained AutoAugmentation for Multi-Label Classification.

Ya Wang, Hesen Chen, Fangyi Zhang, Yaohua Wang, Xiuyu Sun, Ming Lin, Hao Li

CoRR, 2021

Importance Weighted Adversarial Discriminative Transfer for Anomaly Detection.

Cangning Fan, Fangyi Zhang, Peng Liu, Xiuyu Sun, Hao Li, Ting Xiao, Wei Zhao, Xianglong Tang

CoRR, 2021

Learning to Cluster Faces via Transformer.

Jinxing Ye, Xiaojiang Peng, Baigui Sun, Kai Wang, Xiuyu Sun, Hao Li, Hanqing Wu

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

CoRR, 2021

Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition.

Ming Lin, Pichao Wang, Zhenhong Sun, Hesen Chen, Xiuyu Sun, Qi Qian, Hao Li, Rong Jin

CoRR, 2021

Interpolation Variable Rate Image Compression.

Zhenhong Sun, Zhiyu Tan, Xiuyu Sun, Fangyi Zhang, Yichen Qian, Dongyang Li, Hao Li

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Exploring the Quality of GAN Generated Images for Person Re-Identification.

Yiqi Jiang, Weihua Chen, Xiuyu Sun, Xiaoyu Shi, Fan Wang, Hao Li

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Learning Accurate Entropy Model with Global Reference for Image Compression.

Yichen Qian, Zhiyu Tan, Xiuyu Sun, Ming Lin, Dongyang Li, Zhenhong Sun, Hao Li, Rong Jin

Proceedings of the 9th International Conference on Learning Representations, 2021

Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition.

Ming Lin, Pichao Wang, Zhenhong Sun, Hesen Chen, Xiuyu Sun, Qi Qian, Hao Li, Rong Jin

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Neural Architecture Design for GPU-Efficient Networks.

Ming Lin, Hesen Chen, Xiuyu Sun, Qi Qian, Hao Li, Rong Jin

CoRR, 2020

2019

MuffNet: Multi-Layer Feature Federation for Mobile Deep Learning.

Hesen Chen, Ming Lin, Xiuyu Sun, Qian Qi, Hao Li, Rong Jin

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2015

Channel-Max, Channel-Drop and Stochastic Max-pooling.

Yuchi Huang, Xiuyu Sun, Ming Lu, Ming Xu

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2012

Parallel active contour with Lattice Boltzmann scheme on modern GPU.

Xiuyu Sun, Zhiqiang Wang, George Chen

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2010

Research on parallel cone-beam CT image reconstruction on CUDA-Enabled GPU.

Yigang Sun, Xiuyu Sun, Hongying Zhang

Proceedings of the International Conference on Image Processing, 2010