| 2026 | AAAI | Video Echoed in Music: Semantic, Temporal, and Rhythmic Alignment for Video-to-Music Generation. | Xinyi Tong, Yiran Zhu, Jishang Chen, Chunru Zhan, Tianle Wang, Sirui Zhang, Nian Liu, Tiezheng Ge, Duo Xu, Xin Jin, Feng Yu, Song-Chun Zhu |
| 2025 | ISIT | Information-Geometric Analysis of the Optimal Error Exponent in Fixed-Length Hypothesis Testing. | Qingyue Zhang, Xinyi Tong, Tianren Peng, Shao-Lun Huang |
| 2024 | ISIT | Second-Order Characterization of Minimax Parameter Estimation in Restricted Parameter Space. | Tianren Peng, Xinyi Tong, Shao-Lun Huang |
| 2024 | ITW | On the Asymptotic HGR Maximal Correlation of Gaussian Markov Chain. | Tianren Peng, Xinyi Tong, Shao-Lun Huang |
| 2024 | ITW | The Second-Order Perspectives of Minimax Parameter Estimation in Restricted Space with Weighted Squared Error Loss. | Tianren Peng, Xinyi Tong, Shao-Lun Huang |
| 2024 | ITW | A Non-asymptotic Framework for Characterizing Dependency Structures in Multimodal Learning. | Weida Wang, Tao Shi, Yaoyuan Liang, Xinyi Tong, Shao-Lun Huang |
| 2023 | GLOBECOM | Robust Deep Joint Source Channel Coding with Time-Varying Noise. | Weida Wang, Xinchun Yu, Xinyi Tong, Runpeng Yu, Xiao-Ping Zhang, Shao-Lun Huang |
| 2023 | ICLR | Personalized Federated Learning with Feature Alignment and Classifier Collaboration. | Jian Xu, Xinyi Tong, Shao-Lun Huang |
| 2023 | ISIT | An Information Theoretic Approach for Collaborative Distributed Parameter Estimation. | Xinyi Tong, Tianren Peng, Shao-Lun Huang |
| 2022 | CVPR | RecDis-SNN: Rectifying Membrane Potential Distribution for Directly Training Spiking Neural Networks. | Yufei Guo, Xinyi Tong, Yuanpei Chen, Liwen Zhang, Xiaode Liu, Zhe Ma, Xuhui Huang |
| 2022 | ECCV | Reducing Information Loss for Spiking Neural Networks. | Yufei Guo, Yuanpei Chen, Liwen Zhang, YingLei Wang, Xiaode Liu, Xinyi Tong, Yuanyuan Ou, Xuhui Huang, Zhe Ma |
| 2022 | ECCV | Real Spike: Learning Real-Valued Spikes for Spiking Neural Networks. | Yufei Guo, Liwen Zhang, Yuanpei Chen, Xinyi Tong, Xiaode Liu, YingLei Wang, Xuhui Huang, Zhe Ma |
| 2022 | ITW | An Information-theoretic Method for Collaborative Distributed Learning with Limited Communication. | Xinyi Tong, Jian Xu, Shao-Lun Huang |
| 2020 | ICIP | Few-Shot Learning With Attention-Weighted Graph Convolutional Networks For Hyperspectral Image Classification. | Xinyi Tong, Jihao Yin, Bingnan Han, Hui Qv |
| 2019 | IGARSS | Global Self-Labeled Distribution Analysis for Hyperspectral Band Selection. | Xinyi Tong, Jihao Yin, Limin Wu, Hui Qv |
| 2015 | IGARSS | A benchmark for scene classification of high spatial resolution remote sensing imagery. | Jingwen Hu, Tianbi Jiang, Xinyi Tong, Gui-Song Xia, Liangpei Zhang |