Haibo He

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

Venues

Active years

2007–2025

Best venue rank

Where they publish

Papers

79 indexed papers, newest first.

Year	Venue	Title	Authors
2025	IJCNN	Bridging Theory and Practice of MAPPO for Cooperative Multi-Agent Continuous Control.	Hepeng Li, Haibo He
2023	ICDE	Bipartite Graph based Multi-view Clustering (Extended Abstract).	Lusi Li, Haibo He
2023	IJCNN	An Improved Trust-Region Method for Off-Policy Deep Reinforcement Learning.	Hepeng Li, Xiangnan Zhong, Haibo He
2022	ICML	An Analytical Update Rule for General Policy Optimization.	Hepeng Li, Nicholas Clavette, Haibo He
2021	IJCNN	Graph Neural Network Based Interference Estimation for Device-to-Device Wireless Communications.	He Jiang, Lusi Li, Zhenhua Wang, Haibo He
2021	IJCNN	Graph-based Multi-view Learning for Cooperative Spectrum Sensing.	Lusi Li, He Jiang, Haibo He
2021	IJCNN	Distributed Volt-VAR Optimization based on Multi-Agent Deep Reinforcement Learning.	Hepeng Li, Zhenhua Wang, Haibo He
2021	IJCNN	A Reinforcement Learning-Based Control Approach for Unknown Nonlinear Systems with Persistent Adversarial Inputs.	Xiangnan Zhong, Haibo He
2020	AAAI	Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing.	Kian Hamedani, Lingjia Liu, Shiya Liu, Haibo He, Yang Yi
2020	IJCNN	Nucleus Neural Network: A Data-driven Self-organized Architecture.	Jia Liu, Wenhua Zhang, Maoguo Gong, Haibo He
2020	IJCNN	One-Shot Unsupervised Domain Adaptation for Object Detection.	Zhiqiang Wan, Lusi Li, Hepeng Li, Haibo He, Zhen Ni
2020	IJCNN	One-step Predictive Encoder - Gaussian Segment Model for Time Series Anomaly Detection.	Jiachen Zhao, Yongling Li, Haibo He, Fang Deng
2020	IJCNN	Event-triggered Multi-agent Optimal Regulation Using Adaptive Dynamic Programming.	Xiangnan Zhong, Haibo He
2019	GLOBECOM	Imbalanced Learning for Cooperative Spectrum Sensing in Cognitive Radio Networks.	Lusi Li, He Jiang, Haibo He
2019	IJCNN	Adversarial Domain Adaptation via Category Transfer.	Lusi Li, Haibo He, Jie Li, Guang Yang
2019	IJCNN	Synthetic-to-Real Domain Adaptation for Object Instance Segmentation.	Hui Zhang, Yonglin Tian, Kunfeng Wang, Haibo He, Fei-Yue Wang
2019	IJCNN	Optimal Pedestrian Evacuation in Building with Consecutive Differential Dynamic Programming.	Yuanheng Zhu, Haibo He, Dongbin Zhao, Zhongsheng Hou
2018	IJCNN	Q-Learning for Non-Cooperative Channel Access Game of Cognitive Radio Networks.	He Jiang, Haibo He, Lingjia Liu, Yang Yi
2018	IJCNN	EDOS: Entropy Difference-based Oversampling Approach for Imbalanced Learning.	Lusi Li, Haibo He, Jie Li, Weijun Li
2018	IJCNN	Residential Energy Management with Deep Reinforcement Learning.	Zhiqiang Wan, Hepeng Li, Haibo He
2017	ICIP	Weakly supervised object localization with deep convolutional neural network based on spatial pyramid saliency map.	Zhiqiang Wan, Haibo He
2017	ICONIP	Pinning Synchronization in Heterogeneous Networks of Harmonic Oscillators.	Zhengxin Wang, Jingbo Fan, He Jiang, Haibo He
2017	IJCNN	State space reconstruction from noisy nonlinear time series: An autoencoder-based approach.	He Jiang, Haibo He
2017	IJCNN	Near-space aerospace vehicles attitude control based on adaptive dynamic programming and sliding mode control.	Yufei Tang, Chaoxu Mu, Haibo He
2017	IJCNN	ADL: Active dictionary learning for sparse representation.	Bo Tang, Jin Xu, Haibo He, Hong Man
2017	IJCNN	A learning based approach for social force model parameter estimation.	Zhiqiang Wan, Xuemin Hu, Haibo He, Yi Guo
2017	IECON	Sampled-data-based tracking for heterogeneous nonlinear second-order multiagent systems.	Zhengxin Wang, Jingbo Fan, Cong Zheng, Haibo He
2017	IECON	Online energy flow control for residential microgrids with URGs: An event-driven approach.	Xiaodong Yang, Hangfei Wu, Youbing Zhang, Haibo He
2016	IJCNN	Dual heuristic dynamic programming based event-triggered control for nonlinear continuous-time systems.	Lu Dong, Changyin Sun, Haibo He
2016	IJCNN	Comparative studies of power grid security with network connectivity and power flow information using unsupervised learning.	Shiva Poudel, Zhen Ni, Xiangnan Zhong, Haibo He
2016	IJCNN	Probabilistic human mobility model in indoor environment.	Bo Tang, Chao Jiang, Haibo He, Yi Guo
2016	IJCNN	Detection of false data attacks in smart grid with supervised learning.	Jun Yan, Bo Tang, Haibo He
2016	IJCNN	Convergence analysis of GrDHP-based optimal control for discrete-time nonlinear system.	Xiangnan Zhong, Zhen Ni, Haibo He
2016	IROS	Robot-assisted pedestrian regulation in an exit corridor.	Chao Jiang, Zhen Ni, Yi Guo, Haibo He
2015	CEC	KernelADASYN: Kernel based adaptive synthetic data generation for imbalanced learning.	Bo Tang, Haibo He
2015	GLOBECOM	Smart Grid Vulnerability under Cascade-Based Sequential Line-Switching Attacks.	Jun Yan, Yufei Tang, Yihai Zhu, Haibo He, Yan Sun
2015	ICPP	Reflex-Tree: A Biologically Inspired Parallel Architecture for Future Smart Cities.	Jason Kane, Bo Tang, Zhen Chen, Jun Yan, Tao Wei, Haibo He, Qing Yang
2015	IJCNN	Predictive event-triggered control based on heuristic dynamic programming for nonlinear continuous-time systems.	Lu Dong, Xiangnan Zhong, Changyin Sun, Haibo He
2015	IJCNN	A comparative study between motivated learning and reinforcement learning.	James T. Graham, Janusz A. Starzyk, Zhen Ni, Haibo He, Teck-Hou Teng, Ah-Hwee Tan
2015	IJCNN	A boundedness theoretical analysis for GrADP design: A case study on maze navigation.	Zhen Ni, Xiangnan Zhong, Haibo He
2015	IJCNN	Event-triggered adaptive dynamic programming for continuous-time nonlinear system using measured input-output data.	Xiangnan Zhong, Zhen Ni, Haibo He
2014	CIDM	Experimental studies on indoor sign recognition and classification.	Zhen Ni, Siyao Fu, Bo Tang, Haibo He, Xinming Huang
2014	ESANN	Learning and modeling big data.	Barbara Hammer, Haibo He, Thomas Martinetz
2014	GLOBECOM	Coordinated attacks against substations and transmission lines in power grids.	Yihai Zhu, Jun Yan, Yufei Tang, Yan Lindsay Sun, Haibo He
2014	IJCNN	Online learning control based on projected gradient temporal difference and advanced heuristic dynamic programming.	Jian Fu, Sujuan Wei, Haibo He, Shengyong Wang
2014	IJCNN	Hybrid classification with partial models.	Bo Tang, Quan Ding, Haibo He, Steven Kay
2014	IJCNN	Frequency control using on-line learning method for island smart grid with EVs and PVs.	Yufei Tang, Jun Yang, Jun Yan, Zhili Zeng, Haibo He
2014	IJCNN	Event-triggered reinforcement learning approach for unknown nonlinear continuous-time system.	Xiangnan Zhong, Zhen Ni, Haibo He, Xin Xu, Dongbin Zhao
2014	ISCAS	A fast deep learning system using GPU.	Zhilu Chen, Jing Wang, Haibo He, Xinming Huang
2013	IJCNN	Robust controller design of continuous-time nonlinear system using neural network.	Xiangnan Zhong, Haibo He, Danil V. Prokhorov
2013	ISNN	L 1 Graph Based on Sparse Coding for Feature Selection.	Jin Xu, Guang Yang, Hong Man, Haibo He
2012	GLOBECOM	Load distribution vector based attack strategies against power grid systems.	Yihai Zhu, Yan Sun, Haibo He
2012	IJCNN	Reinforcement learning control based on multi-goal representation using hierarchical heuristic dynamic programming.	Zhen Ni, Haibo He, Dongbin Zhao, Danil V. Prokhorov
2012	IJCNN	Feature selection based on sparse imputation.	Jin Xu, Yafeng Yin, Hong Man, Haibo He
2012	IJCNN	Neural and fuzzy dynamic programming for under-actuated systems.	Dongbin Zhao, Yuanheng Zhu, Haibo He
2012	ISNN	A Hybrid Evolving and Gradient Strategy for Approximating Policy Evaluation on Online Critic-Actor Learning.	Jian Fu, Haibo He, Huiying Li, Qing Liu
2012	ISNN	A Hierarchical Neural Network Architecture for Classification.	Jing Wang, Haibo He, Yuan Cao, Jin Xu, Dongbin Zhao
2011	GLOBECOM	Risk-Aware Attacks and Catastrophic Cascading Failures in U.S. Power Grid.	Wenkai Wang, Qiao Cai, Yan Sun, Haibo He
2011	IJCNN	Hybrid learning based on Multiple Self-Organizing Maps and Genetic Algorithm.	Qiao Cai, Haibo He, Hong Man
2011	IJCNN	An online actor-critic learning approach with Levenberg-Marquardt algorithm.	Zhen Ni, Haibo He, Danil V. Prokhorov, Jian Fu
2011	ISNN	An Adaptive Dynamic Programming Approach for Closely-Coupled MIMO System Control.	Jian Fu, Haibo He, Qing Liu, Zhen Ni
2010	IJCNN	An integrated incremental self-organizing map and hierarchical neural network approach for cognitive radio learning.	Qiao Cai, Sheng Chen, Xiaochen Li, Nansai Hu, Haibo He, Yu-Dong Yao, Joseph Mitola III
2010	IJCNN	MuSeRA: Multiple Selectively Recursive Approach towards imbalanced stream data mining.	Sheng Chen, Haibo He, Kang Li, Sachi Desai
2010	IJCNN	Toward a Smart Grid: Integration of computational intelligence into Power Grid.	Haibo He
2010	IJCNN	Reinforcement learning based adaptive rate control for delay-constrained communications over fading channels.	Xiaochen Li, Haibo He, Yu-Dong Yao
2010	IJCNN	DCPE co-training: Co-training based on diversity of class probability estimation.	Jin Xu, Haibo He, Hong Man
2010	ISNN	IterativeSOMSO: An Iterative Self-organizing Map for Spatial Outlier Detection.	Qiao Cai, Haibo He, Hong Man, Jianlong Qiu
2009	IJCNN	SOMSO: A self-organizing map approach for spatial outlier detection with multiple attributes.	Qiao Cai, Haibo He, Hong Man
2009	IJCNN	A novel portfolio optimization method for foreign currency investment.	Yuan Cao, Haibo He, Rajarathnam Chandramouli
2009	IJCNN	DensityRank: A novel feature ranking method based on kernel estimation.	Yuan Cao, Haibo He, Xiaoping Shen
2009	IJCNN	SERA: Selectively recursive approach towards nonstationary imbalanced stream data mining.	Sheng Chen, Haibo He
2009	ISNN	A General-Purpose FPGA-Based Reconfigurable Platform for Video and Image Processing.	Jie Li, Haibo He, Hong Man, Sachi Desai
2008	IJCNN	Learning from testing data: A new view of incremental semi-supervised learning.	Yuan Cao, Haibo He
2008	IJCNN	ADASYN: Adaptive synthetic sampling approach for imbalanced learning.	Haibo He, Yang Bai, Edwardo A. Garcia, Shutao Li
2008	ISNN	A Boost Voting Strategy for Knowledge Integration and Decision Making.	Haibo He, Yuan Cao, Jinyu Wen, Shijie Cheng
2007	IJCNN	Bootstrap Methods for Foreign Currency Exchange Rates Prediction.	Haibo He, Xiaoping Shen
2007	IJCNN	Adaptive Iterative Learning for Classification based on Feature Selection and Combination Voting.	Haibo He, Xiaoping Shen
2007	ISNN	Online Dynamic Value System for Machine Learning.	Haibo He, Janusz A. Starzyk
2007	ISNN	A Hierarchical Self-organizing Associative Memory for Machine Learning.	Janusz A. Starzyk, Haibo He, Yue Li