@article{du2024acs, title = {Identification of path congestion status for network performance tomography using deep spatial–temporal learning}, journal = {Computer Communications}, volume = {239}, pages = {108194}, year = {2025}, issn = {0140-3664}, doi = {https://doi.org/10.1016/j.comcom.2025.108194}, url = {https://www.sciencedirect.com/science/article/pii/S0140366425001513}, author = {Chengze Du and others}, } @InProceedings{du2025secureNT, author={Du, Chengze and Shi, Jibin and others}, title={SecureNT: Smart Topology Obfuscation for Privacy-Aware Network Monitoring}, booktitle={Advanced Intelligent Computing Technology and Applications}, year={2025}, publisher={Springer Nature Singapore}, doi={https://doi.org/10.1007/978-981-96-9914-8_9}, address={Singapore}, pages={101--112}, isbn={978-981-96-9914-8} } @article{du2025roto, title={RoTO: Robust Topology Obfuscation Against Tomography Inference Attacks}, author={Du, Chengze and Xu, Heng and Yu, Zhiwei and Zhou, Ying and Meng, Zili and Li, Jialong}, journal={arXiv preprint arXiv:2508.12852}, year={2025}, url={https://arxiv.org/abs/2508.12852}, } @article{du2025torta, title={Temporal-Aware GPU Resource Allocation for Distributed LLM Inference via Reinforcement Learning}, author={Du, Chengze and Yu, Zhiwei and Xu, Heng and Wang, Haojie and Li, Jialong and others}, journal={arXiv preprint arXiv:2507.10259}, year={2025}, url={https://arxiv.org/abs/2507.10259} } @inproceedings{du2025semitoneaware, title={Semitone-Aware Fourier Encoding: A Music-Structured Approach to Audio-Text Alignment}, author={Chengze Du and JinYang Zhang and Wenxin Zhang}, booktitle={Artificial Intelligence for Music: NeurIPS 2025 Workshop}, year={2025}, url={https://openreview.net/forum?id=KwKfcSGZhF} } @INPROCEEDINGS{du2025vaes, author = {Du, Chengze and others}, booktitle = {2025 International Joint Conference on Neural Networks (IJCNN)}, title = {GuidedLatent: Defending VAEs against Membership Inference Attacks via Distribution-Guided Privacy}, year = {2025}, pages = {1-8}, doi = {10.1109/IJCNN64981.2025.11227775} }