Kun Deng

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 22

Top Topics

Dynamic Programming

Medical Records

Cellular Neural Networks

Top Venues

IEEE Trans Autom. Sci. Eng.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Ding Yin, Li Chen, Jun Yang, Kun Deng
An Efficient Multi-Edge Server Coalition Computation Offloading Scheme of Sensor-Edge-Cloud. IEEE Access 12 (2024)
Kun Deng, Yan Huang, Zhanye Chen, Dongning Fu, Weidong Li, Xinran Tian, Wei Hong
A Modified Frequency Nonlinear Chirp Scaling Algorithm for High-Speed High-Squint Synthetic Aperture Radar with Curved Trajectory. Remote. Sens. 16 (9) (2024)
Fahong Yu, Meijia Chen, Kun Deng, Xiaoyun Xia, Bolin Yu, Huimin Gao, Feng He, Longhua Ma, Zhaoquan Cai
Community detection in the textile-related trade network using a biased estimation of distribution algorithm. J. Ambient Intell. Humaniz. Comput. 15 (2) (2024)
Kun Deng, Song Zhu, Gang Bao, Jun Fu, Zhigang Zeng
Multistability of Dynamic Memristor Delayed Cellular Neural Networks With Application to Associative Memories. IEEE Trans. Neural Networks Learn. Syst. 34 (2) (2023)
Yue Hu, Hui Xu, Zhonglin Jiang, Xinyu Zheng, Jianfeng Zhang, Wenhui Fan, Kun Deng, Kun Xu
Supplementary Learning Control for Energy Management Strategy of Hybrid Electric Vehicles at Scale. IEEE Trans. Veh. Technol. 72 (6) (2023)
Hongyan Xie, Haoxiang Su, Shuangyong Song, Hao Huang, Bo Zou, Kun Deng, Jianghua Lin, Zhihui Zhang, Xiaodong He
Correctable-DST: Mitigating Historical Context Mismatch between Training and Inference for Improved Dialogue State Tracking. EMNLP (2022)
Kun Deng, Song Zhu, Wei Dai, Chunyu Yang, Shiping Wen
New Criteria on Stability of Dynamic Memristor Delayed Cellular Neural Networks. IEEE Trans. Cybern. 52 (6) (2022)
Mengqiu Yao, Liqiang Song, Ye Bi, Wei Wang, Kun Deng, Jianming Wang, Jing Xiao, Xiaoyun Lin, Zhaojun Gui
ADKGN: An Attentive Dynamic Knowledge Graph Network for Sequential Recommendation. IJCNN (2021)
Kun Deng, Shaochun Wu
Improving Relation Classification by Incorporating Dependency and Semantic Information. IJCNN (2020)
Wenjuan Tang, Ju Ren, Kun Deng, Yaoxue Zhang
Secure Data Aggregation of Lightweight E-Healthcare IoT Devices With Fair Incentives. IEEE Internet Things J. 6 (5) (2019)
Ming Gao, Qifeng Xiao, Shaochun Wu, Kun Deng
An Attention-Based ID-CNNs-CRF Model for Named Entity Recognition on Clinical Electronic Medical Records. ICANN (Workshop) (2019)
Wei Liao, Kun Deng, Shengyuan Wang
Community detection based on Graph Coloring. SSCI (2019)
Qingfeng Jiang, Kun Deng, Lei Zhang, Chun Liu
A Privacy-Preserving Protocol for Utility-Based Routing in DTNs. Inf. 10 (4) (2019)
Ming Gao, Qifeng Xiao, Shaochun Wu, Kun Deng
An Improved Method for Named Entity Recognition and Its Application to CEMR. Future Internet 11 (9) (2019)
Minghai Yuan, Kun Deng, W. Art Chaovalitwongse
Manufacturing Resource Modeling for Cloud Manufacturing. Int. J. Intell. Syst. 32 (4) (2017)
Minghai Yuan, Kun Deng, W. Art Chaovalitwongse, Shuo Cheng
Multi-objective optimal scheduling of reconfigurable assembly line for cloud manufacturing. Optim. Methods Softw. 32 (3) (2017)
Kun Deng, Yushan Chen, Calin Belta
An Approximate Dynamic Programming Approach to Multiagent Persistent Monitoring in Stochastic Environments With Temporal Logic Constraints. IEEE Trans. Autom. Control. 62 (9) (2017)
Sisi Li, Kun Deng, MengChu Zhou
Sensitivity Analysis for Building Energy Simulation Model Calibration via Algorithmic Differentiation. IEEE Trans Autom. Sci. Eng. 14 (2) (2017)
Fahong Yu, Wenping Li, Jiang Tao, Kun Deng, Longhua Ma, Feng He
Estimation of distribution algorithm combined with chaotic sequence for dynamic optimisation problems. Int. J. Comput. Sci. Math. 8 (1) (2017)
Kun Deng, Dayu Huang
Optimal Kullback-Leibler approximation of Markov chains via nuclear norm regularisation. Int. J. Syst. Sci. 46 (11) (2015)
Kun Deng, Yu Sun, Sisi Li, Yan Lu, Jack Brouwer, Prashant G. Mehta, MengChu Zhou, Amit Chakraborty
Model Predictive Control of Central Chiller Plant With Thermal Energy Storage Via Dynamic Programming and Mixed-Integer Linear Programming. IEEE Trans Autom. Sci. Eng. 12 (2) (2015)
Shengbo Eben Li, Kun Deng, Yang Zheng, Huei Peng
Effect of Pulse-and-Glide Strategy on Traffic Flow for a Platoon of Mixed Automated and Manually Driven Vehicles. Comput. Aided Civ. Infrastructure Eng. 30 (11) (2015)
Sisi Li, MengChu Zhou, Kun Deng, Zhen Song, Yan Lu
Sensitivity analysis for building energy simulation model calibration via automatic differentiation. ICNSC (2014)
Sisi Li, Kun Deng, MengChu Zhou
Social incentive policies to engage commercial building occupants in demand response. CASE (2014)
Shaobing Xu, Kun Deng, Shengbo Eben Li, Sisi Li, Bo Cheng
Legendre pseudospectral computation of optimal speed profiles for vehicle eco-driving system. Intelligent Vehicles Symposium (2014)
Kun Deng, Russ Greiner, Susan A. Murphy
Budgeted Learning for Developing Personalized Treatment. ICMLA (2014)
Kun Deng, Siddharth Goyal, Prabir Barooah, Prashant G. Mehta
Structure-preserving model reduction of nonlinear building thermal models. Autom. 50 (4) (2014)
Xiaofeng Wang, Yu Sun, Kun Deng
Adaptive model predictive control of uncertain constrained systems. ACC (2014)
Wei Hu, Yaoxue Zhang, Yuezhi Zhou, Kun Deng
Tagpref: User Preference Modeling by Social Tagging. UIC/ATC (2013)
Kun Deng, Yaling Zheng, Chris Bourke, Stephen Scott, Julie Masciale
New algorithms for budgeted learning. Mach. Learn. 90 (1) (2013)
Kun Deng, Yu Sun, Amit Chakraborty, Yan Lu, Jack Brouwer, Prashant G. Mehta
Optimal scheduling of chiller plant with thermal energy storage using mixed integer linear programming. ACC (2013)
Kun Deng, Prabir Barooah, Prashant G. Mehta
Mean-field control for energy efficient buildings. ACC (2012)
Kun Deng, Dayu Huang
Model reduction of Markov chains via low-rank approximation. ACC (2012)
Yushan Chen, Kun Deng, Calin Belta
Multi-agent persistent monitoring in stochastic environments with temporal logic constraints. CDC (2012)
Kun Deng, Joelle Pineau, Susan A. Murphy
Active Learning for Developing Personalized Treatment CoRR (2012)
Kun Deng, Prashant G. Mehta, Sean P. Meyn
Optimal Kullback-Leibler Aggregation via Spectral Theory of Markov Chains. IEEE Trans. Autom. Control. 56 (12) (2011)
Kun Deng, Joelle Pineau, Susan A. Murphy
Active learning for personalizing treatment. ADPRL (2011)
Hong Wu, Kun Deng, Jianming Liang
Machine learning-based automatic detection of pulmonary trunk. Medical Imaging: Computer-Aided Diagnosis (2011)
Kun Deng, Prashant G. Mehta, Sean P. Meyn, Mathukumalli Vidyasagar
A recursive learning algorithm for model reduction of Hidden Markov Models. CDC/ECC (2011)
Kun Deng, Joelle Pineau, Susan A. Murphy
Active Learning for Developing Personalized Treatment. UAI (2011)
Yaling Zheng, Stephen Scott, Kun Deng
Active Learning from Multiple Noisy Labelers with Varied Costs. ICDM (2010)
Kun Deng, Prashant G. Mehta, Sean P. Meyn
Aggregation-based model reduction of a Hidden Markov Model. CDC (2010)
Kun Deng, Prabir Barooah, Prashant G. Mehta, Sean P. Meyn
Building thermal model reduction via aggregation of states. ACC (2010)
Kun Deng, Prashant G. Mehta, Sean P. Meyn
A simulation-based method for aggregating Markov chains. CDC (2009)
Kun Deng, Yu Sun, Prashant G. Mehta, Sean P. Meyn
An information-theoretic framework to aggregate a Markov chain. ACC (2009)
Joseph S. Niedbalski, Kun Deng, Prashant G. Mehta, Sean P. Meyn
Model reduction for reduced order estimation in traffic models. ACC (2008)
Chris Bourke, Kun Deng, Stephen D. Scott, Robert E. Schapire, N. V. Vinodchandran
On reoptimizing multi-class classifiers. Mach. Learn. 71 (2-3) (2008)
Bo Deng, Hui Zhang, Kun Deng, Guoquan Jiang
Adaptive Top-k Query Processing in Intermittently Connected Networks. FGCN (1) (2008)
Kun Deng, Wei Chen, Prashant G. Mehta, Sean P. Meyn
Resource pooling for optimal evacuation of a large building. CDC (2008)
Kun Deng, Chris Bourke, Stephen Scott, Julie Sunderman, Yaling Zheng
Bandit-Based Algorithms for Budgeted Learning. ICDM (2007)
Zhongda Lin, Kun Deng, Yanfen Hong
Research of Web Pages Categorization. GrC (2007)
Matt Culver, Kun Deng, Stephen Scott
Active Learning to Maximize Area Under the ROC Curve. ICDM (2006)
Yuxing Tang, Kun Deng, HongJia Cao, Xingming Zhou
Trace-Based Runtime Instruction Rescheduling for Architecture Extension. ICESS (2005)
Yuxing Tang, Kun Deng, Xiaodong Wang, Yong Dou, Xingming Zhou
RIMP: Runtime Implicit Predication. APPT (2005)
Yuxing Tang, Kun Deng, Xingming Zhou
The Design Space of CMP vs. SMT for High Performance Embedded Processor. ICESS (2005)
Thomas Takeo Osugi, Kun Deng, Stephen Scott
Balancing Exploration and Exploitation: A New Algorithm for Active Machine Learning. ICDM (2005)
Yong Xiao, Xingming Zhou, Kun Deng
Making Power-Efficient Data Value Predictions. Asia-Pacific Computer Systems Architecture Conference (2005)
Yong Xiao, Kun Deng, Xingming Zhou
Performance Impact of Different Data Value Predictors. Asia-Pacific Computer Systems Architecture Conference (2004)
Zhaofu Wang, Wensong Zhang, Kun Deng
The Consistency Mechanism of Meta-data Management in Distributed Storage System. GCC (2) (2003)
Jinyu Kiang, Kun Deng, Ronghuai Huang
A high-efficiency scheme for secure speech transmission using spatiotemporal chaos synchronization. INTERSPEECH (2000)