Zheng Li

14 papers A* 1A 1B 2C 1Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2022 J jnl
Efficient continual learning at the edge with progressive segmented training.
Neuromorph. Comput. Eng.
Xiaocong Du, Shreyas Kolala Venkataramanaiah, Zheng Li, Han-Sok Suh, Shihui Yin, Gokul Krishnan, Frank Liu, Jae-sun Seo, Yu Cao
2022 J jnl
Exploring Model Stability of Deep Neural Networks for Reliable RRAM-Based In-Memory Acceleration.
IEEE Trans. Computers
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
2021 B conf
Evolutionary NAS in Light of Model Stability for Accurate Continual Learning.
IJCNN
Xiaocong Du, Zheng Li, Jingbo Sun, Frank Liu, Yu Cao
2021 — conf
Robust RRAM-based In-Memory Computing in Light of Model Stability.
IRPS
Gokul Krishnan, Jingbo Sun, Jubin Hazra, Xiaocong Du, Maximilian Liehr, Zheng Li, Karsten Beckmann, Rajiv V. Joshi, Nathaniel C. Cady, Yu Cao
2020 C conf
DAT-RNN: Trajectory Prediction with Diverse Attention.
ICMLA
Zheng Li, Xiaocong Du, Yu Cao
2020 A* conf
Efficient and Modularized Training on FPGA for Real-time Applications.
IJCAI
Shreyas Kolala Venkataramanaiah, Xiaocong Du, Zheng Li, Shihui Yin, Yu Cao, Jae-sun Seo
2020 A conf
GAR: Graph Assisted Reasoning for Object Detection.
WACV
Zheng Li, Xiaocong Du, Yu Cao
2020 — conf
Noise-based Selection of Robust Inherited Model for Accurate Continual Learning.
CVPR Workshops
Xiaocong Du, Zheng Li, Jae-sun Seo, Frank Liu, Yu Cao
2020 B conf
Online Knowledge Acquisition with the Selective Inherited Model.
IJCNN
Xiaocong Du, Shreyas Kolala Venkataramanaiah, Zheng Li, Jae-sun Seo, Frank Liu, Yu Cao
2020 — —
Visual Perception, Prediction and Understanding with Relations.
Zheng Li
2019 J jnl
CGaP: Continuous Growth and Pruning for Efficient Deep Learning.
CoRR
Xiaocong Du, Zheng Li, Yu Cao
2019 J jnl
Efficient Network Construction Through Structural Plasticity.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Xiaocong Du, Zheng Li, Yufei Ma, Yu Cao
2019 J jnl
Efficient Network Construction through Structural Plasticity.
CoRR
Xiaocong Du, Zheng Li, Yufei Ma, Yu Cao
2019 J jnl
Towards Efficient Neural Networks On-a-chip: Joint Hardware-Algorithm Approaches.
CoRR
Xiaocong Du, Gokul Krishnan, Abinash Mohanty, Zheng Li, Gouranga Charan, Yu Cao