Xiang Chen

Xiang Chen

Intelligence Fusion Laboratory

Conference Posters and Tracks of Work-in-Progress

  • [DAC-WIP ‘23] † C. Xu, F. Yu, Z. Xu, C. Liu, J. Xiong, and X. Chen. “QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks,” the Design Automation Conference, Work-in-Progress Workshop, Jul. 2023.
  • [MLSys-CrossFL ‘22] † Y. Yu, F. Yu, Z. Xu, D. Wang, M. Zhang, A. Li, S. Bray, C. Liu, and X. Chen. “Powering Multi-Task Federated Learning with Competitive GPU Resource Sharing,” the Conference on Machine Learning and Systems, Workshop on Cross-Community Federated Learning: Algorithms, Systems and Co-designs, Poster, Sep. 2022.
  • [DAC-WIP ‘22] † Y. Yu, F. Yu, Z. Xu, D. Wang, M. Zhang, A. Li, S. Bray, C. Liu, and X. Chen. “Rethinking Multi-Tenant AI with GPU Computing,” the Design Automation Conference, Work-in-Progress Workshop, Jul. 2022.
  • [DAC-WIP ‘22] * S. Bray, Z. Xu, X. Chen, and C. Liu. “An In-Sensor Adversarial Attacks Defending Approach with Computing-in-Memory Engine,” the Design Automation Conference, Work-in-Progress Workshop, Jul. 2022.
  • [DAC-WIP ‘21] † F. Yu, Z. Xu, D. Wang, C. Liu, and X. Chen. “DeltaNet: High-Performance Federated Learning with Hybrid Data and Model Parallelism,” the Design Automation Conference, Work-in-Progress Workshop, Dec. 2021.
  • [IBM-AICS ‘20] † Z. Xu, J. Xiong, F. Yu, and X. Chen. “Efficient Neural Network Implementation with Quadratic Neuron,” the IBM IEEE CAS/EDS AI Compute Symposium, Poster, Nov. 2020.
  • [IBM-AICS ‘19] † Z. Xu, F. Yu, C. Liu, and X. Chen. “A Comprehensive and Lightweight CNN Defense Methodology against Physical Adversarial Attacks on Embedded Multimedia Applications,” the IBM IEEE CAS/EDS AI Compute Sym., Poster, Oct. 2019.
  • [SEC-EdgeSP ‘18] † Z. Qin, F. Yu, C. Liu, Y. Wang, and X. Chen. “Adge: An ADMM-Based Audio Adversarial Example Generation Method,” the ACM/IEEE Symposium on Edge Computing, Workshop on Security and Privacy in Edge Computing, Poster, Oct. 2018.
  • [DAC-WIP ‘18] † F. Yu, Q. Dong, and X. Chen. “ASP: A Fast Adversarial Attack Example Generation Framework based on Adversarial Saliency Prediction,” the Design Automation Conference, Work-in-Progress Workshop, Jun. 2018.
  • [DAC-WIP ‘18] † Z. Xu, F. Yu, and X. Chen. “Performance-Aware Dynamic Model Generation for Convolutional Neural Network in Mobile Systems,” the Design Automation Conference, Work-in-Progress Workshop, Jun. 2018.
  • [DAC-WIP ‘13] ◦ X. Chen, Z. Ma, F. Fernandes, J. Xue, and Y. Chen. “Dynamic Tone Mapping on OLED Display based on Video Classification,” the Design Automation Conference, Work-in-Progress Workshop, Jun. 2013.
  • [DAC-WIP ‘13] ◦ X. Chen, and H. Li. “P-Spectrum: A Personalized Smartphone Power Management Technique based on Real-time Battery and User Behavior Monitoring,” the Design Automation Conference, Work-in-Progress Workshop, Jun. 2013.
  • [DAC-WIP ‘13] K. Nixon, X. Chen, Z. Mao, K. Li, and Y. Chen. “The Invisible Shield: User Classification and Authentication for Mobile Device based on Gesture Recognition,” the Design Automation Conference, Work-in-Progress Workshop, Jun. 2013.