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Publication search results
found 48 matches
- 2024
- Zhitao Guan, Pengfei Tang, Chengxiong Mao, Dan Wang, Lexiang Wang, Wenge Liu, Miaomiao Du, Junlin Li, Xiaocong Wang:
Control Strategy and Implementation of Seamless Closed-Loop Load Transfer Mobile Prototype for 400 V Distribution Network. IEEE Access 12: 12279-12294 (2024) - Chengyue Gong, Xiaocong Du, Bhargav Bhushanam, Lemeng Wu, Xingchao Liu, Dhruv Choudhary, Arun Kejariwal, Qiang Liu:
Layer Compression of Deep Networks with Straight Flows. AAAI 2024: 12181-12189 - Yang Wang, Xinye Wang, Chengxin He, Xiaocong Chen, Zhaohang Luo, Lei Duan, Jie Zuo:
Community-Guided Contrastive Learning with Anomaly-Aware Reconstruction for Anomaly Detection on Attributed Networks. DASFAA (7) 2024: 199-209 - Xiaocong Du, Haipeng Zhang:
For the Misgendered Chinese in Gender Bias Research: Multi-Task Learning with Knowledge Distillation for Pinyin Name Gender Prediction. IJCAI 2024: 7233-7241 - Xiaocong Du, Haipeng Zhang:
For the Misgendered Chinese in Gender Bias Research: Multi-Task Learning with Knowledge Distillation for Pinyin Name-Gender Prediction. CoRR abs/2405.06221 (2024) - 2023
- Xiao-Cong Zhong, Qisong Wang, Dan Liu, Jing-Xiao Liao, Runze Yang, Sanhe Duan, Guohua Ding, Jinwei Sun:
A deep domain adaptation framework with correlation alignment for EEG-based motor imagery classification. Comput. Biol. Medicine 163: 107235 (2023) - Xiaocong Chen, Xinye Wang, Yang Wang, Chao Han, Lei Duan:
Learning Enhanced Representations via Contrasting for Multi-view Outlier Detection. DASFAA (4) 2023: 110-120 - Xinpeng Liu, Xiaocong Du, Xianqiang Yang, Chao Cai:
Improved Stochastic Recurrent Networks for Nonlinear State Space System Identification. IECON 2023: 1-6 - 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): 44006 (2022) - 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): 2740-2752 (2022) - Weipeng Jiang, Lei Duan, Xuefeng Ding, Xiaocong Chen:
MORO: A Multi-behavior Graph Contrast Network for Recommendation. APWeb/WAIM (3) 2022: 117-131 - Chengyue Gong, Xiaocong Du, Dhruv Choudhary, Bhargav Bhushanam, Qiang Liu, Arun Kejariwal:
Harmless Transfer Learning for Item Embeddings. NAACL-HLT (Findings) 2022: 504-516 - Mao Ye, Ruichen Jiang, Haoxiang Wang, Dhruv Choudhary, Xiaocong Du, Bhargav Bhushanam, Aryan Mokhtari, Arun Kejariwal, Qiang Liu:
Future gradient descent for adapting the temporal shifting data distribution in online recommendation systems. UAI 2022: 2256-2266 - Mao Ye, Ruichen Jiang, Haoxiang Wang, Dhruv Choudhary, Xiaocong Du, Bhargav Bhushanam, Aryan Mokhtari, Arun Kejariwal, Qiang Liu:
Future Gradient Descent for Adapting the Temporal Shifting Data Distribution in Online Recommendation Systems. CoRR abs/2209.01143 (2022) - 2021
- Xiaocong Du, Bhargav Bhushanam, Jiecao Yu, Dhruv Choudhary, Tianxiang Gao, Sherman Wong, Louis Feng, Jongsoo Park, Yu Cao, Arun Kejariwal:
Alternate Model Growth and Pruning for Efficient Training of Recommendation Systems. ICMLA 2021: 1421-1428 - Xiaocong Du, Zheng Li, Jingbo Sun, Frank Liu, Yu Cao:
Evolutionary NAS in Light of Model Stability for Accurate Continual Learning. IJCNN 2021: 1-8 - 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: 1-5 - Xiaocong Du, Bhargav Bhushanam, Jiecao Yu, Dhruv Choudhary, Tianxiang Gao, Sherman Wong, Louis Feng, Jongsoo Park, Yu Cao, Arun Kejariwal:
Alternate Model Growth and Pruning for Efficient Training of Recommendation Systems. CoRR abs/2105.01064 (2021) - 2020
- Xiaocong Du:
Efficient and Online Deep Learning through Model Plasticity and Stability. Arizona State University, Tempe, USA, 2020 - Zhe Li, Xiaocong Duan, Xiaogang Li, Shihao Wang, Yanyan Hou:
On Flight Risk Analysis Method Based on Stability Region of Dynamic System Under Icing Conditions. IEEE Access 8: 54833-54842 (2020) - Guozhi Wang, Haojun Xu, Bin-Bin Pei, Yuan Xue, Xiaocong Duan:
Risk Topology Construction Method of Flight Manipulation in Turbulent-Windshear Conditions Based on Multivariate Copula Theory. IEEE Access 8: 127801-127817 (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: 983-988 - Gouranga Charan, Jubin Hazra, Karsten Beckmann, Xiaocong Du, Gokul Krishnan, Rajiv V. Joshi, Nathaniel C. Cady, Yu Cao:
Accurate Inference with Inaccurate RRAM Devices: Statistical Data, Model Transfer, and On-line Adaptation. DAC 2020: 1-6 - Zheng Li, Xiaocong Du, Yu Cao:
DAT-RNN: Trajectory Prediction with Diverse Attention. ICMLA 2020: 1512-1518 - 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: 5237-5239 - Xiaocong Du, Shreyas Kolala Venkataramanaiah, Zheng Li, Jae-sun Seo, Frank Liu, Yu Cao:
Online Knowledge Acquisition with the Selective Inherited Model. IJCNN 2020: 1-7 - Zheng Li, Xiaocong Du, Yu Cao:
GAR: Graph Assisted Reasoning for Object Detection. WACV 2020: 1284-1293 - 2019
- Xiaocong Du, Zheng Li, Yufei Ma, Yu Cao:
Efficient Network Construction Through Structural Plasticity. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(3): 453-464 (2019) - Xiaocong Duan:
Automatic Generation and Evolution of Personalized Curriculum Based on Genetic Algorithm. Int. J. Emerg. Technol. Learn. 14(12): 15-28 (2019) - Chaoyong Zhang, Duanfeng Chu, Shidong Liu, Zejian Deng, Chaozhong Wu, Xiaocong Su:
Trajectory Planning and Tracking for Autonomous Vehicle Based on State Lattice and Model Predictive Control. IEEE Intell. Transp. Syst. Mag. 11(2): 29-40 (2019)
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