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2020 – today
- 2026
[i4]Tianyi Chen, Sihan Chen, Xiaoyi Qu, Dan Zhao, Ruomei Yan, Jongwoo Ko, Luming Liang, Pashmina Cameron:
StableQAT: Stable Quantization-Aware Training at Ultra-Low Bitwidths. CoRR abs/2601.19320 (2026)- 2025
- [j2]Kaiqi Huang
, Xiaochun Ji, Jianhua Su, Xiaoyi Qu:
Task-Parameterized Dynamic Movement Primitives With Reinforcement Learning for Improved Motion Planning. IEEE Robotics Autom. Lett. 10(6): 5457-5464 (2025) - [j1]Yutong Dai, Xiaoyi Qu, Daniel P. Robinson:
A Proximal-Gradient Method for Equality Constrained Optimization. SIAM J. Optim. 35(4): 2654-2683 (2025) - [c1]Xiaoyi Qu, David Aponte, Colby R. Banbury, Daniel P. Robinson, Tianyu Ding, Kazuhito Koishida, Ilya Zharkov, Tianyi Chen:
Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression. CVPR 2025: 15234-15244 - [i3]Xiaoyi Qu, David Aponte, Colby R. Banbury, Daniel P. Robinson, Tianyu Ding, Kazuhito Koishida, Ilya Zharkov, Tianyi Chen:
Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression. CoRR abs/2502.16638 (2025) - [i2]Xudong Han, Xianglun Gao, Xiaoyi Qu, Zhenyu Yu:
Multi-Agent Medical Decision Consensus Matrix System: An Intelligent Collaborative Framework for Oncology MDT Consultations. CoRR abs/2512.14321 (2025) - 2024
- [i1]Tianyi Chen, Xiaoyi Qu, David Aponte, Colby R. Banbury, Jongwoo Ko, Tianyu Ding, Yong Ma, Vladimir Lyapunov, Ilya Zharkov, Luming Liang:
HESSO: Towards Automatic Efficient and User Friendly Any Neural Network Training and Pruning. CoRR abs/2409.09085 (2024)
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