RevGNN: Negative Sampling Enhanced Contrastive Graph Learning for Academic Reviewer Recommendation. - Liao, Weibin; Zhu, Yifan; Li, Yanyan; Zhang, Qi; Ou, Zhonghong; Li, Xuesong (ACM Trans. Inf. Syst., 2025)

FGU3R: Fine-Grained Fusion via Unified 3D Representation for Multimodal 3D Object Detection. - Zhang, Guoxin; Song, Ziying; Liu, Lin; Ou, Zhonghong (CoRR, 2025)

Universal Actions for Enhanced Embodied Foundation Models. - Zheng, Jinliang; Li, Jianxiong; Liu, Dongxiu; Zheng, Yinan; Wang, Zhihao; Ou, Zhonghong; Liu, Yu; Liu, Jingjing; Zhang, Ya-Qin; Zhan, Xianyuan (CoRR, 2025)

TSVC:Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval. - Lyu, Shuai; Tian, Zijing; Ou, Zhonghong; Zhu, Yifan; Zhang, Xiao; Ha, Qiankun; Luo, Haoran; Song, Meina (CoRR, 2025)

SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL. - Lyu, Shuai; Luo, Haoran; Ou, Zhonghong; Zhu, Yifan; Shang, Xiaoran; Qin, Yang; Song, Meina (CoRR, 2025)

SIIR: Symmetrical Information Interaction Modeling for News Recommendation. - Ou, Zhonghong; Han, Zongzhi; Liu, Peihang; Teng, Shengyu; Song, Meina (IEEE Trans. Neural Networks Learn. Syst., 2024)

GridMask: An Efficient Scheme for Real Time Curved Scene Text Detection. - Ou, Zhonghong; Zhang, Yiqun; Yao, Siyuan; Song, Meina (2024)

RevGNN: Negative Sampling Enhanced Contrastive Graph Learning for Academic Reviewer Recommendation. - Liao, Weibin; Zhu, Yifan; Li, Yanyan; Zhang, Qi; Ou, Zhonghong; Li, Xuesong (CoRR, 2024)

AD-RCNN: Adaptive Dynamic Neural Network for Small Object Detection. - Ou, Zhonghong; Wang, Zhaofengnian; Xiao, Fenrui; Xiong, Baiqiao; Zhang, Hongxing; Song, Meina; Yan, Zheng; Hui, Pan (IEEE Internet Things J., 2023)

A knowledge distilled attention-based latent information extraction network for sequential user behavior. - Huang, Ruo; McIntyre, Shelby; Song, Meina; E, Haihong; Ou, Zhonghong (Multim. Tools Appl., 2023)

Free$\rm ^{3}$Net: Gliding Free, Orientation Free, and Anchor Free Network for Oriented Object Detection. - Ou, Zhonghong; Chen, Zhongjie; Shen, Shengyi; Fan, Lina; Yao, Siyuan; Song, Meina; Hui, Pan (IEEE Trans. Multim., 2023)

FM-IGNN: Interaction Graph Neural Network with Fine-grained Matching for Session-based Recommendation. - Han, Zongzhi; Ou, Zhonghong; Zhu, Yifan; Li, Xiaodong; Song, Meina (2023)

El-Rec: Enhanced User and News Interaction for News Recommendation. - Xin, Rui; Chen, Xi; Jiang, Dan; He, Yue; Ou, Zhonghong; Liu, Peihang; Han, Zongzhi; Song, Meina (2022)

InterCLIP: Adapting CLIP To Interactive Image Retrieval with Triplet Similarity. - Chen, Xi; Xin, Rui; Lu, Xin; Ou, Zhonghong; Lii, Shi; Tian, Zijing; Shi, Minghao; Liu, Shihui; Song, Meina (2022)

SPNet: Utilizing Subspace Projection to Achieve Feature Interaction for Click-Through Rate. - Zhang, Xu; Ou, Zhonghong; Song, Meina (2022)

Episodic Projection Network for Out-of-Distribution Detection in Few-shot Learning. - Fan, Jiawei; Ou, Zhonghong; Yu, Xie; Yang, Junwei; Wang, Shigeng; Kang, Xiaoyang; Zhang, Hongxing; Song, Meina (2022)

Redundancy Removing Aggregation Network With Distance Calibration for Video Face Recognition. - Ou, Zhonghong; Hu, Yucheng; Song, Meina; Yan, Zheng; Hui, Pan (IEEE Internet Things J., 2021)

PowerDet: Efficient and Lightweight Object Detection for Electric Power Open Scenes. - Wang, Shigeng; Ou, Zhonghong; Song, Meina (2021)

Turn-Level Recurrence Self-attention for Joint Dialogue Action Prediction and Response Generation. - Tan, Yanxin; Ou, Zhonghong; Liu, Kemeng; Shi, Yanan; Song, Meina (2020)

KGWD: Knowledge Graph Based Wide & Deep Framework for Recommendation. - Liu, Kemeng; Ou, Zhonghong; Tan, Yanxin; Zhao, Kai; Song, Meina (2020)

BMM-Net: automatic segmentation of edema in optical coherence tomography based on boundary detection and multi-scale network. - Zhang, Ruru; He, Jiawen; Shi, Shenda; E, Haihong; Ou, Zhonghong; Song, Meina (2020)

An Inclusive Finance Consortium Blockchain Platform for Secure Data Storage and Value Analysis for Small and Medium-Sized Enterprises. - Liu, Jiaxi; Liu, Peihang; Ou, Zhonghong; Zhang, Guangwei; Song, Meina (2020)

CNN Compression-Recovery Framework via Rank Allocation Decomposition With Knowledge Transfer. - Ou, Zhonghong; Liu, Yunfeng; Kong, Huihui; Song, Meina; Shao, Yingxia (IEEE Access, 2019)

FAMN: Feature Aggregation Multipath Network for Small Traffic Sign Detection. - Ou, Zhonghong; Xiao, Fenrui; Xiong, Baiqiao; Shi, Shenda; Song, Meina (IEEE Access, 2019)

A Real-Time Update Approach for Visualizing Multidimensional Big Data. - E, Haihong; Kong, Huihui; Liu, Yunfeng; Song, Meina; Ou, Zhonghong (2019)

Computer-Aided Diagnosis of Ophthalmic Diseases Using OCT Based on Deep Learning: A Review. - Zhang, Ruru; He, Jiawen; Shi, Shenda; Kang, Xiaoyang; Chai, Wenjun; Lu, Meng; Liu, Yu; E, Haihong; Ou, Zhonghong; Song, Meina (2019)

Session-based Recommendation with Context-Aware Attention Network. - Wu, Jinsheng; Ou, Zhonghong; Song, Meina (2019)

A Crowdsourcing Repeated Annotations System for Visual Object Detection. - Hu, Yucheng; Ou, Zhonghong; Xu, Xiangyu; Song, Meina (2019)

Is cloud storage ready? Performance comparison of representative IP-based storage systems. - Ou, Zhonghong; Song, Meina; Hwang, Zhen-Huan; Ylä-Jääski, Antti; Wang, Ren; Cui, Yong; Hui, Pan (J. Syst. Softw., 2018)

RAPL in Action: Experiences in Using RAPL for Power Measurements. - Khan, Kashif Nizam; Hirki, Mikael; Niemi, Tapio; Nurminen, Jukka K.; Ou, Zhonghong (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018)

Statistics-based CRM approach via time series segmenting RFM on large scale data. - Song, Meina; Zhao, Xuejun; E, Haihong; Ou, Zhonghong (Knowl. Based Syst., 2017)

Exploring Vision-Based Techniques for Outdoor Positioning Systems: A Feasibility Study. - Song, Meina; Ou, Zhonghong; Castellanos, Eduardo; Ylipiha, Tuomas; Kämäräinen, Teemu; Siekkinen, Matti; Ylä-Jääski, Antti; Hui, Pan (IEEE Trans. Mob. Comput., 2017)

Understanding I/O Performance Behaviors of Cloud Storage from a Client's Perspective. - Hou, Binbing; Chen, Feng; Ou, Zhonghong; Wang, Ren; Mesnier, Michael P. (ACM Trans. Storage, 2017)

A CNN-Based Supermarket Auto-Counting System. - Ou, Zhonghong; Lin, Changwei; Song, Meina; E, Haihong (2017)

Research and Implementation of Question Classification Model in Q&A System. - E, Haihong; Hu, Yingxi; Song, Meina; Ou, Zhonghong; Wang, Xinrui (2017)

Multipath Transmission for the Internet: A Survey. - Li, Ming; Lukyanenko, Andrey; Ou, Zhonghong; Ylä-Jääski, Antti; Tarkoma, Sasu; Coudron, Matthieu; Secci, Stefano (IEEE Commun. Surv. Tutorials, 2016)

How much power does your server consume? Estimating wall socket power using RAPL measurements. - Khan, Kashif Nizam; Ou, Zhonghong; Hirki, Mikael; Nurminen, Jukka K.; Niemi, Tapio (Comput. Sci. Res. Dev., 2016)

Throughput Optimization via Association Control in Wireless LANs. - Tang, Heyi; Yang, Liu; Dong, Jiang; Ou, Zhonghong; Cui, Yong; Wu, Jianping (Mob. Networks Appl., 2016)

Performance Comparison and Analysis of Yarn's Schedulers with Stress Cases. - Li, Bo; Song, Meina; Ou, Zhonghong; E, Haihong (2016)

PowerShark: IEEE 802.15.4 Mote Activity Analysis Using Power Traces and Neural Networks. - Looga, Vilen; Ou, Zhonghong; Deng, Yang; Ylä-Jääski, Antti (2016)

The 7th international workshop on hot topics in planet-scale measurement (HotPlanet '16). - Hui, Pan; Ou, Zhonghong; Zhang, Yanyong; Striegel, Aaron D. (2016)

Energy efficiency of large scale graph processing platforms. - Khan, Kashif Nizam; Hoque, Mohammad Ashraful; Niemi, Tapio; Ou, Zhonghong; Nurminen, Jukka K. (2016)

Indoor Tracking Using Crowdsourced Maps. - Dong, Jiang; Xiao, Yu; Ou, Zhonghong; Cui, Yong; Ylä-Jääski, Antti (2016)

A Recommender System Model based on Commodity-Purchase-Cycle Classification. - Song, Meina; Zhou, Xue; E, Haihong; Ou, Zhonghong (2016)

Understanding I/O performance behaviors of cloud storage from a client's perspective. - Hou, Binbing; Chen, Feng; Ou, Zhonghong; Wang, Ren; Mesnier, Michael P. (2016)

Statistic-based CRM approach via time series segmenting RFM on large scale data. - Song, Meina; Zhao, Xuejun; E, Haihong; Ou, Zhonghong (2016)

Utilize Signal Traces from Others? A Crowdsourcing Perspective of Energy Saving in Cellular Data Communication. - Ou, Zhonghong; Dong, Jiang; Dong, Shichao; Wu, Jun; Ylä-Jääski, Antti; Hui, Pan; Wang, Ren; Min, Alexander W. (IEEE Trans. Mob. Comput., 2015)

Energy Profiling Using IgProf. - Khan, Kashif Nizam; Nyback, Filip; Ou, Zhonghong; Nurminen, Jukka K.; Niemi, Tapio; Eulisse, Giulio; Elmer, Peter; Abdurachmanov, David (2015)

Adaptive Packet Size Control for Bulk Data Transmission in IPv6 over Networks of Resource Constrained Nodes. - Deng, Yang; Ou, Zhonghong; Ylä-Jääski, Antti (2015)

Utilizing internet photos for indoor mapping and localization - opportunities and challenges. - Dong, Jiang; Xiao, Yu; Ou, Zhonghong; Ylä-Jääski, Antti (2015)

The great expectations of smartphone traffic scheduling. - Looga, Vilen; Ou, Zhonghong; Xiao, Yu; Ylä-Jääski, Antti (2015)

iMoon: Using Smartphones for Image-based Indoor Navigation. - Dong, Jiang; Xiao, Yu; Noreikis, Marius; Ou, Zhonghong; Ylä-Jääski, Antti (2015)

Demo: iMoon: Using Smartphones for Image-based Indoor Navigation. - Dong, Jiang; Xiao, Yu; Noreikis, Marius; Ou, Zhonghong; Ylä-Jääski, Antti (2015)

Is Cloud Storage Ready? A Comprehensive Study of IP-Based Storage Systems. - Ou, Zhonghong; Hwang, Zhen-Huan; Chen, Feng; Wang, Ren; Ylä-Jääski, Antti (2015)

Big-Little-Cell Based "Handprint" Positioning System. - Ou, Zhonghong; Wu, Jun; Ylä-Jääski, Antti (2015)

Remote inference energy model for Internet of Things devices. - Looga, Vilen; Ou, Zhonghong; Deng, Yang; Ylä-Jääski, Antti (2015)

Techniques and tools for measuring energy efficiency of scientific software applications. - Abdurachmanov, David; Elmer, Peter; Eulisse, Giulio; Knight, Robert; Niemi, Tapio; Nurminen, Jukka K.; Nyback, Filip; Pestana, Goncalo; Ou, Zhonghong; Khan, Kashif Nizam (CoRR, 2014)

Is the Same Instance Type Created Equal? Exploiting Heterogeneity of Public Clouds. - Ou, Zhonghong; Zhuang, Hao; Lukyanenko, Andrey; Nurminen, Jukka K.; Hui, Pan; Mazalov, Vladimir V.; Ylä-Jääski, Antti (IEEE Trans. Cloud Comput., 2013)

Impact of Instance Seeking Strategies on Resource Allocation in Cloud Data Centers. - Zhuang, Hao; Liu, Xin; Ou, Zhonghong; Aberer, Karl (2013)

Mobile hotspots cooperation towards better energy efficiency. - Dong, Jiang; Ou, Zhonghong; Ylä-Jääski, Antti; Cui, Yong (2013)

Distributed Resource Discovery in the Machine-to-Machine Applications. - Liu, Meirong; Leppänen, Teemu; Harjula, Erkki; Ou, Zhonghong; Ylianttila, Mika; Ojala, Timo (2013)

Characterize energy impact of concurrent network-intensive applications on mobile platforms. - Ou, Zhonghong; Dong, Shichao; Dong, Jiang; Nurminen, Jukka K.; Ylä-Jääski, Antti; Wang, Ren (2013)

Distributed resource directory architecture in Machine-to-Machine communications. - Liu, Meirong; Leppänen, Teemu; Harjula, Erkki; Ou, Zhonghong; Ramalingam, Archana; Ylianttila, Mika; Ojala, Timo (2013)

Energy- and Cost-Efficiency Analysis of ARM-Based Clusters. - Ou, Zhonghong; Pang, Bo; Deng, Yang; Nurminen, Jukka K.; Ylä-Jääski, Antti; Hui, Pan (2012)

Anatomy of the connecting architecture of Internet of Things. - Deng, Yang; Ou, Zhonghong; Komu, Miika; Looga, Vilen; Ylä-Jääski, Antti (2012)

MAMMOTH: A massive-scale emulation platform for Internet of Things. - Looga, Vilen; Ou, Zhonghong; Deng, Yang; Ylä-Jääski, Antti (2012)

Exploiting Hardware Heterogeneity within the Same Instance Type of Amazon EC2. - Ou, Zhonghong; Zhuang, Hao; Nurminen, Jukka K.; Ylä-Jääski, Antti; Hui, Pan (2012)

A Service Adaptation Middleware for Delay Tolerant Network based on HTTP Simple Queue Service. - Zhuang, Hao; Ntareme, Hervé; Ou, Zhonghong; Pehrson, Björn (2012)

Exploiting traffic scheduling mechanisms to reduce transmission cost on mobile devices. - Looga, Vilen; Xiao, Yu; Ou, Zhonghong; Ylä-Jääski, Antti (2012)

Super-peer-based coordinated service provision. - Liu, Meirong; Koskela, Timo; Ou, Zhonghong; Zhou, Jiehan; Riekki, Jukka; Ylianttila, Mika (J. Netw. Comput. Appl., 2011)

Impact of packet forwarding during Inter-eNodeB handover via X2 interface. - Bhebhe, Leo; Ou, Zhonghong (2011)

Performance evaluation of a Kademlia-based communication-oriented P2P system under churn. - Ou, Zhonghong; Harjula, Erkki; Kassinen, Otso; Ylianttila, Mika (Comput. Networks, 2010)

GTPP: General Truncated Pyramid Peer-to-Peer Architecture over Structured DHT Networks. - Ou, Zhonghong; Harjula, Erkki; Koskela, Timo; Ylianttila, Mika (Mob. Networks Appl., 2010)

Digital Television for Mobile Devices. - Zhou, Jiehan; Ou, Zhonghong; Rautiainen, Mika; Koskela, Timo; Ylianttila, Mika (IEEE Multim., 2009)

Truncated Pyramid Peer-to-Peer Architecture with Vertical Tunneling Model. - Ou, Zhonghong; Zhou, Jiehan; Harjula, Erkki; Ylianttila, Mika (2009)

Feasibility evaluation of a communication-oriented P2P system in mobile environments. - Ou, Zhonghong; Harjula, Erkki; Kassinen, Otso; Ylianttila, Mika (2009)

Effects of different churn models on the performance of structured peer-to-peer networks. - Ou, Zhonghong; Harjula, Erkki; Ylianttila, Mika (2009)

A Novel Process Migration Method for MPI Applications. - Liu, Tiantian; Ma, Zhong; Ou, Zhonghong (2009)

Layered Peer-to-Peer Architecture for Mobile Web Services via Converged Cellular and Ad Hoc Networks. - Ou, Zhonghong; Song, Meina; Chen, Hui; Song, Junde (2008)

Peer-to-peer community management using structured overlay networks. - Koskela, Timo; Kassinen, Otso; Korhonen, Jari; Ou, Zhonghong; Ylianttila, Mika (2008)

GTPP: general truncated pyramid architecture over P2PSIP networks. - Ou, Zhonghong; Harjula, Erkki; Ylianttila, Mika (2008)

Effects of peer-to-peer overlay parameters on mobile battery duration and resource lookup efficiency. - Kassinen, Otso; Ou, Zhonghong; Ylianttila, Mika; Harjula, Erkki (2008)

P2P SCCM: Service-Oriented Community Coordinated Multimedia over P2P. - Zhou, Jiehan; Ou, Zhonghong; Rautiainen, Mika; Ylianttila, Mika (2008)

Research on Architecture and Design Principles of COTS Components Based Generic Fault-Tolerant Computer. - Ou, Zhonghong; Yuan, Youguang; Zhao, Xiaoyong (2005)