Dapeng Li

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 64

Top Topics

Renewable Energy

Variational Inference

Reinforcement Learning

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Jun Guo, Dapeng Li, Baigang Du
A stacked ensemble method based on TCN and convolutional bi-directional GRU with multiple time windows for remaining useful life estimation. Appl. Soft Comput. 150 (2024)
Neng Wan, Dapeng Li, Lin Song, Naira Hovakimyan
Generalization of Filtering Sensitivity Tradeoffs in Continuous- and Discrete-Time Systems: A Simplified Approach. IEEE Trans. Autom. Control. 69 (3) (2024)
Dapeng Li, Na Lou, Bin Zhang, Zhiwei Xu, Guoliang Fan
Adaptive Parameter Sharing for Multi-Agent Reinforcement Learning. ICASSP (2024)
Dapeng Li, Shuliang Wang, Boxiang Zhao, Zhiqiang Ma, Leixiao Li
A novel model based on a transformer for intent detection and slot filling. Urban Inform. 3 (1) (2024)
Haifeng Hu, Yuyang Feng, Dapeng Li, Suofei Zhang, Haitao Zhao
Monocular Depth Estimation via Self-Supervised Self-Distillation. Sensors 24 (13) (2024)
Dapeng Li, Zhiwei Xu, Bin Zhang, Guangchong Zhou, Zeren Zhang, Guoliang Fan
From Explicit Communication to Tacit Cooperation: A Novel Paradigm for Cooperative MARL. AAMAS (2024)
Dapeng Li, Feiyang Pan, Jia He, Zhiwei Xu, Dandan Tu, Guoliang Fan
Style Miner: Find Significant and Stable Explanatory Factors in Time Series with Constrained Reinforcement Learning. CoRR (2023)
Fangyuan Cao, Jingjing Zhang, Dapeng Li, Mengke Wang, Chunhao Lai, Tianqi Xu, Ayache Bouakaz, Pengyu Ren, Mingxi Wan, Jie Han, Siyuan Zhang
Non-Invasive Ultrasound Modulation of Solitary Tract Nucleus Exerts a Sustainable Antihypertensive Effect in Spontaneously Hypertensive Rats. IEEE Trans. Biomed. Eng. 70 (6) (2023)
Shahid Nawaz Khan, Maitiniyazi Maimaitijiang, Bruce Millett, Sidike Paheding, Dapeng Li, Melanie Caffé, Péter Kovács
Simultaneously Estimating Crop Yield and Seed Composition using Multitask Learning from UAV Multispectral Data. IGARSS (2023)
Xue Chen, Yanjun Peng, Dapeng Li, Jindong Sun
DMCA-GAN: Dual Multilevel Constrained Attention GAN for MRI-Based Hippocampus Segmentation. J. Digit. Imaging 36 (6) (2023)
Tiezheng Guo, Qingwen Yang, Chen Wang, Yanyi Liu, Pan Li, Jiawei Tang, Dapeng Li, Yingyou Wen
KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph. CoRR (2023)
Neng Wan, Dapeng Li, Naira Hovakimyan, Petros G. Voulgaris
An Information-Theoretic Analysis of Discrete-Time Control and Filtering Limitations by the I-MMSE Relationships. CoRR (2023)
Zhiwei Xu, Bin Zhang, Dapeng Li, Guangchong Zhou, Zeren Zhang, Guoliang Fan
Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative Multi-Agent Reinforcement Learning. CoRR (2023)
Hongyu Ji, Xiaoming Wang, Dapeng Li, Rui Jiang, Youyun Xu
Multi-cell MIMO Semantic Communication based Distributed Training. ICCC (2023)
Dapeng Li, Na Lou, Bin Zhang, Zhiwei Xu, Guoliang Fan
Adaptive parameter sharing for multi-agent reinforcement learning. CoRR (2023)
Yuanyuan Lan, Xiaoming Wang, Rui Jiang, Dapeng Li, Ting Liu, Youyun Xu
Joint Data and Model Driven Channel-Free Signal Detection based Learned Factor Graph. PIMRC (2022)
Chen Wang, Tao He, Jiansheng Liu, Dapeng Li, Yingyou Wen
A HEp-2 Cell Image Classification Model Based on Deep Residual Shrinkage Network Combined with Dilated Convolution. Intelligent Information Processing (2022)
Yuhan Jiang, Sisi Han, Dapeng Li, Yong Bai, Mingzhu Wang
Automatic concrete sidewalk deficiency detection and mapping with deep learning. Expert Syst. Appl. 207 (2022)
Xue Chen, Yanjun Peng, Yanfei Guo, Jindong Sun, Dapeng Li, Jianming Cui
MLRD-Net: 3D multiscale local cross-channel residual denoising network for MRI-based brain tumor segmentation. Medical Biol. Eng. Comput. 60 (12) (2022)
Lin Xie, Ruili Ye, Yan Wang, Chaohan Feng, Dapeng Li, Xiangyu Zhang, Can Cui, Qiong Feng, Zhoujie Zhang, Xinxin Sheng
Interactive Sharing Method of Power Grid Dispatching and Control Operation Data Based on Data Classification and Grading. IFTC (2022)
Zhiwei Xu, Dapeng Li, Bin Zhang, Yuan Zhan, Yunpeng Bai, Guoliang Fan
Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning. CoRR (2022)
Yingjun Zhou, Yin Gao, Jiajun Chen, Dapeng Li, Zhuang Liu, Yiran Wei, Zijiang Ma
Blockchain for 5G Advanced Wireless Networks. IWCMC (2022)
Dapeng Li, Aobei Chen, Chun Hu, Rui Na, Yihan Miao, Dezhi Zheng
Design of High Sensitivity Interdigital Capactive Humidity Sensor Based on Uncertainty Analysis. UbiComp/ISWC Adjunct (2022)
Neng Wan, Dapeng Li, Lin Song, Naira Hovakimyan
Simplified Analysis on Filtering Sensitivity Trade-offs in Continuous- and Discrete-Time Systems. CoRR (2022)
Ziyue Wang, Yanjun Peng, Dapeng Li, Yanfei Guo, Bin Zhang
MMNet: A multi-scale deep learning network for the left ventricular segmentation of cardiac MRI images. Appl. Intell. 52 (5) (2022)
Zhiwei Xu, Bin Zhang, Dapeng Li, Zeren Zhang, Guangchong Zhou, Guoliang Fan
Consensus Learning for Cooperative Multi-Agent Reinforcement Learning. CoRR (2022)
Neng Wan, Dapeng Li, Naira Hovakimyan
Fundamental Limitations of Control and Filtering in Continuous-Time Systems: An Information-Theoretic Analysis. CoRR (2022)
Yanfei Guo, Yanjun Peng, Jindong Sun, Dapeng Li, Bin Zhang
DSLN: Dual-tutor student learning network for multiracial glaucoma detection. Neural Comput. Appl. 34 (14) (2022)
Zhiwei Xu, Yunpeng Bai, Dapeng Li, Bin Zhang, Guoliang Fan
SIDE: State Inference for Partially Observable Cooperative Multi-Agent Reinforcement Learning. AAMAS (2022)
Bin Zhang, Yunpeng Bai, Zhiwei Xu, Dapeng Li, Guoliang Fan
Efficient Policy Generation in Multi-agent Systems via Hypergraph Neural Network. ICONIP (2) (2022)
Dapeng Li, Yanjun Peng, Yanfei Guo, Jindong Sun
MFAUNet: Multiscale feature attentive U-Net for cardiac MRI structural segmentation. IET Image Process. 16 (4) (2022)
Jiajun Chen, Yin Gao, Yingjun Zhou, Zhuang Liu, Dapeng Li, Man Zhang
Machine Learning enabled Wireless Communication Network System. IWCMC (2022)
Dapeng Li, Qihui Zhao, Jian Chen, Dazhe Zhao
ADAN: An Intelligent Approach Based on Attentive Neural Network and Relevant Law Articles for Charge Prediction. IEEE Access 9 (2021)
Dapeng Li, Jun Wang, Wei Wei
Effects of Digital Communication Between Cultures Based on Intelligent Internet Platforms. SPIoT (1) (2021)
Jindong Sun, Yanjun Peng, Yanfei Guo, Dapeng Li
Segmentation of the multimodal brain tumor image used the multi-pathway architecture method based on 3D FCN. Neurocomputing 423 (2021)
Wei Wei, Kai Feng, Dapeng Li, Linying Yu
Organic Integration of Information Technology and College English Teaching in English Information Teaching System. ICISCAE (ACM) (2021)
Yingjun Zhou, Jiajun Chen, Man Zhang, Dapeng Li, Yin Gao
Applications of Machine Learning for 5G Advanced Wireless Systems. IWCMC (2021)
Jiao Wang, Yanjun Peng, Yanfei Guo, Dapeng Li, Jindong Sun
CCUT-Net: Pixel-Wise Global Context Channel Attention UT-Net for Head and Neck Tumor Segmentation. HECKTOR@MICCAI (2021)
Yin Gao, Man Zhang, Jiajun Chen, Jiren Han, Dapeng Li, Ruitao Qiu
Accurate Load Prediction Algorithms Assisted with Machine Learning for Network Traffic. IWCMC (2021)
Neng Wan, Dapeng Li, Naira Hovakimyan
f-Divergence Variational Inference. CoRR (2020)
Neng Wan, Dapeng Li, Naira Hovakimyan
A Simplified Approach to Analyze Complementary Sensitivity Tradeoffs in Continuous-Time and Discrete-Time Systems. IEEE Trans. Autom. Control. 65 (4) (2020)
Dapeng Li, Zhiwei Cui, Shanshan Xu, Tianqi Xu, Shan Wu, Ayache Bouakaz, Mingxi Wan, Siyuan Zhang
Low-Intensity Focused Ultrasound Stimulation Treatment Decreases Blood Pressure in Spontaneously Hypertensive Rats. IEEE Trans. Biomed. Eng. 67 (11) (2020)
Jindong Sun, Yanjun Peng, Dapeng Li, Yanfei Guo
Segmentation of the Multimodal Brain Tumor Images Used Res-U-Net. BrainLes@MICCAI (1) (2020)
Siyuan Zhang, Shan Wu, Shaoqiang Shang, Xuewei Qin, Xin Jia, Dapeng Li, Zhiwei Cui, Tianqi Xu, Gang Niu, Ayache Bouakaz, Mingxi Wan
Detection and Monitoring of Thermal Lesions Induced by Microwave Ablation Using Ultrasound Imaging and Convolutional Neural Networks. IEEE J. Biomed. Health Informatics 24 (4) (2020)
Dapeng Li, Shaodong Zhong, Zhizhang Song, Yijia Guo
Computer-Aided English Education in China: An Online Automatic Essay Scoring System. IMIS (2020)
Neng Wan, Dapeng Li, Naira Hovakimyan
f-Divergence Variational Inference. NeurIPS (2020)
Neng Wan, Dapeng Li, Naira Hovakimyan
Sensitivity analysis of linear continuous-time feedback systems subject to control and measurement noise: An information-theoretic approach. Syst. Control. Lett. 133 (2019)
Zhenyu Chen, Dapeng Li, Can Cui, Yunhao Huang, Jiaqi Wang, Fangchun Di, Lixin Li, Jie Zhang, Lingxu Guo, Xingyu Gao
A Multi-database Hybrid Storage Method for Big Data of Power Dispatching and Control. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Neng Wan, Dapeng Li, Naira Hovakimyan
Sensitivity Analysis of Continuous-Time Systems based on Power Spectral Density. CoRR (2018)
Neng Wan, Dapeng Li, Naira Hovakimyan
A Simplified Approach to Analyze Complementary Sensitivity Trade-offs in Continuous-Time and Discrete-Time Systems. CoRR (2018)
Neng Wan, Dapeng Li, Naira Hovakimyan
Sensitivity Analysis of Continuous-Time Linear Control Systems subject to Control and Measurement Noise: An Information-Theoretic Approach. CoRR (2018)
Meilin Gao, Bo Ai, Yong Niu, Zhangdui Zhong, Yiru Liu, Guo-Yu Ma, Zhewei Zhang, Dapeng Li
Dynamic mmWave beam tracking for high speed railway communications. WCNC Workshops (2018)
Shuailei Zhang, Shuai Wang, Dezhi Zheng, Rui Na, Kai Zhu, Kang Ma, Dapeng Li
EEG based method for the decoding of complex arm motor imagery tasks. IST (2018)
Tingting Zhang, Dapeng Li
On Distributed Cellular Backhaul Virtualization with Renewable-Powered Nodes. ISCID (2) (2018)
Neng Wan, Dapeng Li, Naira Hovakimyan
Sensitivity Analysis of Continuous-Time Systems based on Power Spectral Density. CDC (2018)
Yichuan Yang, Hanning Yuan, Dapeng Li, Tianyun Shi, Wen Cheng
An Exploratory Study and Application of Data Mining: Railway Alarm Data. GSKI (2) (2017)
Dapeng Li, Zhenyu Chen, Zhaoyun Deng, Wenying Huang, Jihong Tang, Fangchun Di, Xingyu Gao, Qiaoyun Xie, Li Liu, Xinfan Jiang
A Wide Area Service Oriented Architecture Design for Plug and Play of Power Grid Equipment. IIKI (2017)
Qi Wang, Bo Ai, David W. Matolak, Ruisi He, Ke Guan, Zhangdui Zhong, Dapeng Li
Spatial Variation Analysis for Measured Indoor Massive MIMO Channels. IEEE Access 5 (2017)
Dapeng Li, Xuebo Chen, Qiubai Sun
The Study of Population Evacuation Problems. AHFE (20) (2017)
Mingbo Ma, Dapeng Li, Kai Zhao, Liang Huang
OSU Multimodal Machine Translation System Report. CoRR (2017)
Mingbo Ma, Dapeng Li, Kai Zhao, Liang Huang
OSU Multimodal Machine Translation System Report. WMT (2017)
Tingting Cao, Dapeng Li, Aiai Ren, Pingke Deng
Application of Computer Simulation in Interference Assessment Between Satellite Systems. GRMSE (2) (2016)
Dapeng Li, Walid Saad, Choong Seon Hong
Decentralized Renewable Energy Pricing and Allocation for Millimeter Wave Cellular Backhaul. IEEE J. Sel. Areas Commun. 34 (5) (2016)
Dapeng Li, Ting Liu, Tingting Cao, Pingke Deng, Ling-chuan Zeng, Yi Qu
The Risk Assessment for Unmanned Vehicle Using Bayesian Network. GRMSE (2) (2016)
Dapeng Li, Walid Saad, Ismail Güvenç, Abolfazl Mehbodniya, Fumiyuki Adachi
Decentralized Energy Allocation for Wireless Networks With Renewable Energy Powered Base Stations. IEEE Trans. Commun. 63 (6) (2015)
Shaad Mahmud, Honggang Wang, Yong Kim, Dapeng Li
An inexpensive and ultra-low power sensor node for wireless health monitoring system. HealthCom (2015)
Shaad Mahmud, Honggang Wang, Yong Kim, Dapeng Li
Development of an inkjet printed green antenna and twisting effect for wireless body area network. BSN (2015)
Dapeng Li, Walid Saad, Ismail Güvenç, Abolfazl Mehbodniya, Fumiyuki Adachi
Decentralized Energy Allocation for Wireless Networks with Renewable Energy Powered Base Stations. CoRR (2015)
Wenlong Zhu, Dapeng Li, Walid Saad
Multiple Vehicles Collaborative Data Download Protocol via Network Coding. IEEE Trans. Veh. Technol. 64 (4) (2015)
Li Song, Dapeng Li, Xiangxiang Zeng, Yunfeng Wu, Li Guo, Quan Zou
nDNA-prot: identification of DNA-binding proteins based on unbalanced classification. BMC Bioinform. 15 (2014)
Dapeng Li, Haitao Yu, Xiaohua Zhou, Mengdan Gao
Map-reduce for calibrating massive bus trajectory data. ITST (2013)
Xiaohua Zhou, Jian Huang, Ren Jing, Dapeng Li
Fuel consumption estimate based on meso traffic characteristics and typical road environment. ITST (2013)
Xiaohua Zhou, Jian Huang, Weifeng Lv, Dapeng Li
Fuel Consumption Estimates Based on Driving Pattern Recognition. GreenCom/iThings/CPScom (2013)
Dapeng Li, Naira Hovakimyan
Bode-like Integral for Continuous-Time Closed-Loop Systems in the Presence of Limited Information. IEEE Trans. Autom. Control. 58 (6) (2013)
Dapeng Li, Jörg Sander, Mario A. Nascimento, Dae-Won Kwon
Discovering Spatial Co-Clustering Patterns in Traffic Collision Data. CTS@SIGSPATIAL (2013)
Dapeng Li, Xiaohua Zhou, Qi Wang, Mengdan Gao
Map-Reduce for Calibrating Massive Bus Trajectory Data. CloudCom (1) (2013)
Dapeng Li, Sanjoy Das, Anil Pahwa, Kalyanmoy Deb
A multi-objective evolutionary approach for generator scheduling. Expert Syst. Appl. 40 (18) (2013)
Dapeng Li, Naira Hovakimyan
Bode-like integral for stochastic switched systems in the presence of limited information. Autom. 49 (1) (2013)
Dapeng Li, Tonghua Li, Peisheng Cong, Wenwei Xiong, Jiangming Sun
A novel structural position-specific scoring matrix for the prediction of protein secondary structures. Bioinform. 28 (1) (2012)
Dapeng Li, Naira Hovakimyan
Bode-like integral for stochastic switched systems in the presence of limited information. ACC (2011)
Jinheng Zhang, Xin Yu, Yongliang Lv, Zhenxuan Yao, Dapeng Li, Chao Han
A Kind of Rice Nitrogen Status Rapid Diagnostic Tool. CCTA (3) (2011)
Dapeng Li, Naira Hovakimyan
Optimal state estimation over gaussian channels with noiseless feedback. CDC/ECC (2011)
Dapeng Li, Naira Hovakimyan, Tryphon T. Georgiou
Robustness of L1 adaptive controllers in the gap metric. ACC (2010)
Dapeng Li, Naira Hovakimyan
Control of continuous-time systems with communication constraints: Linear quadratic stabilization and fundamental limitations. ACC (2010)
Dapeng Li, Naira Hovakimyan
Noise attenuation over additive Gaussian channels. CDC (2010)
Dapeng Li, Naira Hovakimyan, Tryphon T. Georgiou
Robustness of ℒ1 adaptive controllers in the gap metric in the presence of nonzero initialization. CDC (2010)
Jinheng Zhang, Junqiang Wang, Yongliang Lv, Jianting Liu, Dapeng Li, Zhenxuan Yao, Xi Jiang, Ying Liu
Study on Vegetable Field Evaluation Index System for Non-Point Source Pollution of Dagu River Basin. CCTA (2) (2010)
Dapeng Li, Yong Huang
Study on the Phosphorus Immobility of the Re-suspended Sediments. ESIAT (1) (2009)
Sanjoy Das, Dapeng Li, Anil Pahwa, Bijaya K. Panigrahi, Stephen M. Welch
A Gene Regulatory Network Approach for Failure Rate Prediction in Distributed Systems. IC-AI (2008)
Qishi Du, Dapeng Li, Wen-Zhang He, Kuo-Chen Chou
Heuristic molecular lipophilicity potential (HMLP): Lipophilicity and hydrophilicity of amino acid side chains. J. Comput. Chem. 27 (6) (2006)
Hantao Zhang, Dapeng Li, Haiou Shen
A SAT Based Scheduler for Tournament Schedules. SAT (2004)