Zheng Li

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 13

Top Topics

Knowledge Acquisition

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

Publications

Gokul Krishnan, Li Yang, Jingbo Sun, Jubin Hazra, Xiaocong Du, Maximilian Liehr, Zheng Li, Karsten Beckmann, Rajiv V. Joshi, Nathaniel C. Cady, Deliang Fan, Yu Cao
Exploring Model Stability of Deep Neural Networks for Reliable RRAM-Based In-Memory Acceleration. IEEE Trans. Computers 71 (11) (2022)
Xiaocong Du, Shreyas Kolala Venkataramanaiah, Zheng Li, Han-Sok Suh, Shihui Yin, Gokul Krishnan, Frank Liu, Jae-sun Seo, Yu Cao
Efficient continual learning at the edge with progressive segmented training. Neuromorph. Comput. Eng. 2 (4) (2022)
Gokul Krishnan, Jingbo Sun, Jubin Hazra, Xiaocong Du, Maximilian Liehr, Zheng Li, Karsten Beckmann, Rajiv V. Joshi, Nathaniel C. Cady, Yu Cao
Robust RRAM-based In-Memory Computing in Light of Model Stability. IRPS (2021)
Xiaocong Du, Zheng Li, Jingbo Sun, Frank Liu, Yu Cao
Evolutionary NAS in Light of Model Stability for Accurate Continual Learning. IJCNN (2021)
Zheng Li, Xiaocong Du, Yu Cao
DAT-RNN: Trajectory Prediction with Diverse Attention. ICMLA (2020)
Zheng Li, Xiaocong Du, Yu Cao
GAR: Graph Assisted Reasoning for Object Detection. WACV (2020)
Xiaocong Du, Zheng Li, Jae-sun Seo, Frank Liu, Yu Cao
Noise-based Selection of Robust Inherited Model for Accurate Continual Learning. CVPR Workshops (2020)
Xiaocong Du, Shreyas Kolala Venkataramanaiah, Zheng Li, Jae-sun Seo, Frank Liu, Yu Cao
Online Knowledge Acquisition with the Selective Inherited Model. IJCNN (2020)
Shreyas Kolala Venkataramanaiah, Xiaocong Du, Zheng Li, Shihui Yin, Yu Cao, Jae-sun Seo
Efficient and Modularized Training on FPGA for Real-time Applications. IJCAI (2020)
Xiaocong Du, Gokul Krishnan, Abinash Mohanty, Zheng Li, Gouranga Charan, Yu Cao
Towards Efficient Neural Networks On-a-chip: Joint Hardware-Algorithm Approaches. CoRR (2019)
Xiaocong Du, Zheng Li, Yu Cao
CGaP: Continuous Growth and Pruning for Efficient Deep Learning. CoRR (2019)
Xiaocong Du, Zheng Li, Yufei Ma, Yu Cao
Efficient Network Construction through Structural Plasticity. CoRR (2019)
Xiaocong Du, Zheng Li, Yufei Ma, Yu Cao
Efficient Network Construction Through Structural Plasticity. IEEE J. Emerg. Sel. Topics Circuits Syst. 9 (3) (2019)