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Hao Ren
ORCID
Publication Activity (10 Years)
Years Active: 2006-2024
Publications (10 Years): 130
Top Topics
Neural Network
Top Venues
CoRR
NEMS
Complex.
Sensors
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Publications
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Hao Ren
,
Bin Jiang
,
Yajie Ma
Zero-Sum Differential Game-Based Fault-Tolerant Control for a Class of Affine Nonlinear Systems.
IEEE Trans. Cybern.
54 (2) (2024)
Hao Ren
,
Yanhui Li
,
Lin Chen
,
Yuming Zhou
,
Changhai Nie
Why and how bug blocking relations are breakable: An empirical study on breakable blocking bugs.
Inf. Softw. Technol.
166 (2024)
Hao Ren
,
Chunhua Yang
,
Bei Sun
,
Xiaojun Liang
,
Weihua Gui
Knowledge-Data-Based Synchronization States Analysis for Process Monitoring and Its Application to Hydrometallurgical Zinc Purification Process.
IEEE Trans. Ind. Informatics
20 (1) (2024)
Hao Ren
,
Fengshi Jing
,
Zhurong Chen
,
Shan He
,
Jiandong Zhou
,
Le Liu
,
Ran Jing
,
Wanmin Lian
,
Junzhang Tian
,
Qingpeng Zhang
,
Zhongzhi Xu
,
Weibin Cheng
CheXMed: A multimodal learning algorithm for pneumonia detection in the elderly.
Inf. Sci.
654 (2024)
Xinyuan Wang
,
Xiang He
,
Hao Ren
Advanced FEC for 200 Gb/s Transceiver in 800 GbE and 1.6 TbE Standard.
IEEE Commun. Stand. Mag.
7 (3) (2023)
Xuchun Wang
,
Hao Ren
,
Jiahui Ren
,
Wenzhu Song
,
Yuchao Qiao
,
Zeping Ren
,
Ying Zhao
,
Liqin Linghu
,
Yu Cui
,
Zhiyang Zhao
,
Limin Chen
,
Lixia Qiu
Machine learning-enabled risk prediction of chronic obstructive pulmonary disease with unbalanced data.
Comput. Methods Programs Biomed.
230 (2023)
Hao Ren
,
Da Lei
,
Zhongxing Wang
,
Chang-Min Fu
A Mesh Mapping-Based Cooperative Inversion Strategy for Airborne Transient Electromagnetic and Magnetic Methods.
Remote. Sens.
15 (1) (2023)
Cunnian Gao
,
Hao Ren
,
Wei Cui
,
Xiaojun Liang
,
Chunhua Yang
,
Weihua Gui
,
Bei Sun
,
Keke Huang
An Ontology for Industrial Intelligent Model Library and Its Distributed Computing Application.
ICONIP (11)
(2023)
Hao Ren
Sports video athlete detection based on deep learning.
Neural Comput. Appl.
35 (6) (2023)
Hao Ren
,
Mingliang Ma
,
Xiaowei Zhang
,
Yulu Cao
,
Changhai Nie
Effective Recommendation of Cross-Project Correlated Issues based on Issue Metrics.
Internetware
(2023)
Xianzheng Lu
,
Hao Ren
An One-port A2 Mode AlN Lamb Wave Resonator Based on SOI Substrate.
NEMS
(2023)
Hao Ren
,
Mingwei Wang
,
Wenpeng Li
,
Chen Liu
,
Mengli Zhang
Adaptive Patchwork: Real-Time Ground Segmentation for 3D Point Cloud With Adaptive Partitioning and Spatial-Temporal Context.
IEEE Robotics Autom. Lett.
8 (11) (2023)
Yajie Ma
,
Qingyuan Meng
,
Bin Jiang
,
Hao Ren
Fault-tolerant control for second-order nonlinear systems with actuator faults via zero-sum differential game.
Eng. Appl. Artif. Intell.
123 (Part B) (2023)
Hang Yu
,
Yajie Ma
,
Bin Jiang
,
Hao Ren
Minimum Eigenvalue Based Fault-Tolerant Adaptive 6-DOF Control for Spacecraft.
SAFEPROCESS
(2023)
Ren Li
,
Qiao Xiao
,
Jianxi Yang
,
Hao Ren
,
Yu Chen
Few-Shot Relation Extraction via the Entity Feature Enhancement and Attention-Based Prototypical Network.
Int. J. Intell. Syst.
2023 (2023)
Hao Ren
,
Xingsong Liu
,
Junjian Huang
,
Ru Wan
,
Jian Pu
,
Hong Lu
Instance-Aware Diffusion Implicit Process for Box-Based Instance Segmentation.
ECAI
(2023)
Liu Yang
,
Tieshan Zhang
,
Han Huang
,
Hao Ren
,
Wanfeng Shang
,
Yajing Shen
An On-Wall-Rotating Strategy for Effective Upstream Motion of Untethered Millirobot: Principle, Design, and Demonstration.
IEEE Trans. Robotics
39 (3) (2023)
Xing Wang
,
Ling Wang
,
Chenxin Dong
,
Hao Ren
,
Ke Xing
An Online Deep Reinforcement Learning-Based Order Recommendation Framework for Rider-Centered Food Delivery System.
IEEE Trans. Intell. Transp. Syst.
24 (5) (2023)
Hao Ren
,
Wu Ran
,
Xingson Liu
,
Haoran Ren
,
Hong Lu
,
Rui Zhang
,
Cheng Jin
Weakly-supervised Temporal Action Localization with Adaptive Clustering and Refining Network.
ICME
(2023)
Haoran Ren
,
Hao Ren
,
Hong Lu
,
Cheng Jin
Weakly-Supervised Temporal Action Localization with Regional Similarity Consistency.
MMM (1)
(2023)
Hao Ren
,
Ziqiang Zheng
,
Yang Wu
,
Hong Lu
,
Yang Yang
,
Ying Shan
,
Sai-Kit Yeung
ACNet: Approaching-and-Centralizing Network for Zero-Shot Sketch-Based Image Retrieval.
IEEE Trans. Circuits Syst. Video Technol.
33 (9) (2023)
Boqian Ma
,
Hao Ren
,
Jiaojiao Jiang
Influence Robustness of Nodes in Multiplex Networks against Attacks.
CoRR
(2023)
Xing Wang
,
Ling Wang
,
Shengyao Wang
,
Jize Pan
,
Hao Ren
,
Jie Zheng
Recommending-and-Grabbing: A Crowdsourcing-Based Order Allocation Pattern for On-Demand Food Delivery.
IEEE Trans. Intell. Transp. Syst.
24 (1) (2023)
Da Lei
,
Hao Ren
,
Chang-Min Fu
,
Zhongxing Wang
,
Qihui Zhen
Computation of Analytical Derivatives for Airborne TEM Inversion Using a Cole-Cole Parameterization Based on the Current Waveform of the Transmitter.
Sensors
23 (1) (2023)
Zihao Zhao
,
Chuan Hu
,
Zhihong Shen
,
Along Mao
,
Hao Ren
A Key-Value Based Approach to Scalable Graph Database.
DEXA (1)
(2023)
Hao Ren
,
Shoudong Han
,
Huilin Ding
,
Ziwen Zhang
,
Hongwei Wang
,
Faquan Wang
Focus On Details: Online Multi-object Tracking with Diverse Fine-grained Representation.
CoRR
(2023)
Boyang Ma
,
Hui Xu
,
Xinru Wu
,
Wenyan Zhu
,
Xinjun Han
,
Jiahui Jiang
,
Yuxin Wang
,
Dawei Yang
,
Hao Ren
,
Zhenghan Yang
Evaluation of liver function using Gd-EOB-DTPA-enhanced MRI with T1 mapping.
BMC Medical Imaging
23 (1) (2023)
Hao Ren
,
Ziqiang Zheng
,
Yang Wu
,
Hong Lu
DaCo: domain-agnostic contrastive learning for visual place recognition.
Appl. Intell.
53 (19) (2023)
Jun Li
,
Hao Ren
,
Huiling Chen
,
Chenyang Li
Teaching-learning guided salp swarm algorithm for global optimization tasks and feature selection.
Soft Comput.
27 (23) (2023)
Nianqi Tang
,
Yunghsiang S. Han
,
Hao Ren
On Concatenated Coding Scheme for High-Speed Ethernet.
ICACT
(2023)
Bohan Yang
,
Hao Ren
,
Tongxing Zuo
,
Zhenyu Liu
A Stream Function Smoothing Method for the Design of MRI Gradient Coils on Non-Developable Surfaces.
Sensors
23 (18) (2023)
Hao Ren
,
Zhiwen Chen
,
Xiaojun Liang
,
Chunhua Yang
,
Weihua Gui
Association Hierarchical Representation Learning for Plant-Wide Process Monitoring by Using Multilevel Knowledge Graph.
IEEE Trans. Artif. Intell.
4 (4) (2023)
Zhi-Yuan Zhang
,
Hao Ren
,
Zhenli He
,
Wei Zhou
,
Di Liu
Improving robustness of convolutional neural networks using element-wise activation scaling.
Future Gener. Comput. Syst.
149 (2023)
Hao Ren
,
Shoudong Han
,
Huilin Ding
,
Ziwen Zhang
,
Hongwei Wang
,
Faquan Wang
Focus On Details: Online Multi-Object Tracking with Diverse Fine-Grained Representation.
CVPR
(2023)
Haichao Cao
,
Hao Ren
Influence of Electrode Duty Factor on the Performance of Lamb-Wave AlN Resonators on SOI Substrate.
NEMS
(2022)
Siyang Li
,
Yu Guo
,
Hao Ren
,
Ziyi Wang
,
Keyan Ren
,
Chunsheng Liu
,
Hua Lin
,
Jianbo Shi
FCNet: A feature context network based on ensemble framework for image retrieval.
IET Comput. Vis.
16 (4) (2022)
Zhuolin Wu
,
Li Wang
,
Fangsheng Huang
,
Linjun Zhou
,
Yu Song
,
Chengpeng Ye
,
Pengyu Nie
,
Hao Ren
,
Jinghua Hao
,
Renqing He
,
Zhizhao Sun
A Framework for Multi-stage Bonus Allocation in Meal Delivery Platform.
KDD
(2022)
Hao Ren
,
Haoran Ren
,
Wu Ran
,
Hong Lu
,
Cheng Jin
Weakly-Supervised Temporal Action Localization with Multi-Head Cross-Modal Attention.
PRICAI (3)
(2022)
Haodi Zhang
,
Chenyu Xu
,
Jiahong Li
,
Peirou Liang
,
Xiangyu Zeng
,
Hao Ren
,
Weibin Cheng
,
Kaishun Wu
Explainable Pulmonary Disease Diagnosis with Prompt-Based Knowledge Extraction.
BIBM
(2022)
Devesh Bhatt
,
Hao Ren
,
Anitha Murugesan
,
Jason Biatek
,
Srivatsan Varadarajan
,
Natarajan Shankar
Requirements-Driven Model Checking and Test Generation for Comprehensive Verification.
NFM
(2022)
Fangli Mou
,
Hao Ren
,
Bin Wang
,
Dan Wu
Pose estimation and robotic insertion tasks based on YOLO and layout features.
Eng. Appl. Artif. Intell.
114 (2022)
Hao Ren
,
Chunhua Yang
,
Xiaojun Liang
,
Zhiwen Chen
,
Weihua Gui
Spatial-temporal associations representation and application for process monitoring using graph convolution neural network.
CoRR
(2022)
Haodi Zhang
,
Chenyu Xu
,
Peirou Liang
,
Ke Duan
,
Hao Ren
,
Weibin Cheng
,
Kaishun Wu
MMLN: Leveraging Domain Knowledge for Multimodal Diagnosis.
ISBRA
(2022)
Natarajan Shankar
,
Devesh Bhatt
,
Michael D. Ernst
,
Minyoung Kim
,
Srivatsan Varadarajan
,
Suzanne Millstein
,
Jorge Navas
,
Jason Biatek
,
Huascar Sanchez
,
Anitha Murugesan
,
Hao Ren
DesCert: Design for Certification.
CoRR
(2022)
Ali Baheri
,
Hao Ren
,
Benjamin Johnson
,
Pouria Razzaghi
,
Peng Wei
A Verification Framework for Certifying Learning-Based Safety-Critical Aviation Systems.
CoRR
(2022)
Jinyang Sun
,
Baisong Liu
,
Hao Ren
,
Weiming Huang
NCGAN: A neural adversarial collaborative filtering for recommender system.
J. Intell. Fuzzy Syst.
42 (4) (2022)
Jun Li
,
Hao Ren
,
Chenyang Li
,
Huiling Chen
A novel and efficient salp swarm algorithm for large-scale QoS-aware service composition selection.
Computing
104 (9) (2022)
Zhuolin Wu
,
Li Wang
,
Fangsheng Huang
,
Linjun Zhou
,
Yu Song
,
Chengpeng Ye
,
Pengyu Nie
,
Hao Ren
,
Jinghua Hao
,
Renqing He
,
Zhizhao Sun
A Framework for Multi-stage Bonus Allocation in meal delivery Platform.
CoRR
(2022)
Lei Yang
,
Jing Tian
,
Bo Wu
,
Zhongfeng Wang
,
Hao Ren
An RS-BCH Concatenated FEC Code for Beyond 400 Gb/s Networking.
ISVLSI
(2022)
Zhihao Li
,
Yunping Niu
,
Hao Ren
Impact of Aperture on the Performance of AlN Lamb Wave Resonators on SOI substrate.
NEMS
(2022)
Zhikui Chen
,
Yipeng Lv
,
Suhua Zhang
,
Hao Ren
,
Feng Wang
,
Fangming Zhong
Arbitrary-Shaped Text Detection With Watershed Segmentation Network.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
(2022)
Haodi Zhang
,
Chenyu Xu
,
Peirou Liang
,
Ke Duan
,
Hao Ren
,
Weibin Cheng
,
Kaishun Wu
MMLN: Leveraging Domain Knowledge for Multimodal Diagnosis.
CoRR
(2022)
Bingyuan Wang
,
Baisong Liu
,
Hao Ren
,
Xueyuan Zhang
,
Jiangcheng Qin
,
Qian Dong
,
Jiangbo Qian
Exploiting high-order behaviour patterns for cross-domain sequential recommendation.
Connect. Sci.
34 (1) (2022)
Hao Ren
,
Ziqiang Zheng
,
Hong Lu
Energy-Guided Feature Fusion for Zero-Shot Sketch-Based Image Retrieval.
Neural Process. Lett.
54 (6) (2022)
Pak Kin Wong
,
Tao Yan
,
Huaqiao Wang
,
In Neng Chan
,
Jiangtao Wang
,
Yang Li
,
Hao Ren
,
Chi Hong Wong
Automatic detection of multiple types of pneumonia: Open dataset and a multi-scale attention network.
Biomed. Signal Process. Control.
73 (2022)
Hao Ren
,
Hong Lu
Compositional coding capsule network with k-means routing for text classification.
Pattern Recognit. Lett.
160 (2022)
Jingfang Chen
,
Ling Wang
,
Hao Ren
,
Jize Pan
,
Shengyao Wang
,
Jie Zheng
,
Xing Wang
An Imitation Learning-Enhanced Iterated Matching Algorithm for On-Demand Food Delivery.
IEEE Trans. Intell. Transp. Syst.
23 (10) (2022)
Fengshi Jing
,
Hao Ren
,
Weibin Cheng
,
Xin Wang
,
Qingpeng Zhang
Knowledge-enhanced attentive learning for answer selection in community question answering systems.
Knowl. Based Syst.
250 (2022)
Baisong Liu
,
Xiaoling Liu
,
Hao Ren
,
Jiangbo Qian
,
YangYang Wang
Text multi-label learning method based on label-aware attention and semantic dependency.
Multim. Tools Appl.
81 (5) (2022)
Xibin Jia
,
Chen Qian
,
Zhenghan Yang
,
Hui Xu
,
Xianjun Han
,
Hao Ren
,
Xinru Wu
,
Boyang Ma
,
Dawei Yang
,
Hong Min
Boundary-Aware Dual Attention Guided Liver Segment Segmentation Model.
KSII Trans. Internet Inf. Syst.
16 (1) (2022)
Hao Ren
,
Aslan B. Wong
,
Wanmin Lian
,
Weibin Cheng
,
Ying Zhang
,
Jianwei He
,
Qingfeng Liu
,
Jiasheng Yang
,
Chen Jason Zhang
,
Kaishun Wu
,
Haodi Zhang
Interpretable Pneumonia Detection by Combining Deep Learning and Explainable Models With Multisource Data.
IEEE Access
9 (2021)
Qingyuan Meng
,
Yajie Ma
,
Bin Jiang
,
Zehui Mao
,
Hao Ren
,
Juan Wang
Fault-Tolerant Control for Spacecraft under Actuator Fault via Zero-Sum Differential Game Theory.
CAA SAFEPROCESS
(2021)
Hao Ren
,
Jun Li
,
Huiling Chen
,
Chenyang Li
Adaptive levy-assisted salp swarm algorithm: Analysis and optimization case studies.
Math. Comput. Simul.
181 (2021)
Xuchun Wang
,
Mengmeng Zhai
,
Zeping Ren
,
Hao Ren
,
Meichen Li
,
Dichen Quan
,
Limin Chen
,
Lixia Qiu
Exploratory study on classification of diabetes mellitus through a combined Random Forest Classifier.
BMC Medical Informatics Decis. Mak.
21 (1) (2021)
Aslan B. Wong
,
Xia Chen
,
Hao Ren
,
Usman Saleh Toro
,
Kaishun Wu
Toward Speech Articulation Detection through Smartphone.
UbiComp/ISWC Adjunct
(2021)
Juan Wang
,
Yajie Ma
,
Bin Jiang
,
Hao Ren
Time-Varying Formation Control for Heterogeneous Multi-Agent Systems with Actuator Faults.
CAA SAFEPROCESS
(2021)
Lei Huang
,
Hao Ren
,
Yi Chai
,
Jianfeng Qu
A fault detection method based on stacking the SAE-SRBM for nonstationary and stationary hybrid processes.
Int. J. Appl. Math. Comput. Sci.
31 (1) (2021)
Hao Ren
,
Xinyu Wu
,
Wanfeng Shang
Robotic Micromanipulation for Active Pin Alignment in Electronic Soldering Industry.
ICRA
(2021)
Hao Ren
,
Xinyu Wu
,
Wanfeng Shang
Vision-based soldering process parameters calculation for Robotic soldering.
RCAR
(2021)
Hui Xu
,
Nan Zhang
,
Da-Wei Yang
,
Ahong Ren
,
Hao Ren
,
Qian Zhang
,
Jin-Xia Zhu
,
Gui-Jin Li
,
Zhenghan Yang
Feasibility study of simultaneous multislice diffusion kurtosis imaging with different acceleration factors in the liver.
BMC Medical Imaging
21 (1) (2021)
Ren Li
,
Dong Li
,
Jianxi Yang
,
Fangyue Xiang
,
Hao Ren
,
Shixin Jiang
,
Luyi Zhang
Joint extraction of entities and relations via an entity correlated attention neural model.
Inf. Sci.
581 (2021)
Hao Ren
,
Ratnesh Kumar
,
Matthew Clark
"ReLIC: Reduced Logic Inference for Composition" for Quantifier Elimination based Compositional Reasoning and Verification.
CoRR
(2021)
Qiu Tang
,
Benqi Li
,
Yi Chai
,
Jianfeng Qu
,
Hao Ren
Improved sparse representation based on local preserving projection for the fault diagnosis of multivariable system.
Sci. China Inf. Sci.
64 (2) (2021)
Chenyang Li
,
Jun Li
,
Huiling Chen
,
Ming Jin
,
Hao Ren
Enhanced Harris hawks optimization with multi-strategy for global optimization tasks.
Expert Syst. Appl.
185 (2021)
Hao Ren
,
Zhiwen Chen
,
Zhaohui Jiang
,
Chunhua Yang
,
Weihua Gui
An Industrial Multilevel Knowledge Graph-Based Local-Global Monitoring for Plant-Wide Processes.
IEEE Trans. Instrum. Meas.
70 (2021)
Daqing Chen
,
Laureta Hajderanj
,
Sarah Mallet
,
Pierre Camenen
,
Bo Li
,
Hao Ren
,
Erlong Zhao
Deep Learning Causal Attributions of Breast Cancer.
SAI (3)
(2021)
Yajie Ma
,
Hao Ren
,
Gang Tao
,
Bin Jiang
Adaptive Compensation for Actuation Sign Faults of Flexible Spacecraft.
IEEE Trans. Aerosp. Electron. Syst.
57 (2) (2021)
Hao Ren
,
Ziqiang Zheng
,
Yang Wu
,
Hong Lu
,
Yang Yang
,
Sai-Kit Yeung
ACNet: Approaching-and-Centralizing Network for Zero-Shot Sketch-Based Image Retrieval.
CoRR
(2021)
Jie Zhen
,
Zhuopin Guo
,
Yiying Qu
,
Hao Ren
The Relationship between Intellectual Property Risk and Stability of Asymmetric Research and Development Alliance.
Complex.
2021 (2021)
Junqiang Li
,
Hao Ren
,
Changcheng Zhang
,
Qingxia Li
,
Kaifeng Duan
Substantive Innovation or Strategic Innovation? Research on Multiplayer Stochastic Evolutionary Game Model and Simulation.
Complex.
2020 (2020)
Jianji Ren
,
Tingting Hou
,
Haichao Wang
,
Hao Ren
,
Xiao-hong Zhang
Increasing network throughput based on dynamic caching policy at wireless access points.
Wirel. Networks
26 (3) (2020)
Zeping Wang
,
Jianfeng Qu
,
Xiaoyu Fang
,
Hao Li
,
Ting Zhong
,
Hao Ren
Prediction of early stabilization time of electrolytic capacitor based on ARIMA-Bi_LSTM hybrid model.
Neurocomputing
403 (2020)
Guowen Xu
,
Hongwei Li
,
Shengmin Xu
,
Hao Ren
,
Yinghui Zhang
,
Jianfei Sun
,
Robert H. Deng
Catch You If You Deceive Me: Verifiable and Privacy-Aware Truth Discovery in Crowdsensing Systems.
AsiaCCS
(2020)
Hao Ren
,
Weimin Wang
,
Haichao Cao
,
Sitao Fei
,
Yunping Niu
,
Zhihao Li
Scaling Effect Induced Rapid Quenching Improves the Performance of Microfabricated Electrostatic Micromirrors.
NEMS
(2020)
Sitao Fei
,
Hao Ren
A Contour Mode AIN Piezoelectric Resonator based on SOI Substrate.
NEMS
(2020)
Zhuopin Guo
,
Jie Zhen
,
Yiying Qu
,
Hao Ren
The Possibility of China's Industrial Park Management Committee to Promote Interenterprise Cooperative Innovation in the Park: A Trilateral Evolutionary Game Perspective.
Complex.
2020 (2020)
Hao Ren
,
Wanfeng Shang
,
Niannian Li
,
Xinyu Wu
Muiti-objective Gait Optimizntion of Lower-limb Exoskeleton Robot.
RCAR
(2020)
Alaa T. Al Ghazo
,
Mariam Ibrahim
,
Hao Ren
,
Ratnesh Kumar
A2G2V: Automatic Attack Graph Generation and Visualization and Its Applications to Computer and SCADA Networks.
IEEE Trans. Syst. Man Cybern. Syst.
50 (10) (2020)
Guowen Xu
,
Hongwei Li
,
Hao Ren
,
Jianfei Sun
,
Shengmin Xu
,
Jianting Ning
,
Haomiao Yang
,
Kan Yang
,
Robert H. Deng
Secure and Verifiable Inference in Deep Neural Networks.
ACSAC
(2020)
Wanfeng Shang
,
Hao Ren
,
Mingjian Zhu
,
Tiantian Xu
,
Xinyu Wu
Dual Rotating Microsphere Using Robotic Feedforward Compensation Control of Cooperative Flexible Micropipettes.
IEEE Trans Autom. Sci. Eng.
17 (4) (2020)
Hao Ren
,
Yanhui Li
,
Lin Chen
An Empirical Study on Critical Blocking Bugs.
ICPC
(2020)
Lei Huang
,
Yiming Wang
,
Jianfeng Qu
,
Hao Ren
A Fault Diagnosis Methodology Based on Non-Stationary Monitoring Signals by Extracting Features With Unknown Probability Distribution.
IEEE Access
8 (2020)
Xiao-Guang Gao
,
Zhi-gao Guo
,
Hao Ren
,
Yu Yang
,
Da-Qing Chen
,
Chu-Chao He
Learning Bayesian network parameters via minimax algorithm.
Int. J. Approx. Reason.
108 (2019)
Hao Ren
,
Ratnesh Kumar
,
Matthew A. Clark
"ReLIC: Reduced Logic Inference for Composition" for Quantifier Elimination based Compositional Reasoning.
ICINCO (1)
(2019)
Hao Ren
,
Sai Krishnan Chandrasekar
,
Anitha Murugesan
Using Quantifier Elimination to Enhance the Safety Assurance of Deep Neural Networks.
CoRR
(2019)
Hao Ren
,
Hongwei Li
,
Dongxiao Liu
,
Xuemin Sherman Shen
Toward Efficient and Secure Deep Packet Inspection for Outsourced Middlebox.
ICC
(2019)
Hao Ren
,
Jianlin Su
,
Hong Lu
Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification.
CoRR
(2019)
Hao Ren
,
Dong Wang
TRRS: Temporal Recurrent Recommender System based on Time-sync Comments.
ICMLSC
(2019)
Hao Ren
,
Nan Li
,
Yi Chai
,
Jianfeng Qu
,
Qiu Tang
,
Lei Huang
The input pattern problem on deep learning applied to signal analysis and processing to achieve fault diagnosis.
Sci. China Inf. Sci.
62 (12) (2019)
Guowen Xu
,
Hongwei Li
,
Hao Ren
,
Kan Yang
,
Robert H. Deng
Data Security Issues in Deep Learning: Attacks, Countermeasures, and Opportunities.
IEEE Commun. Mag.
57 (11) (2019)