Xiuyu Sun

Orcid: 0000-0002-7208-8078

According to our database1, Xiuyu Sun authored at least 35 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation.
Proc. VLDB Endow., January, 2024

Deconfounding Causal Inference for Zero-Shot Action Recognition.
IEEE Trans. Multim., 2024

FuXi Weather: An end-to-end machine learning weather data assimilation and forecasting system.
CoRR, 2024

Fuxi-DA: A Generalized Deep Learning Data Assimilation Framework for Assimilating Satellite Observations.
CoRR, 2024

UniDM: A Unified Framework for Data Manipulation with Large Language Models.
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

2023
Avatar Knowledge Distillation: Self-ensemble Teacher Paradigm with Uncertainty.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search.
Proceedings of the International Conference on Machine Learning, 2023

Maximizing Spatio-Temporal Entropy of Deep 3D CNNs for Efficient Video Recognition.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network.
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.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
DAMO-YOLO : A Report on Real-Time Object Detection Design.
CoRR, 2022

Robust Graph Structure Learning over Images via Multiple Statistical Tests.
CoRR, 2022

Robust Graph Structure Learning via Multiple Statistical Tests.
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.
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.
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.
Proceedings of the International Conference on Machine Learning, 2022

Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Entroformer: A Transformer-based Entropy Model for Learned Image Compression.
Proceedings of the Tenth International Conference on Learning Representations, 2022

GiraffeDet: A Heavy-Neck Paradigm for Object Detection.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Jmpnet: Joint Motion Prediction for Learning-Based Video Compression.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Revisiting Efficient Object Detection Backbones from Zero-Shot Neural Architecture Search.
CoRR, 2021

Fine-Grained AutoAugmentation for Multi-Label Classification.
CoRR, 2021

Importance Weighted Adversarial Discriminative Transfer for Anomaly Detection.
CoRR, 2021

Learning to Cluster Faces via Transformer.
CoRR, 2021

Spatiotemporal Entropy Model is All You Need for Learned Video Compression.
CoRR, 2021

Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition.
CoRR, 2021

Interpolation Variable Rate Image Compression.
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.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Learning Accurate Entropy Model with Global Reference for Image Compression.
Proceedings of the 9th International Conference on Learning Representations, 2021

Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
Neural Architecture Design for GPU-Efficient Networks.
CoRR, 2020

2019
MuffNet: Multi-Layer Feature Federation for Mobile Deep Learning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2015
Channel-Max, Channel-Drop and Stochastic Max-pooling.
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.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2010
Research on parallel cone-beam CT image reconstruction on CUDA-Enabled GPU.
Proceedings of the International Conference on Image Processing, 2010


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