- [SPAWC ‘23] * W. Zhang, Y. Wang, X. Chen, and Z. Tian. “Spectrum Transformer: Wideband Spectrum Sensing using Multi-Head Self-Attention,” in Proceedings of the IEEE International Workshop on Signal Processing Advances in Wireless Communications, Aug. 2022.
- [SPAWC ‘23] * W. Zhang, Y. Wang, X. Chen, and Z. Tian. “Spectrum Transformer: Wideband Spectrum Sensing using Multi-Head Self-Attention,” in Proceedings of the IEEE International Workshop on Signal Processing Advances in Wireless Communications, Sep. 2023.
- [MLSys-CI ‘22] † F. Yu, D. Wang, L. Shangguan, M. Zhang, C. Liu, T. Soyata, and X. Chen. “A Survey of Multi-Tenant Deep Learning Inference on GPU,” in Proceedings of the Conference on Machine Learning and Systems, Workshop on Cloud Intelligence / AIOps, Aug. 2022.
- [CVPR-V4AS ‘20] † F. Yu, D. Wang, Y. Chen, N. Karianakis, P. Yu, D. Lymberopoulos, and X. Chen. “Unsupervised Domain Adaptation for Object Detection via Cross-Domain Semi-Supervised Learning,” in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Workshop on Vision for all Seasons: Adverse Weather and Lighting Conditions, Jun. 2020.
- [SEC ‘19] † Z. Qin, F. Yu, and X. Chen. “Task-Adaptive Incremental Learning for Intelligent Edge Devices,” in Proceedings of the ACM/IEEE Symposium on Edge Computing, pp. 340~341, Nov. 2019.
- [KDD-AIoT ‘19] † Z. Xu, F. Yu, and X. Chen. “DoPa: A Fast and Comprehensive CNN Defense Methodology against Physical Adversarial Attacks,” in Proceedings of the ACM SigKDD Conference on Knowledge Discovery and Data Mining, Workshop on Artificial Intelligence of Things, No. 3, Aug. 2019.
- [NIPS-CDNNIA ‘18] † Z. Qin, F. Yu, C. Liu, and X. Chen. “Demystifying Neural Network Filter Pruning,” in Proceedings of the Conference on Neural Information Processing Systems, Workshop on Compact Deep Neural Networks with Industrial Applications, No.24, Dec. 2018.
- [NIPS-CDNNIA ‘18] † F. Yu, Z. Qin, and X. Chen. “Distilling Critical Paths in Convolutional Neural Networks,” in Proceedings of the Conference on Neural Information Processing Systems, Workshop on Compact Deep Neural Networks with Industrial Applications, No. 34, Dec. 2018.
- [USENIX HotPower ‘14] ◦ X. Chen, K. Nixon, H. Zhou, Y. Liu, and Y. Chen. “FingerShadow: An OLED Power Optimization based on Smartphone Touch Interactions,” in Proceedings of the International Workshop on Power-Aware Computing and System, No. 6, Oct. 2014.
- [USENIX HotPower ‘14] K. Nixon, X. Chen, H. Zhou, Y. Liu, and Y. Chen. “Mobile GPU Power Consumption Reduction via Dynamic Resolution and Frame Rate Scaling,” in Proceedings of the International Workshop on Power-Aware Computing and System, No. 5, Oct. 2014.
- [USENIX HotMobile ‘13] ◦ X. Chen, Y. Chen, Z. Ma, and F. Fernandes. “How is Energy Consumed in Smartphone Display Applications?” in Proceedings of the International Workshop on Mobile Computing Systems and Applications, No. 3, Feb. 2013.
