CGaP: Continuous Growth and Pruning for Efficient Deep Learning. - Xiaocong Du; Zheng Li 020; Yu Cao 001 (CoRR, 2019)

Towards Efficient Neural Networks On-a-chip: Joint Hardware-Algorithm Approaches. - Xiaocong Du; Gokul Krishnan; Abinash Mohanty; Zheng Li 020; Gouranga Charan; Yu Cao 001 (CoRR, 2019)

Efficient Network Construction Through Structural Plasticity. - Xiaocong Du; Zheng Li 020; Yufei Ma 002; Yu Cao 001 (IEEE J. Emerg. Sel. Topics Circuits Syst., 2019)

Noise-based Selection of Robust Inherited Model for Accurate Continual Learning. - Xiaocong Du; Zheng Li 020; Jae-sun Seo; Frank Liu 001; Yu Cao 001 (CVPR Workshops, 2020)

DAT-RNN: Trajectory Prediction with Diverse Attention. - Zheng Li 020; Xiaocong Du; Yu Cao 001 (ICMLA, 2020)

Efficient and Modularized Training on FPGA for Real-time Applications. - Shreyas Kolala Venkataramanaiah; Xiaocong Du; Zheng Li 020; Shihui Yin; Yu Cao 001; Jae-sun Seo (IJCAI, 2020)

Online Knowledge Acquisition with the Selective Inherited Model. - Xiaocong Du; Shreyas Kolala Venkataramanaiah; Zheng Li 020; Jae-sun Seo; Frank Liu 001; Yu Cao 001 (IJCNN, 2020)

GAR: Graph Assisted Reasoning for Object Detection. - Zheng Li 020; Xiaocong Du; Yu Cao 001 (WACV, 2020)

Visual Perception, Prediction and Understanding with Relations. - Zheng Li 020 (2020)

Evolutionary NAS in Light of Model Stability for Accurate Continual Learning. - Xiaocong Du; Zheng Li 020; Jingbo Sun; Frank Liu 001; Yu Cao 001 (IJCNN, 2021)

Robust RRAM-based In-Memory Computing in Light of Model Stability. - Gokul Krishnan; Jingbo Sun; Jubin Hazra; Xiaocong Du; Maximilian Liehr; Zheng Li 020; Karsten Beckmann; Rajiv V. Joshi; Nathaniel C. Cady; Yu Cao 001 (IRPS, 2021)

Exploring Model Stability of Deep Neural Networks for Reliable RRAM-Based In-Memory Acceleration. - Gokul Krishnan; Li Yang 009; Jingbo Sun; Jubin Hazra; Xiaocong Du; Maximilian Liehr; Zheng Li 020; Karsten Beckmann; Rajiv V. Joshi; Nathaniel C. Cady; Deliang Fan; Yu Cao 001 (IEEE Trans. Computers, 2022)

Efficient continual learning at the edge with progressive segmented training. - Xiaocong Du; Shreyas Kolala Venkataramanaiah; Zheng Li 020; Han-Sok Suh; Shihui Yin; Gokul Krishnan; Frank Liu 001; Jae-sun Seo; Yu Cao 001 (Neuromorph. Comput. Eng., 2022)