Ziyang Liu

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 57

Top Venues

CoRR

KSII Trans. Internet Inf. Syst.

ICDE

IEEE Trans. Circuits Syst. Video Technol.

Arizona State University, Tempe, USA (PHD)

Education History

Arizona State University, Tempe, USA

PHD

Publications

Hao Feng, Chaokun Wang, Ziyang Liu, Yunkai Lou, Zhenyu Liu, Xiaokun Zhu, Yongjun Bao, Weipeng Yan
GraphHI: Boosting Graph Neural Networks for Large-Scale Graphs. ICDE (2024)
Tianjiao Zeng, Wensi Zhang, Xu Zhan, Xiaowo Xu, Ziyang Liu, Baoyou Wang, Xiaoling Zhang
A Novel Multimodal Fusion Framework Based on Point Cloud Registration for Near-Field 3D SAR Perception. Remote. Sens. 16 (6) (2024)
Cheng Wu, Shaoyun Shi, Chaokun Wang, Ziyang Liu, Wang Peng, Wenjin Wu, Dongying Kong, Han Li, Kun Gai
Enhancing Recommendation Accuracy and Diversity with Box Embedding: A Universal Framework. WWW (2024)
Fengbin Zhu, Ziyang Liu, Fuli Feng, Chao Wang, Moxin Li, Tat-Seng Chua
TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data. CoRR (2024)
Ziyang Liu, Chaokun Wang, Liqun Yang, Yunkai Lou, Hao Feng, Cheng Wu, Kai Zheng, Yang Song
Incorporating Dynamic Temperature Estimation into Contrastive Learning on Graphs. ICDE (2024)
Cheng Wu, Chaokun Wang, Jingcao Xu, Ziyang Liu, Kai Zheng, Xiaowei Wang, Yang Song, Kun Gai
Graph Contrastive Learning with Generative Adversarial Network. CoRR (2023)
Ziyang Liu, Jie He, Changjian Zhang, Xintong Yan, Chenwei Wang, Boshuai Qiao
Vehicle trajectory extraction at the exit areas of urban freeways based on a novel composite algorithms framework. J. Intell. Transp. Syst. 27 (3) (2023)
Zhizhi Yu, Di Jin, Ziyang Liu, Dongxiao He, Xiao Wang, Hanghang Tong, Jiawei Han
Embedding text-rich graph neural networks with sequence and topical semantic structures. Knowl. Inf. Syst. 65 (2) (2023)
Jing Jing, Ziyang Liu, Hao Guan, Wanlin Zhu, Zhe Zhang, Xia Meng, Jian Cheng, Yuesong Pan, Yong Jiang, Yilong Wang, Haijun Niu, Xingquan Zhao, Wei Wen, Jinxi Lin, Wei Li, Hao Li, Perminder S. Sachdev, Tao Liu, Zixiao Li, Dacheng Tao, Yongjun Wang
A Deep Learning System to Predict Recurrence and Disability Outcomes in Patients with Transient Ischemic Attack or Ischemic Stroke. Adv. Intell. Syst. 5 (4) (2023)
Yan Zhang, Ziyang Liu, Shudong Liu, Yemei Sun
Frequency aggregation network for blind super-resolution based on degradation representation. Digit. Signal Process. 133 (2023)
Ziyang Liu, Chaokun Wang, Yunkai Lou, Hao Feng
Fast Unsupervised Graph Embedding via Graph Zoom Learning. ICDE (2023)
Ziyang Liu, Zhengguo Li, Weihai Chen, Xingming Wu, Zhong Liu
Unsupervised Optical Flow Estimation for Differently Exposed Images in LDR Domain. IEEE Trans. Circuits Syst. Video Technol. 33 (10) (2023)
Cheng Wu, Chaokun Wang, Jingcao Xu, Ziyang Liu, Kai Zheng, Xiaowei Wang, Yang Song, Kun Gai
Graph Contrastive Learning with Generative Adversarial Network. KDD (2023)
Ziyang Liu, Chaokun Wang, Jingcao Xu, Cheng Wu, Kai Zheng, Yang Song, Na Mou, Kun Gai
PANE-GNN: Unifying Positive and Negative Edges in Graph Neural Networks for Recommendation. CoRR (2023)
Ziyang Liu, Zhengguo Li, Xingming Wu, Zhong Liu, Weihai Chen
DSRGAN: Detail Prior-Assisted Perceptual Single Image Super-Resolution via Generative Adversarial Networks. IEEE Trans. Circuits Syst. Video Technol. 32 (11) (2022)
Ziyang Liu, Chaokun Wang, Hao Feng, Lingfei Wu, Liqun Yang
Knowledge Distillation based Contextual Relevance Matching for E-commerce Product Search. EMNLP (Industry Track) (2022)
Ziyang Liu, Jingmeng Liu, Weihai Chen, Xingming Wu, Zhengguo Li
FAMINet: Learning Real-Time Semisupervised Video Object Segmentation With Steepest Optimized Optical Flow. IEEE Trans. Instrum. Meas. 71 (2022)
Shuai Feng, Dongxue Zhao, Qiang Guan, Jinpeng Li, Ziyang Liu, Zhongyu Jin, Guangming Li, Tongyu Xu
A deep convolutional neural network-based wavelength selection method for spectral characteristics of rice blast disease. Comput. Electron. Agric. 199 (2022)
Fengbin Zhu, Chao Wang, Wenqiang Lei, Ziyang Liu, Tat-Seng Chua
RDU: A Region-based Approach to Form-style Document Understanding. CoRR (2022)
Hanwen Guo, Ziyang Liu, Zeyu Jiao
Research on Satisfaction Evaluation Based on Tourist Big Data. KSII Trans. Internet Inf. Syst. 16 (1) (2022)
Shamya Karumbaiah, Ryan Baker, Yan Tao, Ziyang Liu
How does Students' Affect in Virtual Learning Relate to Their Outcomes? A Systematic Review Challenging the Positive-Negative Dichotomy. LAK (2022)
Zhizhi Yu, Di Jin, Jianguo Wei, Ziyang Liu, Yue Shang, Yun Xiao, Jiawei Han, Lingfei Wu
TeKo: Text-Rich Graph Neural Networks with External Knowledge. CoRR (2022)
Ziyang Liu, Chaokun Wang, Hao Feng, Lingfei Wu, Liqun Yang
Knowledge Distillation based Contextual Relevance Matching for E-commerce Product Search. CoRR (2022)
Yilun Xu, Ziyang Liu, Xingming Wu, Weihai Chen, Changyun Wen, Zhengguo Li
Deep Joint Demosaicing and High Dynamic Range Imaging Within a Single Shot. IEEE Trans. Circuits Syst. Video Technol. 32 (7) (2022)
Jialei Ye, Jiahao Zhang, Liqian Gao, Yang Zhou, Ziyang Liu, Jianguo Han
Neo-Chinese Style Furniture Design Based on Semantic Analysis and Connection. KSII Trans. Internet Inf. Syst. 16 (8) (2022)
Huang Xia, Chenghong Pu, Bangyu Wang, Ziyang Liu, Yinfeng Fang
Desktop-Sized Lithium Battery Protection Printed Circuit Board Detection System Based on Visual Feedback Manipulator. ICIRA (4) (2022)
Ziyang Liu, Zhengguo Li, Xingming Wu, Zhong Liu, Weihai Chen
DSRGAN: Detail Prior-Assisted Perceptual Single Image Super-Resolution via Generative Adversarial Networks. CoRR (2021)
Yilun Xu, Ziyang Liu, Xingming Wu, Weihai Chen, Zhengguo Li
Restoration of HDR Images for SVE-Based HDRI via a Novel DCNN. ICME (2021)
Zhizhi Yu, Di Jin, Ziyang Liu, Dongxiao He, Xiao Wang, Hanghang Tong, Jiawei Han
AS-GCN: Adaptive Semantic Architecture of Graph Convolutional Networks for Text-Rich Networks. ICDM (2021)
Wenlong Ni, Jue Wang, Ziyang Liu, Huaixiang Song, Hua Chen, Xinyu Zhou
Optimal Virtual Machine Allocations in Cloud Computing System. ICSAI (2021)
Chunmao Wu, Huayuan Xu, Ziyang Liu
The Approaches of Positive Experience Design on IoT Intelligent Products. KSII Trans. Internet Inf. Syst. 15 (5) (2021)
Yuanyuan Liu, Ziyang Liu, Fang Fang, Zhanghua Fu, Zhanlong Chen
Hierarchical Domain-Consistent Network For Cross-Domain Object Detection. ICIP (2021)
Jian Cheng, Ziyang Liu, Hao Guan, Zhenzhou Wu, Haogang Zhu, Jiyang Jiang, Wei Wen, Dacheng Tao, Tao Liu
Brain Age Estimation From MRI Using Cascade Networks with Ranking Loss. CoRR (2021)
Ziyang Liu, Lei Zhang, Weihai Chen, Xingming Wu, Zhengguo Li
S&CNet: A lightweight network for fast and accurate depth completion. J. Vis. Commun. Image Represent. 79 (2021)
Ziyang Liu, Jingmeng Liu, Weihai Chen, Xingming Wu, Zhengguo Li
FAMINet: Learning Real-time Semi-supervised Video Object Segmentation with Steepest Optimized Optical Flow. CoRR (2021)
Jian Cheng, Ziyang Liu, Hao Guan, Zhenzhou Wu, Haogang Zhu, Jiyang Jiang, Wei Wen, Dacheng Tao, Tao Liu
Brain Age Estimation From MRI Using Cascade Networks With Ranking Loss. IEEE Trans. Medical Imaging 40 (12) (2021)
Ziyang Liu, Zhaomeng Cheng, Yunjiang Jiang, Yue Shang, Wei Xiong, Sulong Xu, Bo Long, Di Jin
Heterogeneous Network Embedding for Deep Semantic Relevance Match in E-commerce Search. CoRR (2021)
Di Jin, Xiangchen Song, Zhizhi Yu, Ziyang Liu, Heling Zhang, Zhaomeng Cheng, Jiawei Han
BiTe-GCN: A New GCN Architecture via Bidirectional Convolution of Topology and Features on Text-Rich Networks. WSDM (2021)
Wenlong Ni, Jue Wang, Ziyang Liu, Huaixiang Song, Xu Guo, Hua Chen, Xinyu Zhou, Mingwen Wang
Optimal Overbooking Appointment Scheduling in Hospitals Using Evolutionary Markov Decision Process. BIC-TA (1) (2021)
Yiwen Qi, Wenke Yu, Ziyang Liu, Ning Xing
Event-triggered model predictive control for switched systems: a memory-based anti-attack strategy. Int. J. Syst. Sci. 52 (15) (2021)
Yilun Xu, Ziyang Liu, Xingming Wu, Weihai Chen, Changyun Wen, Zhengguo Li
Deep Joint Demosaicing and High Dynamic Range Imaging within a Single Shot. CoRR (2021)
Di Jin, Xiangchen Song, Zhizhi Yu, Ziyang Liu, Heling Zhang, Zhaomeng Cheng, Jiawei Han
BiTe-GCN: A New GCN Architecture via BidirectionalConvolution of Topology and Features on Text-Rich Networks. CoRR (2020)
Yunjiang Jiang, Yue Shang, Ziyang Liu, Hongwei Shen, Yun Xiao, Wei Xiong, Sulong Xu, Weipeng Yan, Di Jin
BERT2DNN: BERT Distillation with Massive Unlabeled Data for Online E-Commerce Search. ICDM (2020)
Ziyang Liu, Jian Cheng, Haogang Zhu, Jicong Zhang, Tao Liu
Brain Age Estimation from MRI Using a Two-Stage Cascade Network with Ranking Loss. MICCAI (7) (2020)
Rui Liang, Hanwen Guo, Jiayu Liu, Ziyang Liu
Scenic Image Research Based on Big Data Analysis - Take China's Four Ancient Cities as an Example. KSII Trans. Internet Inf. Syst. 14 (7) (2020)
Yunjiang Jiang, Yue Shang, Ziyang Liu, Hongwei Shen, Yun Xiao, Wei Xiong, Sulong Xu, Weipeng Yan, Di Jin
BERT2DNN: BERT Distillation with Massive Unlabeled Data for Online E-Commerce Search. CoRR (2020)
Lucy Lu Wang, Kyle Lo, Yoganand Chandrasekhar, Russell Reas, Jiangjiang Yang, Darrin Eide, Kathryn Funk, Rodney Kinney, Ziyang Liu, William Merrill, Paul Mooney, Dewey A. Murdick, Devvret Rishi, Jerry Sheehan, Zhihong Shen, Brandon Stilson, Alex D. Wade, Kuansan Wang, Chris Wilhelm, Boya Xie, Douglas Raymond, Daniel S. Weld, Oren Etzioni, Sebastian Kohlmeier
CORD-19: The Covid-19 Open Research Dataset. CoRR (2020)
Ameya Wagh, Shubham Jain, Apratim Mukherjee, Emmanuel Agu, Peder C. Pedersen, Diane M. Strong, Bengisu Tulu, Clifford Lindsay, Ziyang Liu
Semantic Segmentation of Smartphone Wound Images: Comparative Analysis of AHRF and CNN-Based Approaches. IEEE Access 8 (2020)
Hongyu Shan, Di Jin, Pengfei Jiao, Ziyang Liu, Bingyi Li, Yuxiao Huang
NF-VGA: Incorporating Normalizing Flows into Graph Variational Autoencoder for Embedding Attribute Networks. ICDM (2020)
Liang He, Linghe Kong, Ziyang Liu, Yuanchao Shu, Cong Liu
Diagnosing Vehicles with Automotive Batteries. MobiCom (2019)
Di Jin, Ziyang Liu, Weihao Li, Dongxiao He, Weixiong Zhang
Graph Convolutional Networks Meet Markov Random Fields: Semi-Supervised Community Detection in Attribute Networks. AAAI (2019)
Xixuan Zhao, Ziyang Liu, Emmanuel Agu, Ameya Wagh, Shubham Jain, Clifford Lindsay, Bengisu Tulu, Diane M. Strong, Jiangming Kan
Fine-Grained Diabetic Wound Depth and Granulation Tissue Amount Assessment Using Bilinear Convolutional Neural Network. IEEE Access 7 (2019)
Shunjiang Wang, Rongbin Ju, Ziyang Liu, Hongzhe Wang, Baoming Pu, Yujue Xia
Power Information Verification Method Based on Grid Three-State Data. ICIA (2018)
Di Jin, Ziyang Liu, Dongxiao He, Bogdan Gabrys, Katarzyna Musial
Robust Detection of Communities with Multi-semantics in Large Attributed Networks. KSEM (1) (2018)
Ziyang Liu, Chong Wang, Yi Chen
Keyword Search on Temporal Graphs. ICDE (2018)
Ziyang Liu, Weihai Chen, Xingming Wu, Haosong Yue, Zhengguo Li
Image Super-Resolution Using Memory Mechanism. ROBIO (2018)
Ziyang Liu, Chong Wang, Yi Chen
Keyword Search on Temporal Graphs. IEEE Trans. Knowl. Data Eng. 29 (8) (2017)
Lin Qiao, Yinan Li, Sahil Takiar, Ziyang Liu, Narasimha Veeramreddy, Min Tu, Ying Dai, Issac Buenrostro, Kapil Surlaker, Shirshanka Das, Chavdar Botev
Gobblin: Unifying Data Ingestion for Hadoop. Proc. VLDB Endow. 8 (12) (2015)
Yang Yang, Ziyang Liu, Boao Min, Tao Peng, Wenbo Wang
Optimal User Density and Power Allocation for Device-to-Device Communication Underlaying Cellular Networks. KSII Trans. Internet Inf. Syst. 9 (2) (2015)
Ziyang Liu, Yichuang Cai, Yi Shan, Yi Chen
Ranking Friendly Result Composition for XML Keyword Search. ER (2015)
Xinchao Zhao, Ziyang Liu, Xiangjun Yang
A multi-swarm cooperative multistage perturbation guiding particle swarm optimizer. Appl. Soft Comput. 22 (2014)
Yunyao Li, Ziyang Liu, Huaiyu Zhu
Enterprise Search in the Big Data Era: Recent Developments and Open Challenges. Proc. VLDB Endow. 7 (13) (2014)
Ziyang Liu, Hakan Hacigümüs
Online optimization and fair costing for dynamic data sharing in a cloud data market. SIGMOD Conference (2014)
Bo Peng, Tao Peng, Ziyang Liu, Yufeng Yang, Chunjing Hu
Cluster-Based Multicast Transmission for Device-to-Device (D2D) Communication. VTC Fall (2013)
Ziyang Liu, Hao Chen, Tao Peng, Wenbo Wang
Optimal density and power allocation of D2D communication under heterogeneous networks on multi-bands with outage constraints. ICNC (2013)
Hao Chen, Ziyang Liu, Tao Peng, Wenbo Wang
Optimal Power and Density Allocation of D2D Communication under Heterogeneous Networks on Multi-Bands with Outage Constraints. VTC Spring (2013)
Samer Al-Kiswany, Hakan Hacigümüs, Ziyang Liu, Jagan Sankaranarayanan
Cost exploration of data sharings in the cloud. EDBT (2013)
Yang Yang, Ziyang Liu, Zuohui Fu, Tao Peng, Wenbo Wang
Transmission capacity of device-to-device communication under heterogeneous networks with cellular users assisted. GLOBECOM Workshops (2013)
Ziyang Liu, Tao Peng, Hao Chen, Wenbo Wang
Transmission Capacity of D2D Communication under Heterogeneous Networks with Multi-Bands. VTC Spring (2013)
Ziyang Liu, Hakan Hacigümüs, Hyun Jin Moon, Yun Chi, Wang-Pin Hsiung
PMAX: tenant placement in multitenant databases for profit maximization. EDBT (2013)
Ziyang Liu, Tao Peng, Hao Chen, Wenbo Wang
Optimal D2D user allocation over multi-bands under heterogeneous networks. GLOBECOM (2012)
Ziyang Liu, Yi Chen
Differentiating search results on structured data. ACM Trans. Database Syst. 37 (1) (2012)
Ziyang Liu, Tao Peng, Qianxi Lu, Wenbo Wang
Transmission capacity of D2D communication under heterogeneous networks with Dual Bands. CrownCom (2012)
Shangwen Xiang, Tao Peng, Ziyang Liu, Wenbo Wang
A distance-dependent mode selection algorithm in heterogeneous D2D and IMT-Advanced network. GLOBECOM Workshops (2012)
Ziyang Liu, Yi Chen
Exploiting and Maintaining Materialized Views for XML Keyword Queries. ACM Trans. Internet Techn. 12 (2) (2012)
Ziyang Liu, Tao Peng, Bo Peng, Wenbo Wang
Sum-capacity of D2D and cellular hybrid networks over cooperation and non-cooperation. CHINACOM (2012)
Bin He, Hui-I Hsiao, Ziyang Liu, Yu Huang, Yi Chen
Efficient Iceberg Query Evaluation Using Compressed Bitmap Index. IEEE Trans. Knowl. Data Eng. 24 (9) (2012)
Ziyang Liu, Tao Peng, Shangwen Xiang, Wenbo Wang
Mode selection for Device-to-Device (D2D) communication under LTE-Advanced networks. ICC (2012)
Ziyang Liu, Yi Chen
Processing keyword search on XML: a survey. World Wide Web 14 (5-6) (2011)
Ziyang Liu, Bin He, Hui-I Hsiao, Yi Chen
Efficient and scalable data evolution with column oriented databases. EDBT (2011)
Ziyang Liu, Sivaramakrishnan Natarajan, Yi Chen
Query Expansion Based on Clustered Results. Proc. VLDB Endow. 4 (6) (2011)
Yi Chen, Wei Wang, Ziyang Liu
Searching, Analyzing and Exploring Databases. DASFAA (2) (2011)
Ziyang Liu, Susan B. Davidson, Yi Chen
Generating sound workflow views for correct provenance analysis. ACM Trans. Database Syst. 36 (1) (2011)
Yi Chen, Wei Wang, Ziyang Liu
Keyword-based search and exploration on databases. ICDE (2011)
Ziyang Liu, Sivaramakrishnan Natarajan, Yi Chen
Query Expansion Based on Clustered Results CoRR (2011)
Ziyang Liu, Yi Chen
Return specification inference and result clustering for keyword search on XML. ACM Trans. Database Syst. 35 (2) (2010)
Ziyang Liu, Sivaramakrishnan Natarajan, Bin He, Hui-I Hsiao, Yi Chen
CODS: Evolving Data Efficiently and Scalably in Column Oriented Databases. Proc. VLDB Endow. 3 (2) (2010)
Ziyang Liu, Qihong Shao, Yi Chen
Searching Workflows with Hierarchical Views. Proc. VLDB Endow. 3 (1) (2010)
Ziyang Liu, Yi Chen
Query Results Ready, Now What? IEEE Data Eng. Bull. 33 (1) (2010)
Ziyang Liu, Yichuan Cai, Yi Chen
TargetSearch: A ranking friendly XML keyword search engine. ICDE (2010)
Ziyang Liu, Sivaramakrishnan Natarajan, Peng Sun, Stephen Booher, Tim Meehan, Robert Winkler, Yi Chen
XSACT: A Comparison Tool for Structured Search Results. Proc. VLDB Endow. 3 (2) (2010)
Ziyang Liu, Yu Huang, Yi Chen
Improving XML search by generating and utilizing informative result snippets. ACM Trans. Database Syst. 35 (3) (2010)
Peng Sun, Ziyang Liu, Susan B. Davidson, Yi Chen
Detecting and resolving unsound workflow views for correct provenance analysis. SIGMOD Conference (2009)
Yi Chen, Wei Wang, Ziyang Liu, Xuemin Lin
Keyword search on structured and semi-structured data. SIGMOD Conference (2009)
Ziyang Liu, Peng Sun, Yi Chen
Structured Search Result Differentiation. Proc. VLDB Endow. 2 (1) (2009)
Peng Sun, Ziyang Liu, Sivaramakrishnan Natarajan, Susan B. Davidson, Yi Chen
WOLVES: Achieving Correct Provenance Analysis by Detecting and Resolving Unsound Workflow Views. Proc. VLDB Endow. 2 (2) (2009)
Ziyang Liu, Peng Sun, Yu Huang, Yichuan Cai, Yi Chen
Challenges, Techniques and Directions in Building XSeek: an XML Search Engine. IEEE Data Eng. Bull. 32 (2) (2009)
Ziyang Liu, Yi Chen
Reasoning and identifying relevant matches for XML keyword search. Proc. VLDB Endow. 1 (1) (2008)
Yu Huang, Ziyang Liu, Yi Chen
eXtract: a snippet generation system for XML search. Proc. VLDB Endow. 1 (2) (2008)
Yu Huang, Ziyang Liu, Yi Chen
Query biased snippet generation in XML search. SIGMOD Conference (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ziyang Liu