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Jiachen Yang
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Books and Theses
- 2022
- [b1]Jiachen Yang:
Cooperation in Multi-Agent Reinforcement Learning. Georgia Institute of Technology, Atlanta, GA, USA, 2022
Journal Articles
- 2024
- [j158]Lijiao Sun, Meng Xi
, Zhengjian Li, Ziqiang Huo, Jiabao Wen, Jiachen Yang:
Geospatial indexing for sea-land navigation based on machine learning. Comput. Electr. Eng. 118: 109433 (2024) - [j157]Jiachen Yang, Yiwen Sun
, Yutian Lei, Zhuo Zhang, Yang Li
, Yongjun Bao, Zhihan Lv:
Reinforcement learning based edge computing in B5G. Digit. Commun. Networks 10(1): 1-6 (2024) - [j156]Jiachen Yang, Meng Xi
, Jiabao Wen
, Yang Li
, Houbing Herbert Song:
A digital twins enabled underwater intelligent internet vehicle path planning system via reinforcement learning and edge computing. Digit. Commun. Networks 10(2): 282-291 (2024) - [j155]Shuai Xiao, Xiaotong Shen, Zhuo Zhang
, Jiabao Wen, Meng Xi, Jiachen Yang:
Underwater image classification based on image enhancement and information quality evaluation. Displays 82: 102635 (2024) - [j154]Zhuo Zhang, Shuai Xiao, Meng Xi, Jiabao Wen, Jiachen Yang:
Curvature index of image samples used to evaluate the interpretability informativeness. Eng. Appl. Artif. Intell. 137: 109044 (2024) - [j153]Guipeng Lan
, Shuai Xiao
, Jiachen Yang
, Jiabao Wen
, Wen Lu
, Xinbo Gao
:
Active learning inspired method in generative models. Expert Syst. Appl. 249: 123582 (2024) - [j152]Guipeng Lan
, Shuai Xiao
, Jiachen Yang
, Jiabao Wen
, Wen Lu
, Xinbo Gao
:
Face swapping with adaptive exploration-fusion mechanism and dual en-decoding tactic. Expert Syst. Appl. 255: 124822 (2024) - [j151]Meng Xi
, Huiao Dai
, Jingyi He
, Wenjie Li, Jiabao Wen
, Shuai Xiao
, Jiachen Yang
:
A Lightweight Reinforcement-Learning-Based Real-Time Path-Planning Method for Unmanned Aerial Vehicles. IEEE Internet Things J. 11(12): 21061-21071 (2024) - [j150]Desheng Chen
, Shuai Xiao
, Meng Xi
, Ling Dai
, Jiachen Yang
:
Efficient Remote Sensing in Agriculture via Active Learning and Opt-HRDNet. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 5876-5883 (2024) - [j149]Jiachen Yang
, Zechen Wang
, Desheng Chen
, Shuai Xiao
, Ahmad Taher Azar:
A Joint Network of Super-Resolution and Active Learning for Agricultural Land Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 13669-13677 (2024) - [j148]Jiabao Wen
, Huiao Dai
, Jingyi He
, Meng Xi
, Shuai Xiao
, Jiachen Yang
:
Federated Offline Reinforcement Learning With Multimodal Data. IEEE Trans. Consumer Electron. 70(1): 4266-4276 (2024) - [j147]Jingyi He
, Jiabao Wen
, Linfang Yan
, Meng Xi
, Shuai Xiao
, Desheng Chen, Jiachen Yang
:
An On-Board Control Scheme for Consumer-Level Autonomous Underwater Vehicle in the Intelligent Cyber-Physical Transportation Systems. IEEE Trans. Consumer Electron. 70(1): 4556-4563 (2024) - [j146]Shuai Xiao, Guipeng Lan, Jiachen Yang, Yang Li, Jiabao Wen:
Securing the Socio-Cyber World: Multiorder Attribute Node Association Classification for Manipulated Media. IEEE Trans. Comput. Soc. Syst. 11(4): 4809-4818 (2024) - [j145]Jiachen Yang
, Houbing Song, Muhammad Khurram Khan
:
Guest Editorial XAI Based Biomedical Big Data Privacy and Security. IEEE J. Biomed. Health Informatics 28(6): 3203-3205 (2024) - [j144]Shuai Xiao
, Guipeng Lan
, Jiachen Yang
, Wen Lu, Qinggang Meng
, Xinbo Gao
:
MCS-GAN: A Different Understanding for Generalization of Deep Forgery Detection. IEEE Trans. Multim. 26: 1333-1345 (2024) - [j143]Jiachen Yang
, Chen Cheng
, Shuai Xiao
, Guipeng Lan
, Jiabao Wen
:
High Fidelity Face-Swapping With Style ConvTransformer and Latent Space Selection. IEEE Trans. Multim. 26: 3604-3615 (2024) - [j142]Guipeng Lan
, Shuai Xiao
, Jiachen Yang
, Yanshuang Zhou
, Jiabao Wen
, Wen Lu
, Xinbo Gao
:
Image Aesthetics Assessment Based on Hypernetwork of Emotion Fusion. IEEE Trans. Multim. 26: 3640-3650 (2024) - [j141]Jiachen Yang
, Shukun Ma
, Zhuo Zhang
, Yang Li
, Shuai Xiao
, Jiabao Wen
, Wen Lu
, Xinbo Gao
:
Say No to Redundant Information: Unsupervised Redundant Feature Elimination for Active Learning. IEEE Trans. Multim. 26: 7721-7733 (2024) - [j140]Jiachen Yang
, Jipeng Zhang
:
A Multi-Teacher Policy Distillation Framework for Enhancing Zero-Shot Generalization of Autonomous Driving Policies. IEEE Trans. Veh. Technol. 73(7): 9734-9746 (2024) - 2023
- [j139]Qinglin Meng
, Yan Song, Jian Mu, Yuanxu Lv, Jiachen Yang
, Liang Xu
, Jin Zhao, Junwei Ma, Wei Yao, Rui Wang, Maoxiang Xiao, Qingyu Meng:
Electric Power Audit Text Classification With Multi-Grained Pre-Trained Language Model. IEEE Access 11: 13510-13518 (2023) - [j138]Yang Zhao
, Jiachen Yang
, Shen Yang:
Stereoscopic Video Quality Assessment in the Context of Internet of Things. IEEE Consumer Electron. Mag. 12(6): 85-91 (2023) - [j137]Jiabao Wen, Jiachen Yang
, Tianying Wang, Yang Li
, Zhihan Lv:
Energy-efficient task allocation for reliable parallel computation of cluster-based wireless sensor network in edge computing. Digit. Commun. Networks 9(2): 473-482 (2023) - [j136]Yang Li
, Jiachen Yang
, Jiabao Wen:
Entropy-based redundancy analysis and information screening. Digit. Commun. Networks 9(5): 1061-1069 (2023) - [j135]Jingyi He, Jiabao Wen, Shuai Xiao, Jiachen Yang:
Multi-AUV Inspection for Process Monitoring of Underwater Oil Transportation. IEEE CAA J. Autom. Sinica 10(3): 828-830 (2023) - [j134]Jiachen Yang, Houbing Song
, Muhammad Khurram Khan
:
Editor's Note. Int. J. Interact. Multim. Artif. Intell. 8(1): 4 (2023) - [j133]Zehong Liang, Wen Lu, Yong Zheng, Weiquan He, Jiachen Yang:
The context effect for blind image quality assessment. Neurocomputing 521: 172-180 (2023) - [j132]Jiabao Wen, Meng Xi, Taiqiu Xiao, Jiachen Yang, Desheng Chen, Wen Lu, Xinbo Gao:
A deep semi-dense compression network for reinforcement learning based on information theory. Neurocomputing 530: 81-90 (2023) - [j131]Jiachen Yang, Zhuo Zhang, Shuai Xiao, Shukun Ma, Yang Li, Wen Lu, Xinbo Gao:
Efficient data-driven behavior identification based on vision transformers for human activity understanding. Neurocomputing 530: 104-115 (2023) - [j130]Jiachen Yang
, Jiaming Huo, Meng Xi
, Jingyi He
, Zhengjian Li
, Houbing Herbert Song
:
A Time-Saving Path Planning Scheme for Autonomous Underwater Vehicles With Complex Underwater Conditions. IEEE Internet Things J. 10(2): 1001-1013 (2023) - [j129]Zhengjian Li
, Jiabao Wen
, Jiachen Yang
, Jingyi He
, Tianlei Ni, Yang Li
:
Energy-Efficient Space-Air-Ground-Ocean-Integrated Network Based on Intelligent Autonomous Underwater Glider. IEEE Internet Things J. 10(11): 9329-9341 (2023) - [j128]Shuai Xiao, Zhuo Zhang
, Jiachen Yang, Jiabao Wen, Yang Li:
Manipulation detection of key populations under information measurement. Inf. Sci. 634: 1-13 (2023) - [j127]Jiachen Yang, Yue Yang, Yang Li
, Zhuo Zhang, Jiabao Wen:
Image Quality Assessment via Inter-class and Intra-class Differences for Efficient Classification. Neural Process. Lett. 55(9): 12169-12181 (2023) - [j126]Siyuan Hu
, Shuai Xiao
, Jiachen Yang
, Zuochen Zhang, Kunyu Zhang, Yong Zhu
, Yubo Zhang:
AUV Path Planning Considering Ocean Current Disturbance Based on Cloud Desktop Technology. Sensors 23(17): 7510 (2023) - [j125]Yang Zhao, Shuai Xiao
, Jiachen Yang
, Wen Lu, Xinbo Gao
:
No-reference quality index of tone-mapped images based on authenticity, preservation, and scene expressiveness. Signal Process. 203: 108782 (2023) - [j124]Jiachen Yang
, Jipeng Zhang
, Meng Xi
, Yutian Lei
, Yiwen Sun:
A Deep Reinforcement Learning Algorithm Suitable for Autonomous Vehicles: Double Bootstrapped Soft-Actor-Critic-Discrete. IEEE Trans. Cogn. Dev. Syst. 15(4): 2041-2052 (2023) - [j123]Jiachen Yang
, Jingfei Ni
, Meng Xi
, Jiabao Wen
, Yang Li
:
Intelligent Path Planning of Underwater Robot Based on Reinforcement Learning. IEEE Trans Autom. Sci. Eng. 20(3): 1983-1996 (2023) - [j122]Jiachen Yang
, Yanshuang Zhou
, Yang Zhao
, Wen Lu
, Xinbo Gao
:
MetaMP: Metalearning-Based Multipatch Image Aesthetics Assessment. IEEE Trans. Cybern. 53(9): 5716-5728 (2023) - [j121]Yang Li
, Jiachen Yang
, Zhuo Zhang
, Jiabao Wen
, Prabhat Kumar
:
Healthcare Data Quality Assessment for Cybersecurity Intelligence. IEEE Trans. Ind. Informatics 19(1): 841-848 (2023) - [j120]Jiabao Wen
, Jiachen Yang
, Yang Li
, Jingyi He
, Zhengjian Li
, Houbing Song
:
Behavior-Based Formation Control Digital Twin for Multi-AUG in Edge Computing. IEEE Trans. Netw. Sci. Eng. 10(5): 2791-2801 (2023) - 2022
- [j119]Songlin Zhang, Lakshmi Suresh, Jiachen Yang, Xueping Zhang, Swee Ching Tan
:
Augmenting Sensor Performance with Machine Learning Towards Smart Wearable Sensing Electronic Systems. Adv. Intell. Syst. 4(4) (2022) - [j118]Songlin Zhang, Lakshmi Suresh, Jiachen Yang, Xueping Zhang, Swee Ching Tan
:
Augmenting Sensor Performance with Machine Learning Towards Smart Wearable Sensing Electronic Systems. Adv. Intell. Syst. 4(4) (2022) - [j117]Jiachen Yang, Zhuo Zhang
, Wei Mao, Yiwen Sun, Yongjun Bao, Houbing Song
:
IoT-based critical infrastructure enabled radar information fusion. Comput. Electr. Eng. 98: 107723 (2022) - [j116]Jiachen Yang, Guipeng Lan, Yang Li
, Yicheng Gong, Zhuo Zhang, Sezai Ercisli:
Data quality assessment and analysis for pest identification in smart agriculture. Comput. Electr. Eng. 103: 108322 (2022) - [j115]Jiachen Yang, Yutian Lei
, Ying Tian, Meng Xi:
Deep learning based six-dimensional pose estimation in virtual reality. Comput. Intell. 38(1): 187-204 (2022) - [j114]Shuai Xiao
, Jiachen Yang
, Zhihan Lv:
Protecting the trust and credibility of data by tracking forgery trace based on GANs. Digit. Commun. Networks 8(6): 877-884 (2022) - [j113]Meng Xi
, Jiachen Yang
, Jiabao Wen
, Hankai Liu
, Yang Li
, Houbing Song
:
Comprehensive Ocean Information-Enabled AUV Path Planning Via Reinforcement Learning. IEEE Internet Things J. 9(18): 17440-17451 (2022) - [j112]Chengang Lyu, Zihao Niu, Jiachen Tian, Jie Jin, Jiachen Yang, Chunfeng Ge:
Identification of Intrusion Events Based on Distributed Optical Fiber Sensing in Complex Environment. IEEE Internet Things J. 9(23): 24212-24220 (2022) - [j111]Jiachen Yang, Yong Zhu
, Shuai Xiao, Guipeng Lan, Yang Li
:
A controllable face forgery framework to enrich face-privacy-protection datasets. Image Vis. Comput. 127: 104566 (2022) - [j110]Jiachen Yang, Yong Zhu
, Shuai Xiao, Guipeng Lan, Yang Li:
Improving multimedia information security by enriching face antispoofing dataset with a facial forgery method. J. Electronic Imaging 32(4) (2022) - [j109]Jiachen Yang, Yanshuang Zhou, Yang Zhao
, Jiabao Wen:
Blind quality assessment of tone-mapped images using multi-exposure sequences. J. Vis. Commun. Image Represent. 87: 103553 (2022) - [j108]Jiabao Wen
, Jiachen Yang
, Yang Li
, Liqing Gao:
Harmful algal bloom warning based on machine learning in maritime site monitoring. Knowl. Based Syst. 245: 108569 (2022) - [j107]Jiachen Yang, Jiaming Huo, Jingyi He, Taiqiu Xiao, Desheng Chen, Yang Li
:
A DBULSTM-Adaboost Model for Sea Surface Temperature Prediction. PeerJ Comput. Sci. 8: e1095 (2022) - [j106]Jiachen Yang
, Yue Yang, Jiabao Wen, Yang Li
, Sezai Ercisli
:
Remote Sensing Image Information Quality Evaluation via Node Entropy for Efficient Classification. Remote. Sens. 14(17): 4400 (2022) - [j105]Jiachen Yang
, Tianlei Ni, Lin Liu, Jiabao Wen, Jingyi He, Zhengjian Li:
The Sea Route Planning for Survey Vessel Intelligently Navigating to the Survey Lines. Sensors 22(2): 482 (2022) - [j104]Jiachen Yang
, Jingfei Ni, Yang Li
, Jiabao Wen, Desheng Chen:
The Intelligent Path Planning System of Agricultural Robot via Reinforcement Learning. Sensors 22(12): 4316 (2022) - [j103]Jiachen Yang
, Guipeng Lan
, Shuai Xiao, Yang Li
, Jiabao Wen, Yong Zhu
:
Enriching Facial Anti-Spoofing Datasets via an Effective Face Swapping Framework. Sensors 22(13): 4697 (2022) - [j102]Yana Yang, Shuai Xiao
, Jiachen Yang
, Chen Cheng:
A Tiny Model for Fast and Precise Ship Detection via Feature Channel Pruning. Sensors 22(23): 9331 (2022) - [j101]Jiachen Yang
, Shuai Xiao
, Aiyun Li, Wen Lu, Xinbo Gao
, Yang Li
:
MSTA-Net: Forgery Detection by Generating Manipulation Trace Based on Multi-Scale Self-Texture Attention. IEEE Trans. Circuits Syst. Video Technol. 32(7): 4854-4866 (2022) - [j100]Jiachen Yang
, Yang Zhao
, Jiacheng Liu, Bin Jiang
, Qinggang Meng
, Wen Lu
, Xinbo Gao
:
No Reference Quality Assessment for Screen Content Images Using Stacked Autoencoders in Pictorial and Textual Regions. IEEE Trans. Cybern. 52(5): 2798-2810 (2022) - [j99]Chengang Lyu
, Yage Liu
, Xuekai Wang
, Yuxin Chen
, Jie Jin
, Jiachen Yang
:
Visual Early Leakage Detection for Industrial Surveillance Environments. IEEE Trans. Ind. Informatics 18(6): 3670-3680 (2022) - [j98]Chengang Lyu, Bo Yang, Jiachen Tian, Jie Jin, Chunfeng Ge, Jiachen Yang:
Three-Fingers FBG Tactile Sensing System Based on Squeeze-and-Excitation LSTM for Object Classification. IEEE Trans. Instrum. Meas. 71: 1-11 (2022) - [j97]Kyohoon Sim
, Jiachen Yang
, Wen Lu, Xinbo Gao
:
Blind Stereoscopic Image Quality Evaluator Based on Binocular Semantic and Quality Channels. IEEE Trans. Multim. 24: 1389-1398 (2022) - [j96]Jiabao Wen
, Jiachen Yang
, Wei Wei
, Zhihan Lv
:
Intelligent Multi-AUG Ocean Data Collection Scheme in Maritime Wireless Communication Network. IEEE Trans. Netw. Sci. Eng. 9(5): 3067-3079 (2022) - 2021
- [j95]Yang Zhao, Jiachen Yang
, Yongjun Bao, Houbing Song:
Trustworthy authorization method for security in Industrial Internet of Things. Ad Hoc Networks 121: 102607 (2021) - [j94]Yang Li, Jiachen Yang:
Meta-learning baselines and database for few-shot classification in agriculture. Comput. Electron. Agric. 182: 106055 (2021) - [j93]Jiachen Yang, Shan Liu
, Hansong Su, Ying Tian:
Driving assistance system based on data fusion of multisource sensors for autonomous unmanned ground vehicles. Comput. Networks 192: 108053 (2021) - [j92]Jiachen Yang, Shuai Xiao
, Aiyun Li, Guipeng Lan, Huihui Wang
:
Detecting fake images by identifying potential texture difference. Future Gener. Comput. Syst. 125: 127-135 (2021) - [j91]Jiachen Yang, Zhuo Zhang
, Wei Mao, Yue Yang:
Identification and micro-motion parameter estimation of non-cooperative UAV targets. Phys. Commun. 46: 101314 (2021) - [j90]Jiachen Yang
, Zilin Bian
, Yang Zhao
, Wen Lu
, Xinbo Gao
:
Staged-Learning: Assessing the Quality of Screen Content Images from Distortion Information. IEEE Signal Process. Lett. 28: 1480-1484 (2021) - [j89]Jiachen Yang
, Zilin Bian
, Yang Zhao
, Wen Lu
, Xinbo Gao
:
Full-Reference Quality Assessment for Screen Content Images Based on the Concept of Global-Guidance and Local-Adjustment. IEEE Trans. Broadcast. 67(3): 696-709 (2021) - [j88]Jiabao Wen
, Jiachen Yang
, Bin Jiang
, Houbing Song
, Huihui Wang
:
Big Data Driven Marine Environment Information Forecasting: A Time Series Prediction Network. IEEE Trans. Fuzzy Syst. 29(1): 4-18 (2021) - [j87]Jiachen Yang
, Aiyun Li, Shuai Xiao
, Wen Lu
, Xinbo Gao
:
MTD-Net: Learning to Detect Deepfakes Images by Multi-Scale Texture Difference. IEEE Trans. Inf. Forensics Secur. 16: 4234-4245 (2021) - [j86]Jiachen Yang
, Meng Xi
, Bin Jiang
, Jiabao Man
, Qinggang Meng
, Baihua Li:
FADN: Fully Connected Attitude Detection Network Based on Industrial Video. IEEE Trans. Ind. Informatics 17(3): 2011-2020 (2021) - [j85]Houbing Song
, Jiachen Yang, Qinggang Meng:
Guest Editorial: Visual Perception Enabled Industry Intelligence. IEEE Trans. Ind. Informatics 17(3): 2201-2203 (2021) - [j84]Jiachen Yang
, Chenguang Wang, Bin Jiang
, Houbing Song
, Qinggang Meng
:
Visual Perception Enabled Industry Intelligence: State of the Art, Challenges and Prospects. IEEE Trans. Ind. Informatics 17(3): 2204-2219 (2021) - [j83]Jiachen Yang
, Meng Xi
, Bin Jiang
, Houbing Song
:
Robust Six Degrees of Freedom Estimation for IIoT Based on Multibranch Network. IEEE Trans. Ind. Informatics 17(4): 2767-2775 (2021) - [j82]Chengang Lyu
, Ziqiang Huo
, Yage Liu
, Xin Cheng
, Jianying Jiang
, Alimina Alimasi
, Jiachen Yang
, Hansong Su
:
Robust Intrusion Events Recognition Methodology for Distributed Optical Fiber Sensing Perimeter Security System. IEEE Trans. Instrum. Meas. 70: 1-9 (2021) - [j81]Jiachen Yang
, Zilin Bian
, Jiacheng Liu, Bin Jiang
, Wen Lu, Xinbo Gao
, Houbing Song
:
No-Reference Quality Assessment for Screen Content Images Using Visual Edge Model and AdaBoosting Neural Network. IEEE Trans. Image Process. 30: 6801-6814 (2021) - [j80]Jiachen Yang
, Jipeng Zhang
, Huihui Wang
:
Urban Traffic Control in Software Defined Internet of Things via a Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Intell. Transp. Syst. 22(6): 3742-3754 (2021) - [j79]Jiachen Yang
, Tianlin Liu
, Bin Jiang
, Wen Lu, Qinggang Meng
:
Panoramic Video Quality Assessment Based on Non-Local Spherical CNN. IEEE Trans. Multim. 23: 797-809 (2021) - [j78]Kyohoon Sim
, Jiachen Yang
, Wen Lu, Xinbo Gao
:
MaD-DLS: Mean and Deviation of Deep and Local Similarity for Image Quality Assessment. IEEE Trans. Multim. 23: 4037-4048 (2021) - [j77]Jiabao Wen
, Jiachen Yang
, Tianying Wang:
Path Planning for Autonomous Underwater Vehicles Under the Influence of Ocean Currents Based on a Fusion Heuristic Algorithm. IEEE Trans. Veh. Technol. 70(9): 8529-8544 (2021) - 2020
- [j76]Jiachen Yang, Bin Jiang
, Houbing Song
, Xiahan Yang, Wen Lu, Hehan Liu:
Corrections to "No-Reference Stereoimage Quality Assessment for Multimedia Analysis Towards Internet-of-Things". IEEE Access 8: 127883 (2020) - [j75]Jiachen Yang
, Qinggang Meng, Maurizio Murroni
, Shiqi Wang, Feng Shao:
IEEE Access Special Section Editorial: Biologically Inspired Image Processing Challenges and Future Directions. IEEE Access 8: 147459-147462 (2020) - [j74]Yang Li
, Jiachen Yang:
Few-shot cotton pest recognition and terminal realization. Comput. Electron. Agric. 169: 105240 (2020) - [j73]Jiachen Yang, Bin Jiang, Zhihan Lv
, Kim-Kwang Raymond Choo:
A task scheduling algorithm considering game theory designed for energy management in cloud computing. Future Gener. Comput. Syst. 105: 985-992 (2020) - [j72]Jiachen Yang, Yurong Han, Yafang Wang, Bin Jiang, Zhihan Lv
, Houbing Song
:
Optimization of real-time traffic network assignment based on IoT data using DBN and clustering model in smart city. Future Gener. Comput. Syst. 108: 976-986 (2020) - [j71]Jiachen Yang
, Jiabao Wen
, Yanhui Wang
, Bin Jiang
, Huihui Wang
, Houbing Song
:
Fog-Based Marine Environmental Information Monitoring Toward Ocean of Things. IEEE Internet Things J. 7(5): 4238-4247 (2020) - [j70]Jiachen Yang
, Chaofan Ma, Bin Jiang
, Guiguang Ding
, Gan Zheng
, Huihui Wang
:
Joint Optimization in Cached-Enabled Heterogeneous Network for Efficient Industrial IoT. IEEE J. Sel. Areas Commun. 38(5): 831-844 (2020) - [j69]Jiachen Yang, Jipeng Zhang, Chaofan Ma, Huihui Wang
, Juping Zhang, Gan Zheng:
Deep learning-based edge caching for multi-cluster heterogeneous networks. Neural Comput. Appl. 32(19): 15317-15328 (2020) - [j68]Jiachen Yang, Jiabao Wen
, Bin Jiang, Huihui Wang
:
Blockchain-Based Sharing and Tamper-Proof Framework of Big Data Networking. IEEE Netw. 34(4): 62-67 (2020) - [j67]Ziheng Zhou, Wen Lu, Jiachen Yang, Weiquan He:
No-reference image quality assessment based on neighborhood co-occurrence matrix. Signal Process. Image Commun. 81 (2020) - [j66]Jiachen Yang
, Vanhung Nguyen, Kyohoon Sim
, Yang Zhao, Wen Lu:
3-D Visual Discomfort Assessment Considering Optical and Neural Attention Models. IEEE Trans. Broadcast. 66(2): 279-291 (2020) - [j65]Jiachen Yang, Yang Zhao, Bin Jiang
, Qinggang Meng, Wen Lu, Xinbo Gao
:
No-Reference Quality Assessment of Stereoscopic Videos With Inter-Frame Cross on a Content-Rich Database. IEEE Trans. Circuits Syst. Video Technol. 30(10): 3608-3623 (2020) - [j64]Bin Jiang
, Jiachen Yang
, Qinggang Meng
, Baihua Li, Wen Lu:
A Deep Evaluator for Image Retargeting Quality by Geometrical and Contextual Interaction. IEEE Trans. Cybern. 50(1): 87-99 (2020) - [j63]Jiachen Yang
, Yang Zhao
, Bin Jiang
, Wen Lu
, Xinbo Gao
:
No-Reference Quality Evaluation of Stereoscopic Video Based on Spatio-Temporal Texture. IEEE Trans. Multim. 22(10): 2635-2644 (2020) - [j62]Jiachen Yang
, Jiabao Man
, Meng Xi
, Xinbo Gao
, Wen Lu
, Qinggang Meng
:
Precise Measurement of Position and Attitude Based on Convolutional Neural Network and Visual Correspondence Relationship. IEEE Trans. Neural Networks Learn. Syst. 31(6): 2030-2041 (2020) - [j61]Jiachen Yang, Shuai Xiao, Bin Jiang, Houbing Song
, Suleman Khan
, Saif ul Islam
:
Cache-Enabled Unmanned Aerial Vehicles for Cooperative Cognitive Radio Networks. IEEE Wirel. Commun. 27(2): 155-161 (2020) - 2019
- [j60]Jiachen Yang
, Huifang Xu, Juping Zhang
:
Exploiting Secondary Caching for Cooperative Cognitive Radio Networks. IEEE Commun. Lett. 23(1): 124-127 (2019) - [j59]Jiachen Yang, Weirong Zhao, Yurong Han, Chunqi Ji, Bin Jiang, Zhihui Zheng, Houbing Song
:
Aircraft tracking based on fully conventional network and Kalman filter. IET Image Process. 13(8): 1259-1265 (2019) - [j58]Furui Bai
, Wen Lu, Yuanfei Huang
, Lin Zha, Jiachen Yang:
Densely convolutional attention network for image super-resolution. Neurocomputing 368: 25-33 (2019) - [j57]Bin Jiang
, Jiachen Yang
, Zhihan Lv
, Houbing Song
:
Wearable Vision Assistance System Based on Binocular Sensors for Visually Impaired Users. IEEE Internet Things J. 6(2): 1375-1383 (2019) - [j56]Bin Jiang
, Jiachen Yang
, Huifang Xu, Houbing Song
, Gan Zheng
:
Multimedia Data Throughput Maximization in Internet-of-Things System Based on Optimization of Cache-Enabled UAV. IEEE Internet Things J. 6(2): 3525-3532 (2019) - [j55]Jiachen Yang, Yang Zhao, Yinghao Zhu, Huifang Xu, Wen Lu, Qinggang Meng:
Blind assessment for stereo images considering binocular characteristics and deep perception map based on deep belief network. Inf. Sci. 474: 1-17 (2019) - [j54]Wen Lu, Ran He, Jiachen Yang, Changcheng Jia, Xinbo Gao
:
A spatiotemporal model of video quality assessment via 3D gradient differencing. Inf. Sci. 478: 141-151 (2019) - [j53]Brenden K. Petersen
, Jiachen Yang
, Will S. Grathwohl, Chase Cockrell, Claudio Santiago, Gary An, Daniel M. Faissol:
Deep Reinforcement Learning and Simulation as a Path Toward Precision Medicine. J. Comput. Biol. 26(6): 597-604 (2019) - [j52]Jiachen Yang, Huifang Xu, Yang Zhao, Hehan Liu, Wen Lu:
Stereoscopic image quality assessment combining statistical features and binocular theory. Pattern Recognit. Lett. 127: 48-55 (2019) - [j51]Jiachen Yang
, Lin Liu, Linfeng Zhang, Gen Li, Zhonghao Sun, Houbing Song
:
Prediction of Marine Pycnocline Based on Kernel Support Vector Machine and Convex Optimization Technology. Sensors 19(7): 1562 (2019) - [j50]Jiachen Yang, Zhihui Huang, Kyohoon Sim
, Wen Lu, Kai Liu
, Hehan Liu:
No-reference image quality assessment focusing on human facial region. Signal Process. Image Commun. 78: 51-61 (2019) - [j49]Bin Jiang
, Jiachen Yang
, Guiguang Ding
, Huihui Wang
:
Cyber-Physical Security Design in Multimedia Data Cache Resource Allocation for Industrial Networks. IEEE Trans. Ind. Informatics 15(12): 6472-6480 (2019) - [j48]Jiachen Yang
, Kyohoon Sim, Xinbo Gao
, Wen Lu
, Qinggang Meng, Baihua Li:
A Blind Stereoscopic Image Quality Evaluator With Segmented Stacked Autoencoders Considering the Whole Visual Perception Route. IEEE Trans. Image Process. 28(3): 1314-1328 (2019) - [j47]Jiachen Yang
, Kyohoon Sim
, Wen Lu
, Bin Jiang:
Predicting Stereoscopic Image Quality via Stacked Auto-Encoders Based on Stereopsis Formation. IEEE Trans. Multim. 21(7): 1750-1761 (2019) - 2018
- [j46]Jiachen Yang
, Bin Jiang
, Houbing Song
, Xiahan Yang, Wen Lu, Hehan Liu:
No-Reference Stereoimage Quality Assessment for Multimedia Analysis Towards Internet-of-Things. IEEE Access 6: 7631-7640 (2018) - [j45]Jiachen Yang
, Tianlin Liu, Bin Jiang
, Houbing Song
, Wen Lu:
3D Panoramic Virtual Reality Video Quality Assessment Based on 3D Convolutional Neural Networks. IEEE Access 6: 38669-38682 (2018) - [j44]Huan Gao, Qiguang Miao
, Jiachen Yang, Zhenxin Ma:
Image Quality Assessment Using Image Description in Information Theory. IEEE Access 6: 47181-47188 (2018) - [j43]Jiachen Yang, Yafang Wang, Zhihan Lv
, Na Jiang, Anthony Steed
:
Interaction with Three-Dimensional Gesture and Character Input in Virtual Reality: Recognizing Gestures in Different Directions and Improving User Input. IEEE Consumer Electron. Mag. 7(2): 64-72 (2018) - [j42]Jiachen Yang, Bin Jiang, Houbing Song
:
A distributed image-retrieval method in multi-camera system of smart city based on cloud computing. Future Gener. Comput. Syst. 81: 244-251 (2018) - [j41]Jiachen Yang, Chang Wang, Qiming Zhao, Bin Jiang, Zhihan Lv
, Arun Kumar Sangaiah
:
Marine surveying and mapping system based on Cloud Computing and Internet of Things. Future Gener. Comput. Syst. 85: 39-50 (2018) - [j40]Jiachen Yang, Yinghao Zhu, Chaofan Ma, Wen Lu, Qinggang Meng:
Stereoscopic video quality assessment based on 3D convolutional neural networks. Neurocomputing 309: 83-93 (2018) - [j39]Jiachen Yang, Bin Jiang, Yafang Wang, Wen Lu, Qinggang Meng:
Sparse representation based stereoscopic image quality assessment accounting for perceptual cognitive process. Inf. Sci. 430: 1-16 (2018) - [j38]Jiachen Yang, Jiabao Wen
, Bin Jiang
, Zhihan Lv
, Arun Kumar Sangaiah
:
Marine depth mapping algorithm based on the edge computing in Internet of things. J. Parallel Distributed Comput. 114: 95-103 (2018) - [j37]Jiachen Yang, Jiacheng Liu, Bin Jiang, Wen Lu:
No reference quality evaluation for screen content images considering texture feature based on sparse representation. Signal Process. 153: 336-347 (2018) - [j36]Jiachen Yang
, Chunqi Ji, Bin Jiang
, Wen Lu, Qinggang Meng
:
No Reference Quality Assessment of Stereo Video Based on Saliency and Sparsity. IEEE Trans. Broadcast. 64(2): 341-353 (2018) - [j35]Wei Wei, Xunli Fan, Houbing Song
, Xiumei Fan, Jiachen Yang:
Imperfect Information Dynamic Stackelberg Game Based Resource Allocation Using Hidden Markov for Cloud Computing. IEEE Trans. Serv. Comput. 11(1): 78-89 (2018) - 2017
- [j34]Jiachen Yang, Huanling Wang, Zhihan Lv
, Wei Wei, Houbing Song
, Melike Erol-Kantarci, Burak Kantarci, Shudong He:
Multimedia recommendation and transmission system based on cloud platform. Future Gener. Comput. Syst. 70: 94-103 (2017) - [j33]Jiachen Yang, Ru Xu
, Zhiyong Ding, Haibin Lv:
3D character recognition using binocular camera for medical assist. Neurocomputing 220: 17-22 (2017) - [j32]Yun Liu, Jiachen Yang
, Yancong Lin, Haibin Lv:
Research on medical applications of contrast sensitivity function to red-green gratings in 3D space. Neurocomputing 220: 34-40 (2017) - [j31]Jiachen Yang, Huanling Wang, Wen Lu, Baihua Li, Atta Badii, Qinggang Meng:
A no-reference optical flow-based quality evaluator for stereoscopic videos in curvelet domain. Inf. Sci. 414: 133-146 (2017) - [j30]Jiachen Yang, Bin Jiang, Zhihan Lv
, Na Jiang:
A real-time image dehazing method considering dark channel and statistics features. J. Real Time Image Process. 13(3): 479-490 (2017) - [j29]Yancong Lin, Jiachen Yang
, Wen Lu, Qinggang Meng, Zhihan Lv
, Houbing Song
:
Quality Index for Stereoscopic Images by Jointly Evaluating Cyclopean Amplitude and Cyclopean Phase. IEEE J. Sel. Top. Signal Process. 11(1): 89-101 (2017) - [j28]Bin Jiang, Jiachen Yang, Zhihan Lv
, Kun Tian, Qinggang Meng, Yan Yan:
Internet cross-media retrieval based on deep learning. J. Vis. Commun. Image Represent. 48: 356-366 (2017) - [j27]Jiachen Yang, Yun Liu, Wei Wei, Qinggang Meng, Zhiqun Gao, Yancong Lin:
A new research on contrast sensitivity function in 3D space. Multim. Tools Appl. 76(8): 11127-11142 (2017) - [j26]Jiachen Yang, Shudong He, Yancong Lin, Zhihan Lv
:
Multimedia cloud transmission and storage system based on internet of things. Multim. Tools Appl. 76(17): 17735-17750 (2017) - [j25]Jiachen Yang, Dayong Fan, Jianxiong Zhou, Zhihan Lv
:
A new modulation technique and compensation algorithm for mainstream CO2 capnography. Pervasive Mob. Comput. 41: 484-489 (2017) - [j24]Jiachen Yang, Bin Jiang, Baihua Li, Kun Tian, Zhihan Lv
:
A Fast Image Retrieval Method Designed for Network Big Data. IEEE Trans. Ind. Informatics 13(5): 2350-2359 (2017) - 2016
- [j23]Jiachen Yang, Huanling Wang, Zhiyong Ding, Zhihan Lv
, Wei Wei, Houbing Song
:
Local Stereo Matching Based on Support Weight With Motion Flow for Dynamic Scene. IEEE Access 4: 4840-4847 (2016) - [j22]Jiachen Yang, Yafang Wang, Baihua Li, Wen Lu, Qinggang Meng, Zhihan Lv
, Dezong Zhao, Zhiqun Gao:
Quality assessment metric of stereo images considering cyclopean integration and visual saliency. Inf. Sci. 373: 251-268 (2016) - [j21]Jianxiong Zhou, Jiachen Yang, Houbing Song
, Syed Hassan Ahmed
, Amjad Mehmood
, Haibin Lv:
An online marking system conducive to learning. J. Intell. Fuzzy Syst. 31(5): 2463-2471 (2016) - [j20]Jiachen Yang, Dayong Fan, Houbing Song
, Syed Hassan Ahmed
, Amjad Mehmood
, Haibin Lv:
Multimedia security in laboratory system based on cloud platform. J. Intell. Fuzzy Syst. 31(5): 2473-2481 (2016) - [j19]Wen Lu, Jingjing Qi, Qi Liu
, Ziheng Zhou
, Jiachen Yang:
Depth estimation for image dehazing of surveillance on education. J. Intell. Fuzzy Syst. 31(5): 2629-2636 (2016) - [j18]Jiachen Yang, Zhihan Lv
, Tengfei Yin:
Guest Editorial: Multimedia Medical Device (MMD) Designing and Clinical Applications. Multim. Tools Appl. 75(22): 14197-14201 (2016) - [j17]Jiachen Yang, Ru Xu
, Jing Cui, Zhiyong Ding:
Robust visual tracking using adaptive local appearance model for smart transportation. Multim. Tools Appl. 75(24): 17487-17500 (2016) - [j16]Jiachen Yang, Jianxiong Zhou, Dayong Fan, Haibin Lv:
Design of intelligent recognition system based on gait recognition technology in smart transportation. Multim. Tools Appl. 75(24): 17501-17514 (2016) - [j15]Jiachen Yang, Ru Xu, Zhihan Lv
, Houbing Song
:
Analysis of Camera Arrays Applicable to the Internet of Things. Sensors 16(3): 421 (2016) - [j14]Jiachen Yang, Huanling Wang
, Zhihan Lv
, Huihui Wang
:
Design of Miniaturized Dual-Band Microstrip Antenna for WLAN Application. Sensors 16(7): 983 (2016) - [j13]Yun Liu, Jiachen Yang, Qinggang Meng, Zhihan Lv
, Zhanjie Song, Zhiqun Gao:
Stereoscopic image quality assessment method based on binocular combination saliency model. Signal Process. 125: 237-248 (2016) - 2015
- [j12]Jiachen Yang, Keisuke Hotta, Yoshiki Higo, Hiroshi Igaki, Shinji Kusumoto:
Classification model for code clones based on machine learning. Empir. Softw. Eng. 20(4): 1095-1125 (2015) - [j11]Jiachen Yang, Yun Liu, Zhiqun Gao, Rongrong Chu, Zhanjie Song:
A perceptual stereoscopic image quality assessment model accounting for binocular combination behavior. J. Vis. Commun. Image Represent. 31: 138-145 (2015) - [j10]Jiachen Yang, Zhiyong Ding, Fei Guo, Huogen Wang
, Nick Hughes:
A novel multivariate performance optimization method based on sparse coding and hyper-predictor learning. Neural Networks 71: 45-54 (2015) - [j9]Jiachen Yang, Bobo Chen, Jianxiong Zhou, Zhihan Lv
:
A Low-Power and Portable Biomedical Device for Respiratory Monitoring with a Stable Power Source. Sensors 15(8): 19618-19632 (2015) - [j8]Yancong Lin, Jiachen Yang, Zhihan Lv
, Wei Wei, Houbing Song
:
A Self-Assessment Stereo Capture Model Applicable to the Internet of Things. Sensors 15(8): 20925-20944 (2015) - [j7]Jiachen Yang, Jianxiong Zhou, Zhihan Lv
, Wei Wei, Houbing Song
:
A Real-Time Monitoring System of Industry Carbon Monoxide Based on Wireless Sensor Networks. Sensors 15(11): 29535-29546 (2015) - 2014
- [j6]Jiachen Yang, Fei Guo, Huogen Wang
, Zhiyong Ding:
A multi-view image rectification algorithm for matrix camera arrangement. Artif. Intell. Res. 3(1): 18-29 (2014) - [j5]Keisuke Hotta, Jiachen Yang, Yoshiki Higo, Shinji Kusumoto:
How Accurate Is Coarse-grained Clone Detection?: Comparision with Fine-grained Detectors. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 63 (2014) - [j4]Jiachen Yang, Zhiyong Ding, Fei Guo, Huogen Wang
:
Multiview image rectification algorithm for parallel camera arrays. J. Electronic Imaging 23(3): 033001 (2014) - 2013
- [j3]Nan Yun, Zhiyong Feng, Jiachen Yang, Jianjun Lei:
The objective quality assessment of stereo image. Neurocomputing 120: 121-129 (2013) - 2010
- [j2]Jiachen Yang, Chunping Hou, Ran Xu, Jianjun Lei:
New metric for stereo image quality assessment based on HVS. Int. J. Imaging Syst. Technol. 20(4): 301-307 (2010) - 2008
- [j1]Chunping Hou, Jiachen Yang, Zhuoyun Zhang:
Stereo image displaying based on both physiological and psychological stereoscopy from single image. Int. J. Imaging Syst. Technol. 18(2-3): 146-149 (2008)
Conference and Workshop Papers
- 2024
- [c42]Guipeng Lan, Shuai Xiao, Jiachen Yang, Jiabao Wen:
Generative Model Perception Rectification Algorithm for Trade-Off between Diversity and Quality. AAAI 2024: 13328-13336 - [c41]Desheng Chen, Jiabao Wen, Meng Xi, Shuai Xiao, Jiachen Yang:
Unmanned Aerial Vehicle Path Planning Based on Improved DDQN Algorithm. BMSB 2024: 1-6 - [c40]Yana Yang, Meng Xi, Jiabao Wen, Shuai Xiao, Jiachen Yang:
Image Classification of Rice Diseases Based on Metric Learning. BMSB 2024: 1-5 - [c39]Yong Zhu, Shuai Xiao, Zhuo Zhang, Jiabao Wen, Meng Xi, Jiachen Yang:
An Konwledge-Based Semi-supervised Active Learning Method for Precision Pest Disease Diagnostic. KSEM (1) 2024: 136-147 - [c38]Ruojun Cai
, Jiachen Yang
, Ying Chen
, Tianci Li
, Demin Xie
:
Research on Optimization of Distribution Network Power Supply Capacity Based on Improved Dijkstra Algorithm. PEAI 2024: 427-432 - 2023
- [c37]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:
Reinforcement Learning for Adaptive Mesh Refinement. AISTATS 2023: 5997-6014 - [c36]Shuai Xiao
, Xiaotong Shen
, Guipeng Lan
, Jiachen Yang
, Jiabao Wen
, Yong Zhu
:
Intelligent Classification of Multimedia Images Based on Class Information Mining. AMC-SME 2023: 45-50 - [c35]Jiachen Yang, Ketan Mittal, Tarik Dzanic, Socratis Petrides, Brendan Keith, Brenden K. Petersen, Daniel M. Faissol, Robert W. Anderson:
Multi-Agent Reinforcement Learning for Adaptive Mesh Refinement. AAMAS 2023: 14-22 - [c34]Ghada Bouattour, Lidu Wang, Sajidah Al-Hammouri, Jiachen Yang, Christian Viehweger, Olfa Kanoun:
Early Detection of Faillure in Conveyor Chain Systems by Wireless Sensor Node. SENSORS 2023: 1-4 - 2022
- [c33]Jiachen Yang, Ethan Wang, Rakshit Trivedi, Tuo Zhao, Hongyuan Zha:
Adaptive Incentive Design with Multi-Agent Meta-Gradient Reinforcement Learning. AAMAS 2022: 1436-1445 - [c32]Jiachen Yang, Zhuo Zhang, Yang Li:
Agricultural Few-Shot Selection by Model Confidences for Multimedia Internet of Things Acquisition Dataset. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2022: 488-494 - [c31]Shuai Xiao, Jiabao Wen, Jiachen Yang, Yanshuang Zhou:
No-Reference Quality Assessment of Stereoscopic Video Based on Deep Frequency Perception. QoEVMA @ ACM Multimedia 2022: 39-47 - [c30]Jing Li, Patrick Le Callet, Xinbo Gao, Zhi Li, Wen Lu, Jiachen Yang, Junle Wang:
QoEVMA'22: 2nd Workshop on Quality of Experience (QoE) in Visual Multimedia Applications. ACM Multimedia 2022: 7423-7425 - [c29]Mikel Landajuela, Chak Shing Lee, Jiachen Yang, Ruben Glatt, Cláudio P. Santiago, Ignacio Aravena, Terrell Nathan Mundhenk, Garrett Mulcahy, Brenden K. Petersen:
A Unified Framework for Deep Symbolic Regression. NeurIPS 2022 - 2020
- [c28]Jiachen Yang, Igor Borovikov, Hongyuan Zha:
Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill Discovery. AAMAS 2020: 1566-1574 - [c27]Zhi Zhang, Jiachen Yang, Hongyuan Zha:
Integrating Independent and Centralized Multi-agent Reinforcement Learning for Traffic Signal Network Optimization. AAMAS 2020: 2083-2085 - [c26]Jiachen Yang, Jiabao Wen
, Bin Jiang, Houbing Song
, Fanhui Kong, Zhizhuo Zhen:
Data Resolution Improvement for Ocean of Things Based on Improved FCM. ICNC 2020: 709-713 - [c25]Jiachen Yang, Alireza Nakhaei, David Isele, Kikuo Fujimura, Hongyuan Zha:
CM3: Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning. ICLR 2020 - [c24]Jiachen Yang, Brenden K. Petersen, Hongyuan Zha, Daniel M. Faissol:
Single Episode Policy Transfer in Reinforcement Learning. ICLR 2020 - [c23]Rakshit Trivedi, Jiachen Yang, Hongyuan Zha:
GraphOpt: Learning Optimization Models of Graph Formation. ICML 2020: 9603-9613 - [c22]Hao Shi, Qi Peng, Jiachen Yang, Xudong Bai, Yiqi Zhuang:
A Practical ROI and Object Detection Method for Vision Robot. ICTA 2020: 181-182 - [c21]Bin Jiang, Jiachen Yang, Houbing Song
:
Protecting Privacy From Aerial photography: State of the Art, Opportunities, and Challenges. INFOCOM Workshops 2020: 799-804 - [c20]Xinbo Gao, Patrick Le Callet, Jing Li, Zhi Li, Wen Lu, Jiachen Yang:
QoEVMA'20: 1st Workshop on Quality of Experience (QoE) in Visual Multimedia Applications. ACM Multimedia 2020: 4771-4772 - [c19]Jiachen Yang, Ang Li, Mehrdad Farajtabar, Peter Sunehag, Edward Hughes, Hongyuan Zha:
Learning to Incentivize Other Learning Agents. NeurIPS 2020 - 2019
- [c18]Jiachen Yang, Jiabao Wen
, Bin Jiang, Houbing Song
, Fanhui Kong, Zhizhuo Zhen:
Multi-Sensor Information Fusion in Ocean of Things Based on Improved Adaptive Dempster-Shafer Evidence Theory. ICII 2019: 399-404 - [c17]Ziheng Zhou, Wen Lu, Jiachen Yang, Shishuai Han:
No-Reference Image Quality Assessment via Multi-order Perception Similarity. PRCV (2) 2019: 607-619 - 2018
- [c16]Ziheng Zhou
, Wen Lu, Lihuo He, Xinbo Gao
, Jiachen Yang:
Blind Image Quality Assessment Based on Visuo-Spatial Series Statistics. ICASSP 2018: 3161-3165 - [c15]Rui Wang, Wen Lu, Jiachen Yang, Yuanfei Huang
, Xinbo Gao
, Lihuo He:
Single Image Super Resolution Based on Deep Residual Network via Lateral Modules. ICIP 2018: 3568-3572 - [c14]Jiachen Yang, Xiaojing Ye, Rakshit Trivedi, Huan Xu, Hongyuan Zha:
Learning Deep Mean Field Games for Modeling Large Population Behavior. ICLR 2018 - [c13]Jiachen Yang, Qiming Zhao, Chang Wang, Bin Jiang, Tianyuan Zhang, Houbing Song
:
Oceanic Data Processing System Based on Multi-sensor Interaction through Internet of Things. IPCCC 2018: 1-8 - [c12]Jiachen Yang, Huifang Xu, Bin Jiang, Gan Zheng, Houbing Song
:
Proactive Caching for Transmission Performance in Cooperative Cognitive Radio Networks. WASA 2018: 570-579 - 2017
- [c11]Jiachen Yang, Bin Jiang, Chunqi Ji, Yinghao Zhu, Wen Lu:
Stereoscopic Image Quality Assessment Based on Binocular Adding and Subtracting. CCCV (2) 2017: 237-247 - [c10]Mehrdad Farajtabar, Jiachen Yang, Xiaojing Ye, Huan Xu, Rakshit Trivedi, Elias B. Khalil
, Shuang Li, Le Song, Hongyuan Zha:
Fake News Mitigation via Point Process Based Intervention. ICML 2017: 1097-1106 - [c9]Jiachen Yang, Bin Jiang, Yinghao Zhu, Chunqi Ji, Wen Lu:
An Image Quality Evaluation Method Based on Joint Deep Learning. ICONIP (1) 2017: 658-665 - 2016
- [c8]Naoto Ogura, Jiachen Yang, Keisuke Hotta, Yoshiki Higo, Shinji Kusumoto:
Hey! Are you injecting side effect?: A tool for detecting purity changes in java methods. ICPC 2016: 1-3 - 2015
- [c7]Jiachen Yang, Yun Liu, Wei Wei, Qinggang Meng, Zhiqun Gao, Yancong Lin:
A New Research on Contrast Sensitivity Function Based on Three-Dimensional Space. CCCV (2) 2015: 417-428 - [c6]Jiachen Yang, Keisuke Hotta, Yoshiki Higo, Shinji Kusumoto:
Towards purity-guided refactoring in Java. ICSME 2015: 521-525 - [c5]Jiachen Yang, Keisuke Hotta, Yoshiki Higo, Shinji Kusumoto:
Revealing Purity and Side Effects on Functions for Reusing Java Libraries. ICSR 2015: 314-329 - [c4]Jiachen Yang, Ryota Horie:
An Improved Computer Interface Comprising a Recurrent Neural Network and a Natural User Interface. KES 2015: 1386-1395 - [c3]Mi Li, Minghui Tang, Bowen Li, Xuping Zhang, Yuejiang Song, Jiachen Yang:
Investigation on performance of OOK, DPSK, QDPSK in a space laser uplink communication system with the consideration of beam wander. WCSP 2015: 1-4 - 2014
- [c2]Kenji Yamauchi, Jiachen Yang, Keisuke Hotta, Yoshiki Higo, Shinji Kusumoto:
Clustering Commits for Understanding the Intents of Implementation. ICSME 2014: 406-410 - 2012
- [c1]Jiachen Yang, Keisuke Hotta, Yoshiki Higo, Hiroshi Igaki, Shinji Kusumoto:
Filtering clones for individual user based on machine learning analysis. IWSC 2012: 76-77
Editorship
- 2022
- [e2]Jing Li, Xinbo Gao, Patrick Le Callet, Zhi Li, Wen Lu, Jiachen Yang, Junle Wang:
QoEVMA@MM 2022: Proceedings of the 2nd Workshop on Quality of Experience in Visual Multimedia Applications, Lisboa, Portugal, 14 October 2022. ACM 2022, ISBN 978-1-4503-9499-4 [contents] - 2020
- [e1]Xinbo Gao, Patrick Le Callet, Jing Li, Zhi Li, Wen Lu, Jiachen Yang:
QoEVMA'20: Proceedings of the 1st Workshop on Quality of Experience (QoE) in Visual Multimedia Applications, Seattle, WA, USA, October 16, 2020. ACM 2020, ISBN 978-1-4503-8158-1 [contents]
Informal and Other Publications
- 2023
- [i16]Tarik Dzanic, Ketan Mittal, Dohyun Kim, Jiachen Yang, Socratis Petrides
, Brendan Keith, Robert W. Anderson:
DynAMO: Multi-agent reinforcement learning for dynamic anticipatory mesh optimization with applications to hyperbolic conservation laws. CoRR abs/2310.01695 (2023) - 2022
- [i15]Jiachen Yang, Zhuo Zhang, Yicheng Gong, Shukun Ma, Xiaolan Guo, Yue Yang, Shuai Xiao, Jiabao Wen, Yang Li, Xinbo Gao, Wen Lu, Qinggang Meng:
Do Deep Neural Networks Always Perform Better When Eating More Data? CoRR abs/2205.15187 (2022) - [i14]Jiachen Yang, Ketan Mittal, Tarik Dzanic, Socratis Petrides
, Brendan Keith, Brenden K. Petersen, Daniel M. Faissol, Robert W. Anderson:
Multi-Agent Reinforcement Learning for Adaptive Mesh Refinement. CoRR abs/2211.00801 (2022) - 2021
- [i13]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:
Reinforcement Learning for Adaptive Mesh Refinement. CoRR abs/2103.01342 (2021) - [i12]Yan Li, Lingxiao Wang, Jiachen Yang, Ethan Wang, Zhaoran Wang, Tuo Zhao, Hongyuan Zha:
Permutation Invariant Policy Optimization for Mean-Field Multi-Agent Reinforcement Learning: A Principled Approach. CoRR abs/2105.08268 (2021) - [i11]Jiachen Yang, Ethan Wang, Rakshit Trivedi, Tuo Zhao, Hongyuan Zha:
Adaptive Incentive Design with Multi-Agent Meta-Gradient Reinforcement Learning. CoRR abs/2112.10859 (2021) - 2020
- [i10]Jiachen Yang, Ang Li, Mehrdad Farajtabar, Peter Sunehag, Edward Hughes, Hongyuan Zha:
Learning to Incentivize Other Learning Agents. CoRR abs/2006.06051 (2020) - [i9]Rakshit Trivedi, Jiachen Yang, Hongyuan Zha:
GraphOpt: Learning Optimization Models of Graph Formation. CoRR abs/2007.03619 (2020) - 2019
- [i8]Zhi Zhang, Jiachen Yang, Hongyuan Zha:
Integrating independent and centralized multi-agent reinforcement learning for traffic signal network optimization. CoRR abs/1909.10651 (2019) - [i7]Jiachen Yang, Brenden K. Petersen, Hongyuan Zha, Daniel M. Faissol:
Single Episode Policy Transfer in Reinforcement Learning. CoRR abs/1910.07719 (2019) - [i6]Jiachen Yang, Igor Borovikov, Hongyuan Zha:
Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill Discovery. CoRR abs/1912.03558 (2019) - 2018
- [i5]Brenden K. Petersen, Jiachen Yang, Will S. Grathwohl, Chase Cockrell, Claudio Santiago, Gary An, Daniel M. Faissol:
Precision medicine as a control problem: Using simulation and deep reinforcement learning to discover adaptive, personalized multi-cytokine therapy for sepsis. CoRR abs/1802.10440 (2018) - [i4]Jiachen Yang, Alireza Nakhaei, David Isele, Hongyuan Zha, Kikuo Fujimura:
CM3: Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning. CoRR abs/1809.05188 (2018) - 2017
- [i3]Mehrdad Farajtabar, Jiachen Yang, Xiaojing Ye, Huan Xu, Rakshit Trivedi, Elias Boutros Khalil, Shuang Li, Le Song, Hongyuan Zha:
Fake News Mitigation via Point Process Based Intervention. CoRR abs/1703.07823 (2017) - [i2]Jiachen Yang, Xiaojing Ye, Rakshit Trivedi, Huan Xu, Hongyuan Zha:
Deep Mean Field Games for Learning Optimal Behavior Policy of Large Populations. CoRR abs/1711.03156 (2017) - 2015
- [i1]Jiachen Yang, Zhiyong Ding, Fei Guo, Huogen Wang, Nick Hughes:
A novel multivariate performance optimization method based on sparse coding and hyper-predictor learning. CoRR abs/1507.08847 (2015)
Coauthor Index
aka: Zhihan Lv
aka: Houbing Herbert Song
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