| 2026 | AAAI | DCTR: Dual-Constraint Subgraph Optimization for Knowledge Graph-based Retrieval-Augmented Generation. | Yukun Cao, Zirui Xu, Dongyang Li, Zhihao Guo, Luobin Huang, Lisheng Wang |
| 2026 | WCNC | High-Accuracy Electromagnetic Parameter Calibration for Ray Tracing Based Channel Modeling by Chaos-Enhanced Gray Wolf Optimization. | Changyou Tai, Pan Tang, Peijie Liu, Zirui Xu, Chengze Gu, Jianhua Zhang |
| 2025 | ASPDAC | Compact Interleaved Thermal Control for Improving Throughput and Reliability of Networks-on-Chip. | Tong Cheng, Zirui Xu, Xinyi Li, Li Li, Yuxiang Fu |
| 2025 | ICSOC | GCLP: Generative Contrastive Learning with Adaptive Prompt-Guided Diffusion for Temporal Reasoning over Service Knowledge Graphs. | Yukun Cao, Lisheng Wang, Yunfeng Li, Zhihao Guo, Xuefeng Xu, Luobin Huang, Zirui Xu |
| 2025 | VTC | An Enhanced Electromagnetic Properties Calibration Algorithm for RT-Based Electromagnetic Environment Reconstruction. | Zirui Xu, Pan Tang, Ximan Liu, Haiyang Miao, Jianhua Zhang |
| 2024 | ASPDAC | QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks. | Chenhui Xu, Fuxun Yu, Zirui Xu, Chenchen Liu, Jinjun Xiong, Xiang Chen |
| 2024 | ICML | Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble. | Chenhui Xu, Fuxun Yu, Zirui Xu, Nathan Inkawhich, Xiang Chen |
| 2022 | WWW | Powering Multi-Task Federated Learning with Competitive GPU Resource Sharing. | Yongbo Yu, Fuxun Yu, Zirui Xu, Di Wang, Minjia Zhang, Ang Li, Shawn Bray, Chenchen Liu, Xiang Chen |
| 2022 | WACV | FalCon: Fine-grained Feature Map Sparsity Computing with Decomposed Convolutions for Inference Optimization. | Zirui Xu, Fuxun Yu, Chenxi Liu, Zhe Wu, Hongcheng Wang, Xiang Chen |
| 2021 | DAC | Helios: Heterogeneity-Aware Federated Learning with Dynamically Balanced Collaboration. | Zirui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen |
| 2021 | KDD | Fed2: Feature-Aligned Federated Learning. | Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen |
| 2020 | ASPDAC | LanCe: A Comprehensive and Lightweight CNN Defense Methodology against Physical Adversarial Attacks on Embedded Multimedia Applications. | Zirui Xu, Fuxun Yu, Xiang Chen |
| 2019 | ASPDAC | HAMPER: high-performance adaptive mobile security enhancement against malicious speech and image recognition. | Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen |
| 2019 | DAC | ReForm: Static and Dynamic Resource-Aware DNN Reconfiguration Framework for Mobile Device. | Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen |
| 2019 | DAC | MASKER: Adaptive Mobile Security Enhancement against Automatic Speech Recognition in Eavesdropping. | Fuxun Yu, Zirui Xu, Chenchen Liu, Xiang Chen |
| 2018 | ISLPED | DiReCt: Resource-Aware Dynamic Model Reconfiguration for Convolutional Neural Network in Mobile Systems. | Zirui Xu, Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen |
| 2017 | ICCAD | AdaLearner: An adaptive distributed mobile learning system for neural networks. | Jiachen Mao, Zhuwei Qin, Zirui Xu, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen |
| 2017 | ICCAD | VoCaM: Visualization oriented convolutional neural network acceleration on mobile system: Invited paper. | Zhuwei Qin, Zirui Xu, Qide Dong, Yiran Chen, Xiang Chen |