| 2026 | ISCAS | CML-UNet: An Adaptive Spatiotemporal Registration Network for Medical Image Sequences. | Xinyu Liu, Zhenyu Zhu, Changpeng Shen, Ying Wei |
| 2025 | ICLR | How Gradient descent balances features: A dynamical analysis for two-layer neural networks. | Zhenyu Zhu, Fanghui Liu, Volkan Cevher |
| 2025 | ICML | Training Deep Learning Models with Norm-Constrained LMOs. | Thomas Pethick, Wanyun Xie, Kimon Antonakopoulos, Zhenyu Zhu, Antonio Silveti-Falls, Volkan Cevher |
| 2025 | NPC | Federated Learning via TEE-Based Dual-Branch Architecture and Interaction-Aware Pruning. | Wenxuan Zhou, Zhenyu Zhu, Mingyang Xie, Zhihao Qu |
| 2025 | WWW | LREF: A Novel LLM-based Relevance Framework for E-commerce Search. | Tian Tang, Zhixing Tian, Zhenyu Zhu, Chenyang Wang, Haiqing Hu, Guoyu Tang, Lin Liu, Sulong Xu |
| 2024 | CIKM | Enhancing E-Commerce Query Rewriting: A Large Language Model Approach with Domain-Specific Pre-Training and Reinforcement Learning. | Aijun Dai, Zhenyu Zhu, Haiqing Hu, Guoyu Tang, Lin Liu, Sulong Xu |
| 2024 | SMC | Enhancing on-Device Inference Security Through TEE-Integrated Dual-Network Architecture. | Zhenyu Zhu, Zhihao Qu, Ninghui Jia, Wenxuan Zhou, Baoliu Ye |
| 2023 | CIKM | DPAN: Dynamic Preference-based and Attribute-aware Network for Relevant Recommendations. | Wei Dai, Yingmin Su, Xiaofeng Pan, Yufeng Wang, Zhenyu Zhu, Nan Xu, Chengjun Mao, Bo Cao |
| 2023 | ICML | Benign Overfitting in Deep Neural Networks under Lazy Training. | Zhenyu Zhu, Fanghui Liu, Grigorios Chrysos, Francesco Locatello, Volkan Cevher |
| 2023 | ICNC | Research on Active Equalization Layered Control Strategy for Series Connected Lithium-ion Battery Pack. | Zhenyu Zhu, Jiye Jiao |
| 2022 | ICLR | Controlling the Complexity and Lipschitz Constant improves Polynomial Nets. | Zhenyu Zhu, Fabian Latorre, Grigorios Chrysos, Volkan Cevher |
| 2015 | KSEM | Recognizing the Operating Hand from Touchscreen Traces on Smartphones. | Hansong Guo, He Huang, Zehao Sun, Liusheng Huang, Zhenyu Zhu, Shaowei Wang, Pengzhan Wang, Hongli Xu, Hengchang Liu |
| 2015 | UIC | Guardian Angel: A Smartphone Based Personal Security System for Emergency Alerting. | Hansong Guo, Liusheng Huang, He Huang, Zehao Sun, Jiade Peng, Zhuolong Yu, Zhenyu Zhu, Hongli Xu, Hengchang Liu |
| 2014 | IPCCC | A combinatorial double auction mechanism for cloud resource group-buying. | Zehao Sun, Zhenyu Zhu, Long Chen, Hongli Xu, Liusheng Huang |
| 2011 | ISCAS | Realistic and interactive image-based rendering of ancient chinese artifacts using a multiple camera array. | Chong Wang, Zhenyu Zhu, Shing-Chow Chan, Heung-Yeung Shum |
| 2010 | ISCAS | Image-based rendering of ancient Chinese artifacts for multi-view displays - a multi-camera approach. | Zhenyu Zhu, King To Ng, Shing-Chow Chan, Heung-Yeung Shum |
| 2009 | ISCAS | A New Two-stage Method for Restoration of Images Corrupted by Gaussian and Impulse Noises using Local Polynomial Regression and Edge Preserving Regularization. | Z. G. Zhang, Shing-Chow Chan, Zhenyu Zhu |