| 2023 | CVPR | 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 |
| 2023 | CVPR | DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network. | Xuan Shen, Yaohua Wang, Ming Lin, Yilun Huang, Hao Tang, Xiuyu Sun, Yanzhi Wang |
| 2023 | ICLR | Maximizing Spatio-Temporal Entropy of Deep 3D CNNs for Efficient Video Recognition. | Junyan Wang, Zhenhong Sun, Yichen Qian, Dong Gong, Xiuyu Sun, Ming Lin, Maurice Pagnucco, Yang Song |
| 2023 | ICML | PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search. | Haibin Wang, Ce Ge, Hesen Chen, Xiuyu Sun |
| 2022 | ICASSP | Jmpnet: Joint Motion Prediction for Learning-Based Video Compression. | Dongyang Li, Zhenhong Sun, Zhiyu Tan, Xiuyu Sun, Fangyi Zhang, Yichen Qian, Hao Li |
| 2022 | ICLR | GiraffeDet: A Heavy-Neck Paradigm for Object Detection. | Yiqi Jiang, Zhiyu Tan, Junyan Wang, Xiuyu Sun, Ming Lin, Hao Li |
| 2022 | ICLR | Entroformer: A Transformer-based Entropy Model for Learned Image Compression. | Yichen Qian, Xiuyu Sun, Ming Lin, Zhiyu Tan, Rong Jin |
| 2022 | ICLR | 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 |
| 2022 | ICML | 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 |
| 2021 | ICCV | 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 |
| 2021 | ICLR | 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 |
| 2015 | CVPR | Channel-Max, Channel-Drop and Stochastic Max-pooling. | Yuchi Huang, Xiuyu Sun, Ming Lu, Ming Xu |
| 2012 | ICIP | Parallel active contour with Lattice Boltzmann scheme on modern GPU. | Xiuyu Sun, Zhiqiang Wang, George Chen |
| 2010 | ICIP | Research on parallel cone-beam CT image reconstruction on CUDA-Enabled GPU. | Yigang Sun, Xiuyu Sun, Hongying Zhang |