Yang Zhou

ORCID

Publication Activity (10 Years)

Years Active: 2005-2025
Publications (10 Years): 71

Top Venues

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Qihao Cheng, Da Yan, Tianhao Wu, Lyuheng Yuan, Ji Cheng, Zhongyi Huang, Yang Zhou
Efficient Enumeration of Large Maximal k-Plexes. EDBT (2025)
Huan Rong, Xin Yu, Tinghuai Ma, Victor S. Sheng, Yang Zhou, Mznah Al-Rodhaan
Three-stage Transferable and Generative Crowdsourced Comment Integration Framework Based on Zero- and Few-shot Learning with Domain Distribution Alignment. ACM Trans. Knowl. Discov. Data 18 (3) (2024)
Qihao Cheng, Da Yan, Tianhao Wu, Lyuheng Yuan, Ji Cheng, Zhongyi Huang, Yang Zhou
Efficient Enumeration of Large Maximal k-Plexes. CoRR (2024)
Lyuheng Yuan, Da Yan, Jiao Han, Akhlaque Ahmad, Yang Zhou, Zhe Jiang
Faster Depth-First Subgraph Matching on GPUs. ICDE (2024)
Ji Liu, Tianshi Che, Yang Zhou, Ruoming Jin, Huaiyu Dai, Dejing Dou, Patrick Valduriez
AEDFL: Efficient Asynchronous Decentralized Federated Learning with Heterogeneous Devices. SDM (2024)
Mirza Tanzim Sami, Da Yan, Saugat Adhikari, Lyuheng Yuan, Jiao Han, Zhe Jiang, Jalal Khalil, Yang Zhou
EvaNet: Elevation-Guided Flood Extent Mapping on Earth Imagery. CoRR (2024)
Bohan Liu, Zijie Zhang, Peixiong He, Zhensen Wang, Yang Xiao, Ruimeng Ye, Yang Zhou, Wei-Shinn Ku, Bo Hui
A Survey of Lottery Ticket Hypothesis. CoRR (2024)
Ji Liu, Juncheng Jia, Tianshi Che, Chao Huo, Jiaxiang Ren, Yang Zhou, Huaiyu Dai, Dejing Dou
FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update. AAAI (2024)
Zelin Xu, Tingsong Xiao, Wenchong He, Yu Wang, Zhe Jiang, Shigang Chen, Yiqun Xie, Xiaowei Jia, Da Yan, Yang Zhou
Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery. AAAI (2024)
Jalal Khalil, Da Yan, Lyuheng Yuan, Jiao Han, Saugat Adhikari, Cheng Long, Yang Zhou
FSM-Explorer: An Interactive Tool for Frequent Subgraph Pattern Mining From a Big Graph. ICDE (2024)
Zhuo Chen, Zhe Liu, Yang Zhou
Analyzing the blockchain mining strategy in Industrial Internet of Things: A game theoretical approach. Future Gener. Comput. Syst. 159 (2024)
Lyuheng Yuan, Akhlaque Ahmad, Da Yan, Jiao Han, Saugat Adhikari, Xiaodong Yu, Yang Zhou
-AIMD: A Memory-Efficient Subgraph-Centric Framework for Efficient Subgraph Finding on GPUs. ICDE (2024)
Jiaxiang Ren, Yang Zhou, Jiayin Jin, Lingjuan Lyu, Da Yan
Dimension-independent Certified Neural Network Watermarks via Mollifier Smoothing. ICML (2023)
Huan Rong, Victor S. Sheng, Tinghuai Ma, Yang Zhou, Mznah Al-Rodhaan
A Self-play and Sentiment-Emphasized Comment Integration Framework Based on Deep Q-Learning in a Crowdsourcing Scenario : Extended Abstract. ICDE (2023)
Tianshi Che, Ji Liu, Yang Zhou, Jiaxiang Ren, Jiwen Zhou, Victor S. Sheng, Huaiyu Dai, Dejing Dou
Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization. EMNLP (2023)
Tianshi Che, Ji Liu, Yang Zhou, Jiaxiang Ren, Jiwen Zhou, Victor S. Sheng, Huaiyu Dai, Dejing Dou
Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization. CoRR (2023)
Zhuo Chen, Chuan Zhou, Yang Zhou
A hierarchical federated learning model with adaptive model parameter aggregation. Comput. Sci. Inf. Syst. 20 (3) (2023)
Zhuo Chen, Xiaoxiang Tan, Zhiyuan Zhou, Yang Zhou
A Channel Aggregation Based Dynamic Pruning Method in Federated Learning. GLOBECOM (2023)
Junyuan Hong, Zhuangdi Zhu, Lingjuan Lyu, Yang Zhou, Vishnu Naresh Boddeti, Jiayu Zhou
International Workshop on Federated Learning for Distributed Data Mining. KDD (2023)
Ji Liu, Tianshi Che, Yang Zhou, Ruoming Jin, Huaiyu Dai, Dejing Dou, Patrick Valduriez
AEDFL: Efficient Asynchronous Decentralized Federated Learning with Heterogeneous Devices. CoRR (2023)
Tianshi Che, Yang Zhou, Zijie Zhang, Lingjuan Lyu, Ji Liu, Da Yan, Dejing Dou, Jun Huan
Fast Federated Machine Unlearning with Nonlinear Functional Theory. ICML (2023)
Ji Liu, Juncheng Jia, Beichen Ma, Chendi Zhou, Jingbo Zhou, Yang Zhou, Huaiyu Dai, Dejing Dou
Multi-Job Intelligent Scheduling With Cross-Device Federated Learning. IEEE Trans. Parallel Distributed Syst. 34 (2) (2023)
Jiayin Jin, Zeru Zhang, Yang Zhou, Lingfei Wu
Input-agnostic Certified Group Fairness via Gaussian Parameter Smoothing. ICML (2022)
Jiayin Jin, Jiaxiang Ren, Yang Zhou, Lingjuan Lyu, Ji Liu, Dejing Dou
Accelerated Federated Learning with Decoupled Adaptive Optimization. CoRR (2022)
Chendi Zhou, Ji Liu, Juncheng Jia, Jingbo Zhou, Yang Zhou, Huaiyu Dai, Dejing Dou
Efficient Device Scheduling with Multi-Job Federated Learning. AAAI (2022)
Jiayin Jin, Jiaxiang Ren, Yang Zhou, Lingjuan Lyu, Ji Liu, Dejing Dou
Accelerated Federated Learning with Decoupled Adaptive Optimization. ICML (2022)
Jiayin Jin, Zeru Zhang, Yang Zhou, Lingfei Wu
Input-agnostic Certified Group Fairness via Gaussian Parameter Smoothing. CoRR (2022)
Hong Zhang, Ji Liu, Juncheng Jia, Yang Zhou, Huaiyu Dai, Dejing Dou
FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server. CoRR (2022)
Wenchong He, Zhe Jiang, Marcus Kriby, Yiqun Xie, Xiaowei Jia, Da Yan, Yang Zhou
Quantifying and Reducing Registration Uncertainty of Spatial Vector Labels on Earth Imagery. KDD (2022)
Yang Zhou, Jiaxiang Ren, Ruoming Jin, Zijie Zhang, Jingyi Zheng, Zhe Jiang, Da Yan, Dejing Dou
Unsupervised Adversarial Network Alignment with Reinforcement Learning. ACM Trans. Knowl. Discov. Data 16 (3) (2022)
Ji Liu, Jizhou Huang, Yang Zhou, Xuhong Li, Shilei Ji, Haoyi Xiong, Dejing Dou
From distributed machine learning to federated learning: a survey. Knowl. Inf. Syst. 64 (4) (2022)
Da Yan, Wenwen Qu, Guimu Guo, Xiaoling Wang, Yang Zhou
PrefixFPM: a parallel framework for general-purpose mining of frequent and closed patterns. VLDB J. 31 (2) (2022)
Ji Liu, Juncheng Jia, Beichen Ma, Chendi Zhou, Jingbo Zhou, Yang Zhou, Huaiyu Dai, Dejing Dou
Multi-Job Intelligent Scheduling with Cross-Device Federated Learning. CoRR (2022)
Mirza Tanzim Sami, Da Yan, Bhadhan Roy Joy, Jalal Khalil, Ricardo Cevallos, Md. Emon Hossain, Kejin Hu, Yang Zhou
Center-Based iPSC Colony Counting with Multi-Task Learning. ICDM (2022)
Zijie Zhang, Yang Zhou, Xin Zhao, Tianshi Che, Lingjuan Lyu
Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization. NeurIPS (2022)
Guimu Guo, Da Yan, Lyuheng Yuan, Jalal Khalil, Cheng Long, Zhe Jiang, Yang Zhou
Maximal Directed Quasi -Clique Mining. ICDE (2022)
Wenchong He, Arpan Man Sainju, Zhe Jiang, Da Yan, Yang Zhou
Earth Imagery Segmentation on Terrain Surface with Limited Training Labels: A Semi-supervised Approach based on Physics-Guided Graph Co-Training. ACM Trans. Intell. Syst. Technol. 13 (2) (2022)
Xingkun Yin, Da Yan, Abdullateef Ibrahim Almudaifer, Sibo Yan, Yang Zhou
Forecasting Stock Prices Using Stock Correlation Graph: A Graph Convolutional Network Approach. IJCNN (2021)
Gong Zhang, Yang Zhou, Sixing Wu, Zeru Zhang, Dejing Dou
Cross-lingual Entity Alignment with Adversarial Kernel Embedding and Adversarial Knowledge Translation. CoRR (2021)
Xin Zhao, Zeru Zhang, Zijie Zhang, Lingfei Wu, Jiayin Jin, Yang Zhou, Ruoming Jin, Dejing Dou, Da Yan
Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks. ICML (2021)
Jiaxiang Ren, Zijie Zhang, Jiayin Jin, Xin Zhao, Sixing Wu, Yang Zhou, Yelong Shen, Tianshi Che, Ruoming Jin, Dejing Dou
Integrated Defense for Resilient Graph Matching. ICML (2021)
Sixing Wu, Minghui Wang, Dawei Zhang, Yang Zhou, Ying Li, Zhonghai Wu
Knowledge-Aware Dialogue Generation via Hierarchical Infobox Accessing and Infobox-Dialogue Interaction Graph Network. IJCAI (2021)
Yuexin Li, Linqiang Ge, Yang Zhou, Xuan Cao, Jingyi Zheng
Toward the Impact of Non-pharmaceutical Interventions and Vaccination on the COVID-19 Pandemic With Time-Dependent SEIR Model. Frontiers Artif. Intell. 4 (2021)
Zeru Zhang, Jiayin Jin, Zijie Zhang, Yang Zhou, Xin Zhao, Jiaxiang Ren, Ji Liu, Lingfei Wu, Ruoming Jin, Dejing Dou
Validating the Lottery Ticket Hypothesis with Inertial Manifold Theory. NeurIPS (2021)
Sixing Wu, Ying Li, Minghui Wang, Dawei Zhang, Yang Zhou, Zhonghai Wu
More is Better: Enhancing Open-Domain Dialogue Generation via Multi-Source Heterogeneous Knowledge. EMNLP (1) (2021)
Ji Liu, Jizhou Huang, Yang Zhou, Xuhong Li, Shilei Ji, Haoyi Xiong, Dejing Dou
From Distributed Machine Learning to Federated Learning: A Survey. CoRR (2021)
Ruoming Jin, Dong Li, Jing Gao, Zhi Liu, Li Chen, Yang Zhou
Towards a Better Understanding of Linear Models for Recommendation. CoRR (2021)
Yang Zhou, Zeru Zhang, Sixing Wu, Victor S. Sheng, Xiaoying Han, Zijie Zhang, Ruoming Jin
Robust Network Alignment via Attack Signal Scaling and Adversarial Perturbation Elimination. WWW (2021)
Zeru Zhang, Zijie Zhang, Yang Zhou, Lingfei Wu, Sixing Wu, Xiaoying Han, Dejing Dou, Tianshi Che, Da Yan
Adversarial Attack against Cross-lingual Knowledge Graph Alignment. EMNLP (1) (2021)
Ruoming Jin, Dong Li, Jing Gao, Zhi Liu, Li Chen, Yang Zhou
Towards a Better Understanding of Linear Models for Recommendation. KDD (2021)
Sujata Sinha, Thomas S. Denney, Yang Zhou, Jingyi Zheng
Automated Semantic Segmentation of Cardiac Magnetic Resonance Images with Deep Learning. ICMLA (2020)
Sixing Wu, Ying Li, Dawei Zhang, Yang Zhou, Zhonghai Wu
Diverse and Informative Dialogue Generation with Context-Specific Commonsense Knowledge Awareness. ACL (2020)
Yang Zhou, Jiaxiang Ren, Dejing Dou, Ruoming Jin, Jingyi Zheng, Kisung Lee
Robust Meta Network Embedding against Adversarial Attacks. ICDM (2020)
Wenwen Qu, Da Yan, Guimu Guo, Xiaoling Wang, Lei Zou, Yang Zhou
Parallel Mining of Frequent Subtree Patterns. SFDI/LSGDA@VLDB (2020)
Sayan Goswami, Ayam Pokhrel, Kisung Lee, Ling Liu, Qi Zhang, Yang Zhou
GraphMap: scalable iterative graph processing using NoSQL. J. Supercomput. 76 (9) (2020)
Yang Zhou, Ling Liu, Kisung Lee, Balaji Palanisamy, Qi Zhang
Improving Collaborative Filtering with Social Influence over Heterogeneous Information Networks. ACM Trans. Internet Techn. 20 (4) (2020)
Zijie Zhang, Zeru Zhang, Yang Zhou, Yelong Shen, Ruoming Jin, Dejing Dou
Adversarial Attacks on Deep Graph Matching. NeurIPS (2020)
Sixing Wu, Ying Li, Dawei Zhang, Yang Zhou, Zhonghai Wu
TopicKA: Generating Commonsense Knowledge-Aware Dialogue Responses Towards the Recommended Topic Fact. IJCAI (2020)
Yang Zhou, Jiaxiang Ren, Ruoming Jin, Zijie Zhang, Dejing Dou, Da Yan
Unsupervised Multiple Network Alignment with Multinominal GAN and Variational Inference. IEEE BigData (2020)
Yingzhe Dong, Da Yan, Abdullateef Ibrahim Almudaifer, Sibo Yan, Zhe Jiang, Yang Zhou
BELT: A Pipeline for Stock Price Prediction Using News. IEEE BigData (2020)
Yang Zhou, Ling Liu
Approximate Deep Network Embedding for Mining Large-Scale Graphs. CogMI (2019)
Jiaxiang Ren, Yang Zhou, Ruoming Jin, Zijie Zhang, Dejing Dou, Pengwei Wang
Dual Adversarial Learning Based Network Alignment. ICDM (2019)
Kisung Lee, Ling Liu, Raghu K. Ganti, Mudhakar Srivatsa, Qi Zhang, Yang Zhou, Qingyang Wang
Lightweight Indexing and Querying Services for Big Spatial Data. IEEE Trans. Serv. Comput. 12 (3) (2019)
Yang Zhou, Ling Liu, Qi Zhang, Kisung Lee, Balaji Palanisamy
Enhancing Collaborative Filtering with Multi-label Classification. CSoNet (2019)
Yang Zhou, Jiaxiang Ren, Sixing Wu, Dejing Dou, Ruoming Jin, Zijie Zhang, Pengwei Wang
Semi-supervised Classification-based Local Vertex Ranking via Dual Generative Adversarial Nets. IEEE BigData (2019)
Yang Zhou, Chao Jiang, Zijie Zhang, Dejing Dou, Ruoming Jin, Pengwei Wang
Integrating Local Vertex/Edge Embedding via Deep Matrix Fusion and Siamese Multi-label Classification. IEEE BigData (2019)
Balaji Palanisamy, Ling Liu, Yang Zhou, Qingyang Wang
Privacy-Preserving Publishing of Multilevel Utility-Controlled Graph Datasets. ACM Trans. Internet Techn. 18 (2) (2018)
Yang Zhou, Sixing Wu, Chao Jiang, Zijie Zhang, Dejing Dou, Ruoming Jin, Pengwei Wang
Density-Adaptive Local Edge Representation Learning with Generative Adversarial Network Multi-label Edge Classification. ICDM (2018)
Yang Zhou, Amnay Amimeur, Chao Jiang, Dejing Dou, Ruoming Jin, Pengwei Wang
Density-aware Local Siamese Autoencoder Network Embedding with Autoencoder Graph Clustering. IEEE BigData (2018)
Yang Zhou, Ling Liu, Sangeetha Seshadri, Lawrence Chiu
Analyzing Enterprise Storage Workloads With Graph Modeling and Clustering. IEEE J. Sel. Areas Commun. 34 (3) (2016)
Yexi Jiang, Chang-Shing Perng, Anca Sailer, Ignacio Silva-Lepe, Yang Zhou, Tao Li
CSM: A Cloud Service Marketplace for Complex Service Acquisition. ACM Trans. Intell. Syst. Technol. 8 (1) (2016)
Yang Zhou, Ling Liu, Calton Pu, Xianqiang Bao, Kisung Lee, Balaji Palanisamy, Emre Yigitoglu, Qi Zhang
Clustering Service Networks with Entity, Attribute, and Link Heterogeneity. ICWS (2015)
Yang Zhou, Ling Liu
Social Influence Based Clustering and Optimization over Heterogeneous Information Networks. ACM Trans. Knowl. Discov. Data 10 (1) (2015)
Yang Zhou, Ling Liu, Kisung Lee, Calton Pu, Qi Zhang
Fast Iterative Graph Computation with Resource Aware Graph Parallel Abstractions. HPDC (2015)
Yang Zhou, Ling Liu, David Buttler
Integrating Vertex-centric Clustering with Edge-centric Clustering for Meta Path Graph Analysis. KDD (2015)
Yang Zhou, Ling Liu, Kisung Lee, Qi Zhang
GraphTwist: Fast Iterative Graph Computation with Two-tier Optimizations. Proc. VLDB Endow. 8 (11) (2015)
Xianqiang Bao, Ling Liu, Nong Xiao, Yang Zhou, Qi Zhang
Policy-Driven Configuration Management for NoSQL. CLOUD (2015)
Zhiyuan Su, Ling Liu, Mingchu Li, Xinxin Fan, Yang Zhou
Reliable and Resilient Trust Management in Distributed Service Provision Networks. ACM Trans. Web 9 (3) (2015)
Kisung Lee, Ling Liu, Karsten Schwan, Calton Pu, Qi Zhang, Yang Zhou, Emre Yigitoglu, Pingpeng Yuan
Scaling iterative graph computations with GraphMap. SC (2015)
Qi Zhang, Ling Liu, Kisung Lee, Yang Zhou, Aameek Singh, NagaPramod Mandagere, Sandeep Gopisetty, Gabriel Alatorre
Improving Hadoop Service Provisioning in a Geographically Distributed Cloud. IEEE CLOUD (2014)
Yang Zhou, Ling Liu
Activity-edge centric multi-label classification for mining heterogeneous information networks. KDD (2014)
Yang Zhou, Sangeetha Seshadri, Lawrence Chiu, Ling Liu
GraphLens: Mining Enterprise Storage Workloads Using Graph Analytics. BigData Congress (2014)
Balaji Palanisamy, Ling Liu, Kisung Lee, Shicong Meng, Yuzhe Richard Tang, Yang Zhou
Anonymizing continuous queries with delay-tolerant mix-zones over road networks. Distributed Parallel Databases 32 (1) (2014)
Qi Zhang, Ling Liu, Yi Ren, Kisung Lee, Yuzhe Richard Tang, Xu Zhao, Yang Zhou
Residency Aware Inter-VM Communication in Virtualized Cloud: Performance Measurement and Analysis. IEEE CLOUD (2013)
Yang Zhou, Ling Liu
Social influence based clustering of heterogeneous information networks. KDD (2013)
Zhiyuan Su, Ling Liu, Mingchu Li, Xinxin Fan, Yang Zhou
ServiceTrust: Trust Management in Service Provision Networks. IEEE SCC (2013)
Yang Zhou, Ling Liu, Chang-Shing Perng, Anca Sailer, Ignacio Silva-Lepe, Zhiyuan Su
Ranking Services by Service Network Structure and Service Attributes. ICWS (2013)
Kisung Lee, Ling Liu, Yuzhe Richard Tang, Qi Zhang, Yang Zhou
Efficient and Customizable Data Partitioning Framework for Distributed Big RDF Data Processing in the Cloud. IEEE CLOUD (2013)
Hong Cheng, Yang Zhou, Xin Huang, Jeffrey Xu Yu
Clustering large attributed information networks: an efficient incremental computing approach. Data Min. Knowl. Discov. 25 (3) (2012)
Hong Cheng, Yang Zhou, Jeffrey Xu Yu
Clustering Large Attributed Graphs: A Balance between Structural and Attribute Similarities. ACM Trans. Knowl. Discov. Data 5 (2) (2011)
Yang Zhou, Hong Cheng, Jeffrey Xu Yu
Clustering Large Attributed Graphs: An Efficient Incremental Approach. ICDM (2010)
Yang Zhou, Hong Cheng, Jeffrey Xu Yu
Graph Clustering Based on Structural/Attribute Similarities. Proc. VLDB Endow. 2 (1) (2009)
Hong Cheng, David Lo, Yang Zhou, Xiaoyin Wang, Xifeng Yan
Identifying bug signatures using discriminative graph mining. ISSTA (2009)
Ping Guo, Yang Zhou, Jun Zhuang, Ting Chen, Yan-Rong Kang
An Efficient Algorithm for Mining Both Closed and Maximal Frequent Free Subtrees Using Canonical Forms. ADMA (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yang Zhou