Jiachen Yang

According to our database, Jiachen Yang authored at least 187 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

High Fidelity Face-Swapping With Style ConvTransformer and Latent Space Selection.

Jiachen Yang, Chen Cheng, Shuai Xiao, Guipeng Lan, Jiabao Wen

IEEE Trans. Multim., 2024

MCS-GAN: A Different Understanding for Generalization of Deep Forgery Detection.

Shuai Xiao, Guipeng Lan, Jiachen Yang, Wen Lu, Qinggang Meng, Xinbo Gao

IEEE Trans. Multim., 2024

Image Aesthetics Assessment Based on Hypernetwork of Emotion Fusion.

Guipeng Lan, Shuai Xiao, Jiachen Yang, Yanshuang Zhou, Jiabao Wen, Wen Lu, Xinbo Gao

IEEE Trans. Multim., 2024

Efficient Remote Sensing in Agriculture via Active Learning and Opt-HRDNet.

Desheng Chen, Shuai Xiao, Meng Xi, Ling Dai, Jiachen Yang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Generative Model Perception Rectification Algorithm for Trade-Off between Diversity and Quality.

Guipeng Lan, Shuai Xiao, Jiachen Yang, Jiabao Wen

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A Deep Reinforcement Learning Algorithm Suitable for Autonomous Vehicles: Double Bootstrapped Soft-Actor-Critic-Discrete.

Jiachen Yang, Jipeng Zhang, Meng Xi, Yutian Lei, Yiwen Sun

IEEE Trans. Cogn. Dev. Syst., December, 2023

Image Quality Assessment via Inter-class and Intra-class Differences for Efficient Classification.

Jiachen Yang, Yue Yang, Yang Li, Zhuo Zhang, Jiabao Wen

Neural Process. Lett., December, 2023

Stereoscopic Video Quality Assessment in the Context of Internet of Things.

Yang Zhao, Jiachen Yang, Shen Yang

IEEE Consumer Electron. Mag., November, 2023

Entropy-based redundancy analysis and information screening.

Yang Li, Jiachen Yang, Jiabao Wen

Digit. Commun. Networks, October, 2023

MetaMP: Metalearning-Based Multipatch Image Aesthetics Assessment.

Jiachen Yang, Yanshuang Zhou, Yang Zhao, Wen Lu, Xinbo Gao

IEEE Trans. Cybern., September, 2023

AUV Path Planning Considering Ocean Current Disturbance Based on Cloud Desktop Technology.

Siyuan Hu, Shuai Xiao, Jiachen Yang, Zuochen Zhang, Kunyu Zhang, Yong Zhu, Yubo Zhang

Sensors, September, 2023

Intelligent Path Planning of Underwater Robot Based on Reinforcement Learning.

Jiachen Yang, Jingfei Ni, Meng Xi, Jiabao Wen, Yang Li

IEEE Trans Autom. Sci. Eng., July, 2023

Manipulation detection of key populations under information measurement.

Shuai Xiao, Zhuo Zhang, Jiachen Yang, Jiabao Wen, Yang Li

Inf. Sci., July, 2023

Energy-Efficient Space-Air-Ground-Ocean-Integrated Network Based on Intelligent Autonomous Underwater Glider.

Zhengjian Li, Jiabao Wen, Jiachen Yang, Jingyi He, Tianlei Ni, Yang Li

IEEE Internet Things J., June, 2023

Efficient data-driven behavior identification based on vision transformers for human activity understanding.

Jiachen Yang, Zhuo Zhang, Shuai Xiao, Shukun Ma, Yang Li, Wen Lu, Xinbo Gao

Neurocomputing, April, 2023

A deep semi-dense compression network for reinforcement learning based on information theory.

Jiabao Wen, Meng Xi, Taiqiu Xiao, Jiachen Yang, Desheng Chen, Wen Lu, Xinbo Gao

Neurocomputing, April, 2023

Energy-efficient task allocation for reliable parallel computation of cluster-based wireless sensor network in edge computing.

Jiabao Wen, Jiachen Yang, Tianying Wang, Yang Li, Zhihan Lv

Digit. Commun. Networks, April, 2023

Multi-AUV Inspection for Process Monitoring of Underwater Oil Transportation.

Jingyi He, Jiabao Wen, Shuai Xiao, Jiachen Yang

IEEE CAA J. Autom. Sinica, March, 2023

A Time-Saving Path Planning Scheme for Autonomous Underwater Vehicles With Complex Underwater Conditions.

Jiachen Yang, Jiaming Huo, Meng Xi, Jingyi He, Zhengjian Li, Houbing Herbert Song

IEEE Internet Things J., January, 2023

Behavior-Based Formation Control Digital Twin for Multi-AUG in Edge Computing.

Jiabao Wen, Jiachen Yang, Yang Li, Jingyi He, Zhengjian Li, Houbing Song

IEEE Trans. Netw. Sci. Eng., 2023

Healthcare Data Quality Assessment for Cybersecurity Intelligence.

Yang Li, Jiachen Yang, Zhuo Zhang, Jiabao Wen, Prabhat Kumar

IEEE Trans. Ind. Informatics, 2023

No-reference quality index of tone-mapped images based on authenticity, preservation, and scene expressiveness.

Yang Zhao, Shuai Xiao, Jiachen Yang, Wen Lu, Xinbo Gao

Signal Process., 2023

The context effect for blind image quality assessment.

Zehong Liang, Wen Lu, Yong Zheng, Weiquan He, Jiachen Yang

Neurocomputing, 2023

Editor's Note.

Jiachen Yang, Houbing Song, Muhammad Khurram Khan

Int. J. Interact. Multim. Artif. Intell., 2023

DynAMO: Multi-agent reinforcement learning for dynamic anticipatory mesh optimization with applications to hyperbolic conservation laws.

Tarik Dzanic, Ketan Mittal, Dohyun Kim, Jiachen Yang, Socratis Petrides, Brendan Keith, Robert W. Anderson

CoRR, 2023

Electric Power Audit Text Classification With Multi-Grained Pre-Trained Language Model.

Qinglin Meng, Yan Song, Jian Mu, Yuanxu Lv, Jiachen Yang, Liang Xu, Jin Zhao, Junwei Ma, Wei Yao, Rui Wang, Maoxiang Xiao, Qingyu Meng

IEEE Access, 2023

Early Detection of Faillure in Conveyor Chain Systems by Wireless Sensor Node.

Ghada Bouattour, Lidu Wang, Sajidah Al-Hammouri, Jiachen Yang, Christian Viehweger, Olfa Kanoun

Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

Multi-Agent Reinforcement Learning for Adaptive Mesh Refinement.

Jiachen Yang, Ketan Mittal, Tarik Dzanic, Socratis Petrides, Brendan Keith, Brenden K. Petersen, Daniel M. Faissol, Robert W. Anderson

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Intelligent Classification of Multimedia Images Based on Class Information Mining.

Shuai Xiao, Xiaotong Shen, Guipeng Lan, Jiachen Yang, Jiabao Wen, Yong Zhu

Proceedings of the 2023 Workshop on Advanced Multimedia Computing for Smart Manufacturing and Engineering, 2023

Reinforcement Learning for Adaptive Mesh Refinement.

Jiachen Yang, Tarik Dzanic, Brenden K. Petersen, Jun Kudo, Ketan Mittal, Vladimir Z. Tomov, Jean-Sylvain Camier, Tuo Zhao, Hongyuan Zha, Tzanio V. Kolev, Robert W. Anderson, Daniel M. Faissol

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Protecting the trust and credibility of data by tracking forgery trace based on GANs.

Shuai Xiao, Jiachen Yang, Zhihan Lv

Digit. Commun. Networks, December, 2022

Cooperation in Multi-Agent Reinforcement Learning.

Jiachen Yang

PhD thesis, 2022

Intelligent Multi-AUG Ocean Data Collection Scheme in Maritime Wireless Communication Network.

Jiabao Wen, Jiachen Yang, Wei Wei, Zhihan Lv

IEEE Trans. Netw. Sci. Eng., 2022

Blind Stereoscopic Image Quality Evaluator Based on Binocular Semantic and Quality Channels.

Kyohoon Sim, Jiachen Yang, Wen Lu, Xinbo Gao

IEEE Trans. Multim., 2022

Three-Fingers FBG Tactile Sensing System Based on Squeeze-and-Excitation LSTM for Object Classification.

Chengang Lyu, Bo Yang, Jiachen Tian, Jie Jin, Chunfeng Ge, Jiachen Yang

IEEE Trans. Instrum. Meas., 2022

Visual Early Leakage Detection for Industrial Surveillance Environments.

Chengang Lyu, Yage Liu, Xuekai Wang, Yuxin Chen, Jie Jin, Jiachen Yang

IEEE Trans. Ind. Informatics, 2022

No Reference Quality Assessment for Screen Content Images Using Stacked Autoencoders in Pictorial and Textual Regions.

Jiachen Yang, Yang Zhao, Jiacheng Liu, Bin Jiang, Qinggang Meng, Wen Lu, Xinbo Gao

IEEE Trans. Cybern., 2022

MSTA-Net: Forgery Detection by Generating Manipulation Trace Based on Multi-Scale Self-Texture Attention.

Jiachen Yang, Shuai Xiao, Aiyun Li, Wen Lu, Xinbo Gao, Yang Li

IEEE Trans. Circuits Syst. Video Technol., 2022

A Tiny Model for Fast and Precise Ship Detection via Feature Channel Pruning.

Yana Yang, Shuai Xiao, Jiachen Yang, Chen Cheng

Sensors, 2022

The Sea Route Planning for Survey Vessel Intelligently Navigating to the Survey Lines.

Jiachen Yang, Tianlei Ni, Lin Liu, Jiabao Wen, Jingyi He, Zhengjian Li

Sensors, 2022

The Intelligent Path Planning System of Agricultural Robot via Reinforcement Learning.

Jiachen Yang, Jingfei Ni, Yang Li, Jiabao Wen, Desheng Chen

Sensors, 2022

Enriching Facial Anti-Spoofing Datasets via an Effective Face Swapping Framework.

Jiachen Yang, Guipeng Lan, Shuai Xiao, Yang Li, Jiabao Wen, Yong Zhu

Sensors, 2022

Remote Sensing Image Information Quality Evaluation via Node Entropy for Efficient Classification.

Jiachen Yang, Yue Yang, Jiabao Wen, Yang Li, Sezai Ercisli

Remote. Sens., 2022

A DBULSTM-Adaboost Model for Sea Surface Temperature Prediction.

Jiachen Yang, Jiaming Huo, Jingyi He, Taiqiu Xiao, Desheng Chen, Yang Li

PeerJ Comput. Sci., 2022

Harmful algal bloom warning based on machine learning in maritime site monitoring.

Jiabao Wen, Jiachen Yang, Yang Li, Liqing Gao

Knowl. Based Syst., 2022

Blind quality assessment of tone-mapped images using multi-exposure sequences.

Jiachen Yang, Yanshuang Zhou, Yang Zhao, Jiabao Wen

J. Vis. Commun. Image Represent., 2022

Improving multimedia information security by enriching face antispoofing dataset with a facial forgery method.

Jiachen Yang, Yong Zhu, Shuai Xiao, Guipeng Lan, Yang Li

J. Electronic Imaging, 2022

A controllable face forgery framework to enrich face-privacy-protection datasets.

Jiachen Yang, Yong Zhu, Shuai Xiao, Guipeng Lan, Yang Li

Image Vis. Comput., 2022

Comprehensive Ocean Information-Enabled AUV Path Planning Via Reinforcement Learning.

Meng Xi, Jiachen Yang, Jiabao Wen, Hankai Liu, Yang Li, Houbing Song

IEEE Internet Things J., 2022

Identification of Intrusion Events Based on Distributed Optical Fiber Sensing in Complex Environment.

Chengang Lyu, Zihao Niu, Jiachen Tian, Jie Jin, Jiachen Yang, Chunfeng Ge

IEEE Internet Things J., 2022

Do Deep Neural Networks Always Perform Better When Eating More Data?

Jiachen Yang, Zhuo Zhang, Yicheng Gong, Shukun Ma, Xiaolan Guo, Yue Yang, Shuai Xiao, Jiabao Wen, Yang Li, Xinbo Gao, Wen Lu, Qinggang Meng

CoRR, 2022

Deep learning based six-dimensional pose estimation in virtual reality.

Jiachen Yang, Yutian Lei, Ying Tian, Meng Xi

Comput. Intell., 2022

IoT-based critical infrastructure enabled radar information fusion.

Jiachen Yang, Zhuo Zhang, Wei Mao, Yiwen Sun, Yongjun Bao, Houbing Song

Comput. Electr. Eng., 2022

Data quality assessment and analysis for pest identification in smart agriculture.

Jiachen Yang, Guipeng Lan, Yang Li, Yicheng Gong, Zhuo Zhang, Sezai Ercisli

Comput. Electr. Eng., 2022

Augmenting Sensor Performance with Machine Learning Towards Smart Wearable Sensing Electronic Systems.

Songlin Zhang, Lakshmi Suresh, Jiachen Yang, Xueping Zhang, Swee Ching Tan

Adv. Intell. Syst., 2022

A Unified Framework for Deep Symbolic Regression.

Mikel Landajuela, Chak Shing Lee, Jiachen Yang, Ruben Glatt, Cláudio P. Santiago, Ignacio Aravena, Terrell Nathan Mundhenk, Garrett Mulcahy, Brenden K. Petersen

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

No-Reference Quality Assessment of Stereoscopic Video Based on Deep Frequency Perception.

Shuai Xiao, Jiabao Wen, Jiachen Yang, Yanshuang Zhou

Proceedings of the QoEVMA@MM 2022: Proceedings of the 2nd Workshop on Quality of Experience in Visual Multimedia Applications, 2022

QoEVMA'22: 2nd Workshop on Quality of Experience (QoE) in Visual Multimedia Applications.

Jing Li, Patrick Le Callet, Xinbo Gao, Zhi Li, Wen Lu, Jiachen Yang, Junle Wang

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Agricultural Few-Shot Selection by Model Confidences for Multimedia Internet of Things Acquisition Dataset.

Jiachen Yang, Zhuo Zhang, Yang Li

Proceedings of the 2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2022

Adaptive Incentive Design with Multi-Agent Meta-Gradient Reinforcement Learning.

Jiachen Yang, Ethan Wang, Rakshit Trivedi, Tuo Zhao, Hongyuan Zha

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021

Path Planning for Autonomous Underwater Vehicles Under the Influence of Ocean Currents Based on a Fusion Heuristic Algorithm.

Jiabao Wen, Jiachen Yang, Tianying Wang

IEEE Trans. Veh. Technol., 2021

Panoramic Video Quality Assessment Based on Non-Local Spherical CNN.

Jiachen Yang, Tianlin Liu, Bin Jiang, Wen Lu, Qinggang Meng

IEEE Trans. Multim., 2021

MaD-DLS: Mean and Deviation of Deep and Local Similarity for Image Quality Assessment.

Kyohoon Sim, Jiachen Yang, Wen Lu, Xinbo Gao

IEEE Trans. Multim., 2021

Urban Traffic Control in Software Defined Internet of Things via a Multi-Agent Deep Reinforcement Learning Approach.

Jiachen Yang, Jipeng Zhang, Huihui Wang

IEEE Trans. Intell. Transp. Syst., 2021

No-Reference Quality Assessment for Screen Content Images Using Visual Edge Model and AdaBoosting Neural Network.

Jiachen Yang, Zilin Bian, Jiacheng Liu, Bin Jiang, Wen Lu, Xinbo Gao, Houbing Song

IEEE Trans. Image Process., 2021

Robust Intrusion Events Recognition Methodology for Distributed Optical Fiber Sensing Perimeter Security System.

Chengang Lyu, Ziqiang Huo, Yage Liu, Xin Cheng, Jianying Jiang, Alimina Alimasi, Jiachen Yang, Hansong Su

IEEE Trans. Instrum. Meas., 2021

Robust Six Degrees of Freedom Estimation for IIoT Based on Multibranch Network.

Jiachen Yang, Meng Xi, Bin Jiang, Houbing Song

IEEE Trans. Ind. Informatics, 2021

FADN: Fully Connected Attitude Detection Network Based on Industrial Video.

Jiachen Yang, Meng Xi, Bin Jiang, Jiabao Man, Qinggang Meng, Baihua Li

IEEE Trans. Ind. Informatics, 2021

Visual Perception Enabled Industry Intelligence: State of the Art, Challenges and Prospects.

Jiachen Yang, Chenguang Wang, Bin Jiang, Houbing Song, Qinggang Meng

IEEE Trans. Ind. Informatics, 2021

Guest Editorial: Visual Perception Enabled Industry Intelligence.

Houbing Song, Jiachen Yang, Qinggang Meng

IEEE Trans. Ind. Informatics, 2021

MTD-Net: Learning to Detect Deepfakes Images by Multi-Scale Texture Difference.

Jiachen Yang, Aiyun Li, Shuai Xiao, Wen Lu, Xinbo Gao

IEEE Trans. Inf. Forensics Secur., 2021

Big Data Driven Marine Environment Information Forecasting: A Time Series Prediction Network.

Jiabao Wen, Jiachen Yang, Bin Jiang, Houbing Song, Huihui Wang

IEEE Trans. Fuzzy Syst., 2021

Full-Reference Quality Assessment for Screen Content Images Based on the Concept of Global-Guidance and Local-Adjustment.

Jiachen Yang, Zilin Bian, Yang Zhao, Wen Lu, Xinbo Gao

IEEE Trans. Broadcast., 2021

Staged-Learning: Assessing the Quality of Screen Content Images from Distortion Information.

Jiachen Yang, Zilin Bian, Yang Zhao, Wen Lu, Xinbo Gao

IEEE Signal Process. Lett., 2021

Identification and micro-motion parameter estimation of non-cooperative UAV targets.

Jiachen Yang, Zhuo Zhang, Wei Mao, Yue Yang

Phys. Commun., 2021

Detecting fake images by identifying potential texture difference.

Jiachen Yang, Shuai Xiao, Aiyun Li, Guipeng Lan, Huihui Wang

Future Gener. Comput. Syst., 2021

Permutation Invariant Policy Optimization for Mean-Field Multi-Agent Reinforcement Learning: A Principled Approach.

Yan Li, Lingxiao Wang, Jiachen Yang, Ethan Wang, Zhaoran Wang, Tuo Zhao, Hongyuan Zha

CoRR, 2021

Driving assistance system based on data fusion of multisource sensors for autonomous unmanned ground vehicles.

Jiachen Yang, Shan Liu, Hansong Su, Ying Tian

Comput. Networks, 2021

Meta-learning baselines and database for few-shot classification in agriculture.

Yang Li, Jiachen Yang

Comput. Electron. Agric., 2021

Trustworthy authorization method for security in Industrial Internet of Things.

Yang Zhao, Jiachen Yang, Yongjun Bao, Houbing Song

Ad Hoc Networks, 2021

2020

Cache-Enabled Unmanned Aerial Vehicles for Cooperative Cognitive Radio Networks.

Jiachen Yang, Shuai Xiao, Bin Jiang, Houbing Song, Suleman Khan, Saif ul Islam

IEEE Wirel. Commun., 2020

Precise Measurement of Position and Attitude Based on Convolutional Neural Network and Visual Correspondence Relationship.

Jiachen Yang, Jiabao Man, Meng Xi, Xinbo Gao, Wen Lu, Qinggang Meng

IEEE Trans. Neural Networks Learn. Syst., 2020

No-Reference Quality Evaluation of Stereoscopic Video Based on Spatio-Temporal Texture.

Jiachen Yang, Yang Zhao, Bin Jiang, Wen Lu, Xinbo Gao

IEEE Trans. Multim., 2020

A Deep Evaluator for Image Retargeting Quality by Geometrical and Contextual Interaction.

Bin Jiang, Jiachen Yang, Qinggang Meng, Baihua Li, Wen Lu

IEEE Trans. Cybern., 2020

No-Reference Quality Assessment of Stereoscopic Videos With Inter-Frame Cross on a Content-Rich Database.

Jiachen Yang, Yang Zhao, Bin Jiang, Qinggang Meng, Wen Lu, Xinbo Gao

IEEE Trans. Circuits Syst. Video Technol., 2020

3-D Visual Discomfort Assessment Considering Optical and Neural Attention Models.

Jiachen Yang, Vanhung Nguyen, Kyohoon Sim, Yang Zhao, Wen Lu

IEEE Trans. Broadcast., 2020

No-reference image quality assessment based on neighborhood co-occurrence matrix.

Ziheng Zhou, Wen Lu, Jiachen Yang, Weiquan He

Signal Process. Image Commun., 2020

Blockchain-Based Sharing and Tamper-Proof Framework of Big Data Networking.

Jiachen Yang, Jiabao Wen, Bin Jiang, Huihui Wang

IEEE Netw., 2020

Deep learning-based edge caching for multi-cluster heterogeneous networks.

Jiachen Yang, Jipeng Zhang, Chaofan Ma, Huihui Wang, Juping Zhang, Gan Zheng

Neural Comput. Appl., 2020

Joint Optimization in Cached-Enabled Heterogeneous Network for Efficient Industrial IoT.

Jiachen Yang, Chaofan Ma, Bin Jiang, Guiguang Ding, Gan Zheng, Huihui Wang

IEEE J. Sel. Areas Commun., 2020

Fog-Based Marine Environmental Information Monitoring Toward Ocean of Things.

Jiachen Yang, Jiabao Wen, Yanhui Wang, Bin Jiang, Huihui Wang, Houbing Song

IEEE Internet Things J., 2020

A task scheduling algorithm considering game theory designed for energy management in cloud computing.

Jiachen Yang, Bin Jiang, Zhihan Lv, Kim-Kwang Raymond Choo

Future Gener. Comput. Syst., 2020

Optimization of real-time traffic network assignment based on IoT data using DBN and clustering model in smart city.

Jiachen Yang, Yurong Han, Yafang Wang, Bin Jiang, Zhihan Lv, Houbing Song

Future Gener. Comput. Syst., 2020

Few-shot cotton pest recognition and terminal realization.

Yang Li, Jiachen Yang

Comput. Electron. Agric., 2020

IEEE Access Special Section Editorial: Biologically Inspired Image Processing Challenges and Future Directions.

Jiachen Yang, Qinggang Meng, Maurizio Murroni, Shiqi Wang, Feng Shao

IEEE Access, 2020

Corrections to "No-Reference Stereoimage Quality Assessment for Multimedia Analysis Towards Internet-of-Things".

Jiachen Yang, Bin Jiang, Houbing Song, Xiahan Yang, Wen Lu, Hehan Liu

IEEE Access, 2020

Learning to Incentivize Other Learning Agents.

Jiachen Yang, Ang Li, Mehrdad Farajtabar, Peter Sunehag, Edward Hughes, Hongyuan Zha

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

QoEVMA'20: 1st Workshop on Quality of Experience (QoE) in Visual Multimedia Applications.

Xinbo Gao, Patrick Le Callet, Jing Li, Zhi Li, Wen Lu, Jiachen Yang

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Protecting Privacy From Aerial photography: State of the Art, Opportunities, and Challenges.

Bin Jiang, Jiachen Yang, Houbing Song

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

A Practical ROI and Object Detection Method for Vision Robot.

Hao Shi, Qi Peng, Jiachen Yang, Xudong Bai, Yiqi Zhuang

Proceedings of the 2020 IEEE International Conference on Integrated Circuits, 2020

GraphOpt: Learning Optimization Models of Graph Formation.

Rakshit Trivedi, Jiachen Yang, Hongyuan Zha

Proceedings of the 37th International Conference on Machine Learning, 2020

Single Episode Policy Transfer in Reinforcement Learning.

Jiachen Yang, Brenden K. Petersen, Hongyuan Zha, Daniel M. Faissol

Proceedings of the 8th International Conference on Learning Representations, 2020

CM3: Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning.

Jiachen Yang, Alireza Nakhaei, David Isele, Kikuo Fujimura, Hongyuan Zha

Proceedings of the 8th International Conference on Learning Representations, 2020

Data Resolution Improvement for Ocean of Things Based on Improved FCM.

Jiachen Yang, Jiabao Wen, Bin Jiang, Houbing Song, Fanhui Kong, Zhizhuo Zhen

Proceedings of the International Conference on Computing, Networking and Communications, 2020

Integrating Independent and Centralized Multi-agent Reinforcement Learning for Traffic Signal Network Optimization.

Zhi Zhang, Jiachen Yang, Hongyuan Zha

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill Discovery.

Jiachen Yang, Igor Borovikov, Hongyuan Zha

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

Predicting Stereoscopic Image Quality via Stacked Auto-Encoders Based on Stereopsis Formation.

Jiachen Yang, Kyohoon Sim, Wen Lu, Bin Jiang

IEEE Trans. Multim., 2019

A Blind Stereoscopic Image Quality Evaluator With Segmented Stacked Autoencoders Considering the Whole Visual Perception Route.

Jiachen Yang, Kyohoon Sim, Xinbo Gao, Wen Lu, Qinggang Meng, Baihua Li

IEEE Trans. Image Process., 2019

Cyber-Physical Security Design in Multimedia Data Cache Resource Allocation for Industrial Networks.

Bin Jiang, Jiachen Yang, Guiguang Ding, Huihui Wang

IEEE Trans. Ind. Informatics, 2019

No-reference image quality assessment focusing on human facial region.

Jiachen Yang, Zhihui Huang, Kyohoon Sim, Wen Lu, Kai Liu, Hehan Liu

Signal Process. Image Commun., 2019

Prediction of Marine Pycnocline Based on Kernel Support Vector Machine and Convex Optimization Technology.

Jiachen Yang, Lin Liu, Linfeng Zhang, Gen Li, Zhonghao Sun, Houbing Song

Sensors, 2019

Stereoscopic image quality assessment combining statistical features and binocular theory.

Jiachen Yang, Huifang Xu, Yang Zhao, Hehan Liu, Wen Lu

Pattern Recognit. Lett., 2019

Deep Reinforcement Learning and Simulation as a Path Toward Precision Medicine.

Brenden K. Petersen, Jiachen Yang, Will S. Grathwohl, Chase Cockrell, Claudio Santiago, Gary An, Daniel M. Faissol

J. Comput. Biol., 2019

Blind assessment for stereo images considering binocular characteristics and deep perception map based on deep belief network.

Jiachen Yang, Yang Zhao, Yinghao Zhu, Huifang Xu, Wen Lu, Qinggang Meng

Inf. Sci., 2019

A spatiotemporal model of video quality assessment via 3D gradient differencing.

Wen Lu, Ran He, Jiachen Yang, Changcheng Jia, Xinbo Gao

Inf. Sci., 2019

Multimedia Data Throughput Maximization in Internet-of-Things System Based on Optimization of Cache-Enabled UAV.

Bin Jiang, Jiachen Yang, Huifang Xu, Houbing Song, Gan Zheng

IEEE Internet Things J., 2019

Wearable Vision Assistance System Based on Binocular Sensors for Visually Impaired Users.

Bin Jiang, Jiachen Yang, Zhihan Lv, Houbing Song

IEEE Internet Things J., 2019

Densely convolutional attention network for image super-resolution.

Furui Bai, Wen Lu, Yuanfei Huang, Lin Zha, Jiachen Yang

Neurocomputing, 2019

Aircraft tracking based on fully conventional network and Kalman filter.

Jiachen Yang, Weirong Zhao, Yurong Han, Chunqi Ji, Bin Jiang, Zhihui Zheng, Houbing Song

IET Image Process., 2019

Exploiting Secondary Caching for Cooperative Cognitive Radio Networks.

Jiachen Yang, Huifang Xu, Juping Zhang

IEEE Commun. Lett., 2019

No-Reference Image Quality Assessment via Multi-order Perception Similarity.

Ziheng Zhou, Wen Lu, Jiachen Yang, Shishuai Han

Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

Multi-Sensor Information Fusion in Ocean of Things Based on Improved Adaptive Dempster-Shafer Evidence Theory.

Jiachen Yang, Jiabao Wen, Bin Jiang, Houbing Song, Fanhui Kong, Zhizhuo Zhen

Proceedings of the IEEE International Conference on Industrial Internet, 2019

2018

Imperfect Information Dynamic Stackelberg Game Based Resource Allocation Using Hidden Markov for Cloud Computing.

Wei Wei, Xunli Fan, Houbing Song, Xiumei Fan, Jiachen Yang

IEEE Trans. Serv. Comput., 2018

No Reference Quality Assessment of Stereo Video Based on Saliency and Sparsity.

Jiachen Yang, Chunqi Ji, Bin Jiang, Wen Lu, Qinggang Meng

IEEE Trans. Broadcast., 2018

No reference quality evaluation for screen content images considering texture feature based on sparse representation.

Jiachen Yang, Jiacheng Liu, Bin Jiang, Wen Lu

Signal Process., 2018

Quality assessment for virtual reality technology based on real scene.

Bin Jiang, Jiachen Yang, Na Jiang, Zhihan Lv, Qinggang Meng

Neural Comput. Appl., 2018

Marine depth mapping algorithm based on the edge computing in Internet of things.

Jiachen Yang, Jiabao Wen, Bin Jiang, Zhihan Lv, Arun Kumar Sangaiah

J. Parallel Distributed Comput., 2018

Sparse representation based stereoscopic image quality assessment accounting for perceptual cognitive process.

Jiachen Yang, Bin Jiang, Yafang Wang, Wen Lu, Qinggang Meng

Inf. Sci., 2018

Stereoscopic video quality assessment based on 3D convolutional neural networks.

Jiachen Yang, Yinghao Zhu, Chaofan Ma, Wen Lu, Qinggang Meng

Neurocomputing, 2018

Marine surveying and mapping system based on Cloud Computing and Internet of Things.

Jiachen Yang, Chang Wang, Qiming Zhao, Bin Jiang, Zhihan Lv, Arun Kumar Sangaiah

Future Gener. Comput. Syst., 2018

A distributed image-retrieval method in multi-camera system of smart city based on cloud computing.

Jiachen Yang, Bin Jiang, Houbing Song

Future Gener. Comput. Syst., 2018

Precision medicine as a control problem: Using simulation and deep reinforcement learning to discover adaptive, personalized multi-cytokine therapy for sepsis.

Brenden K. Petersen, Jiachen Yang, Will S. Grathwohl, Chase Cockrell, Claudio Santiago, Gary An, Daniel M. Faissol

CoRR, 2018

Interaction with Three-Dimensional Gesture and Character Input in Virtual Reality: Recognizing Gestures in Different Directions and Improving User Input.

Jiachen Yang, Yafang Wang, Zhihan Lv, Na Jiang, Anthony Steed

IEEE Consumer Electron. Mag., 2018

3D Panoramic Virtual Reality Video Quality Assessment Based on 3D Convolutional Neural Networks.

Jiachen Yang, Tianlin Liu, Bin Jiang, Houbing Song, Wen Lu

IEEE Access, 2018

No-Reference Stereoimage Quality Assessment for Multimedia Analysis Towards Internet-of-Things.

Jiachen Yang, Bin Jiang, Houbing Song, Xiahan Yang, Wen Lu, Hehan Liu

IEEE Access, 2018

Image Quality Assessment Using Image Description in Information Theory.

Huan Gao, Qiguang Miao, Jiachen Yang, Zhenxin Ma

IEEE Access, 2018

Proactive Caching for Transmission Performance in Cooperative Cognitive Radio Networks.

Jiachen Yang, Huifang Xu, Bin Jiang, Gan Zheng, Houbing Song

Proceedings of the Wireless Algorithms, Systems, and Applications, 2018

Oceanic Data Processing System Based on Multi-sensor Interaction through Internet of Things.

Jiachen Yang, Qiming Zhao, Chang Wang, Bin Jiang, Tianyuan Zhang, Houbing Song

Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

Learning Deep Mean Field Games for Modeling Large Population Behavior.

Jiachen Yang, Xiaojing Ye, Rakshit Trivedi, Huan Xu, Hongyuan Zha

Proceedings of the 6th International Conference on Learning Representations, 2018

Single Image Super Resolution Based on Deep Residual Network via Lateral Modules.

Rui Wang, Wen Lu, Jiachen Yang, Yuanfei Huang, Xinbo Gao, Lihuo He

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Blind Image Quality Assessment Based on Visuo-Spatial Series Statistics.

Ziheng Zhou, Wen Lu, Lihuo He, Xinbo Gao, Jiachen Yang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

A Fast Image Retrieval Method Designed for Network Big Data.

Jiachen Yang, Bin Jiang, Baihua Li, Kun Tian, Zhihan Lv

IEEE Trans. Ind. Informatics, 2017

A new modulation technique and compensation algorithm for mainstream CO₂ capnography.

Jiachen Yang, Dayong Fan, Jianxiong Zhou, Zhihan Lv

Pervasive Mob. Comput., 2017

A new research on contrast sensitivity function in 3D space.

Jiachen Yang, Yun Liu, Wei Wei, Qinggang Meng, Zhiqun Gao, Yancong Lin

Multim. Tools Appl., 2017

Multimedia cloud transmission and storage system based on internet of things.

Jiachen Yang, Shudong He, Yancong Lin, Zhihan Lv

Multim. Tools Appl., 2017

Internet cross-media retrieval based on deep learning.

Bin Jiang, Jiachen Yang, Zhihan Lv, Kun Tian, Qinggang Meng, Yan Yan

J. Vis. Commun. Image Represent., 2017

Quality Index for Stereoscopic Images by Jointly Evaluating Cyclopean Amplitude and Cyclopean Phase.

Yancong Lin, Jiachen Yang, Wen Lu, Qinggang Meng, Zhihan Lv, Houbing Song

IEEE J. Sel. Top. Signal Process., 2017

A real-time image dehazing method considering dark channel and statistics features.

Jiachen Yang, Bin Jiang, Zhihan Lv, Na Jiang

J. Real Time Image Process., 2017

A no-reference optical flow-based quality evaluator for stereoscopic videos in curvelet domain.

Jiachen Yang, Huanling Wang, Wen Lu, Baihua Li, Atta Badii, Qinggang Meng

Inf. Sci., 2017

3D character recognition using binocular camera for medical assist.

Jiachen Yang, Ru Xu, Zhiyong Ding, Haibin Lv

Neurocomputing, 2017

Research on medical applications of contrast sensitivity function to red-green gratings in 3D space.

Yun Liu, Jiachen Yang, Yancong Lin, Haibin Lv

Neurocomputing, 2017

Multimedia recommendation and transmission system based on cloud platform.

Jiachen Yang, Huanling Wang, Zhihan Lv, Wei Wei, Houbing Song, Melike Erol-Kantarci, Burak Kantarci, Shudong He

Future Gener. Comput. Syst., 2017

Deep Mean Field Games for Learning Optimal Behavior Policy of Large Populations.

Jiachen Yang, Xiaojing Ye, Rakshit Trivedi, Huan Xu, Hongyuan Zha

CoRR, 2017

An Image Quality Evaluation Method Based on Joint Deep Learning.

Jiachen Yang, Bin Jiang, Yinghao Zhu, Chunqi Ji, Wen Lu

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Fake News Mitigation via Point Process Based Intervention.

Mehrdad Farajtabar, Jiachen Yang, Xiaojing Ye, Huan Xu, Rakshit Trivedi, Elias B. Khalil, Shuang Li, Le Song, Hongyuan Zha

Proceedings of the 34th International Conference on Machine Learning, 2017

Stereoscopic Image Quality Assessment Based on Binocular Adding and Subtracting.

Jiachen Yang, Bin Jiang, Chunqi Ji, Yinghao Zhu, Wen Lu

Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

2016

Stereoscopic image quality assessment method based on binocular combination saliency model.

Yun Liu, Jiachen Yang, Qinggang Meng, Zhihan Lv, Zhanjie Song, Zhiqun Gao

Signal Process., 2016

Analysis of Camera Arrays Applicable to the Internet of Things.

Jiachen Yang, Ru Xu, Zhihan Lv, Houbing Song

Sensors, 2016

Design of Miniaturized Dual-Band Microstrip Antenna for WLAN Application.

Jiachen Yang, Huanling Wang, Zhihan Lv, Huihui Wang

Sensors, 2016

Design of intelligent recognition system based on gait recognition technology in smart transportation.

Jiachen Yang, Jianxiong Zhou, Dayong Fan, Haibin Lv

Multim. Tools Appl., 2016

Robust visual tracking using adaptive local appearance model for smart transportation.

Jiachen Yang, Ru Xu, Jing Cui, Zhiyong Ding

Multim. Tools Appl., 2016

Guest Editorial: Multimedia Medical Device (MMD) Designing and Clinical Applications.

Jiachen Yang, Zhihan Lv, Tengfei Yin

Multim. Tools Appl., 2016

An online marking system conducive to learning.

Jianxiong Zhou, Jiachen Yang, Houbing Song, Syed Hassan Ahmed, Amjad Mehmood, Haibin Lv

J. Intell. Fuzzy Syst., 2016

Multimedia security in laboratory system based on cloud platform.

Jiachen Yang, Dayong Fan, Houbing Song, Syed Hassan Ahmed, Amjad Mehmood, Haibin Lv

J. Intell. Fuzzy Syst., 2016

Depth estimation for image dehazing of surveillance on education.

Wen Lu, Jingjing Qi, Qi Liu, Ziheng Zhou, Jiachen Yang

J. Intell. Fuzzy Syst., 2016

Quality assessment metric of stereo images considering cyclopean integration and visual saliency.

Jiachen Yang, Yafang Wang, Baihua Li, Wen Lu, Qinggang Meng, Zhihan Lv, Dezong Zhao, Zhiqun Gao

Inf. Sci., 2016

Local Stereo Matching Based on Support Weight With Motion Flow for Dynamic Scene.

Jiachen Yang, Huanling Wang, Zhiyong Ding, Zhihan Lv, Wei Wei, Houbing Song

IEEE Access, 2016

Hey! Are you injecting side effect?: A tool for detecting purity changes in java methods.

Naoto Ogura, Jiachen Yang, Keisuke Hotta, Yoshiki Higo, Shinji Kusumoto

Proceedings of the 24th IEEE International Conference on Program Comprehension, 2016

2015

A Real-Time Monitoring System of Industry Carbon Monoxide Based on Wireless Sensor Networks.

Jiachen Yang, Jianxiong Zhou, Zhihan Lv, Wei Wei, Houbing Song

Sensors, 2015

A Low-Power and Portable Biomedical Device for Respiratory Monitoring with a Stable Power Source.

Jiachen Yang, Bobo Chen, Jianxiong Zhou, Zhihan Lv

Sensors, 2015

A Self-Assessment Stereo Capture Model Applicable to the Internet of Things.

Yancong Lin, Jiachen Yang, Zhihan Lv, Wei Wei, Houbing Song

Sensors, 2015

A novel multivariate performance optimization method based on sparse coding and hyper-predictor learning.

Jiachen Yang, Zhiyong Ding, Fei Guo, Huogen Wang, Nick Hughes

Neural Networks, 2015

A perceptual stereoscopic image quality assessment model accounting for binocular combination behavior.

Jiachen Yang, Yun Liu, Zhiqun Gao, Rongrong Chu, Zhanjie Song

J. Vis. Commun. Image Represent., 2015

Classification model for code clones based on machine learning.

Jiachen Yang, Keisuke Hotta, Yoshiki Higo, Hiroshi Igaki, Shinji Kusumoto

Empir. Softw. Eng., 2015

Investigation on performance of OOK, DPSK, QDPSK in a space laser uplink communication system with the consideration of beam wander.

Mi Li, Minghui Tang, Bowen Li, Xuping Zhang, Yuejiang Song, Jiachen Yang

Proceedings of the International Conference on Wireless Communications & Signal Processing, 2015

An Improved Computer Interface Comprising a Recurrent Neural Network and a Natural User Interface.

Jiachen Yang, Ryota Horie

Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Revealing Purity and Side Effects on Functions for Reusing Java Libraries.

Jiachen Yang, Keisuke Hotta, Yoshiki Higo, Shinji Kusumoto

Proceedings of the Software Reuse for Dynamic Systems in the Cloud and Beyond, 2015

Towards purity-guided refactoring in Java.

Jiachen Yang, Keisuke Hotta, Yoshiki Higo, Shinji Kusumoto

Proceedings of the 2015 IEEE International Conference on Software Maintenance and Evolution, 2015

A New Research on Contrast Sensitivity Function Based on Three-Dimensional Space.

Jiachen Yang, Yun Liu, Wei Wei, Qinggang Meng, Zhiqun Gao, Yancong Lin

Proceedings of the Computer Vision - CCF Chinese Conference, 2015

2014

Multiview image rectification algorithm for parallel camera arrays.

Jiachen Yang, Zhiyong Ding, Fei Guo, Huogen Wang

J. Electronic Imaging, 2014

How Accurate Is Coarse-grained Clone Detection?: Comparision with Fine-grained Detectors.

Keisuke Hotta, Jiachen Yang, Yoshiki Higo, Shinji Kusumoto

Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2014

A multi-view image rectification algorithm for matrix camera arrangement.

Jiachen Yang, Fei Guo, Huogen Wang, Zhiyong Ding

Artif. Intell. Res., 2014

Clustering Commits for Understanding the Intents of Implementation.

Kenji Yamauchi, Jiachen Yang, Keisuke Hotta, Yoshiki Higo, Shinji Kusumoto

Proceedings of the 30th IEEE International Conference on Software Maintenance and Evolution, Victoria, BC, Canada, September 29, 2014

2013

The objective quality assessment of stereo image.

Nan Yun, Zhiyong Feng, Jiachen Yang, Jianjun Lei

Neurocomputing, 2013

2012

Filtering clones for individual user based on machine learning analysis.

Jiachen Yang, Keisuke Hotta, Yoshiki Higo, Hiroshi Igaki, Shinji Kusumoto

Proceedings of the Proceeding of the 6th International Workshop on Software Clones, 2012

2010

New metric for stereo image quality assessment based on HVS.

Jiachen Yang, Chunping Hou, Ran Xu, Jianjun Lei

Int. J. Imaging Syst. Technol., 2010

2008

Stereo image displaying based on both physiological and psychological stereoscopy from single image.

Chunping Hou, Jiachen Yang, Zhuoyun Zhang

Int. J. Imaging Syst. Technol., 2008