Junzhou Zhao

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 64

Top Topics

Cardinality Estimation

Top Venues

IEEE Trans. Knowl. Data Eng.

Knowl. Inf. Syst.

Publications

Yujun Wang, Xiaopeng Hong, Yabin Wang, Junzhou Zhao, Guanghui Sun, Baoxing Qin
Token-based deep reinforcement learning for Heterogeneous VRP with Service Time Constraints. Knowl. Based Syst. 300 (2024)
Jie Ma, Pinghui Wang, Dechen Kong, Zewei Wang, Jun Liu, Hongbin Pei, Junzhou Zhao
Robust Visual Question Answering: Datasets, Methods, and Future Challenges. IEEE Trans. Pattern Anal. Mach. Intell. 46 (8) (2024)
Chenxu Wang, Xichan Nie, Jinfeng Chen, Pinghui Wang, Junzhou Zhao, Xiaohong Guan
SMUG: Sand Mixing for Unobserved Class Detection in Graph Few-Shot Learning. WWW (2024)
Tao Duan, Junzhou Zhao, Shuo Zhang, Jing Tao, Pinghui Wang
Representation Learning of Tangled Key-Value Sequence Data for Early Classification. CoRR (2024)
Pinghui Wang, Yuanming Zhang, Kuankuan Cheng, Junzhou Zhao
A Revisit to Graph Neighborhood Cardinality Estimation. ICDE (2024)
Pinghui Wang, Dongdong Xie, Junzhou Zhao, Jinsong Li, Zhicheng Li, Rundong Li, Yang Ren, Jia Di
Half-Xor: A Fully-Dynamic Sketch for Estimating the Number of Distinct Values in Big Tables. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Tao Duan, Junzhou Zhao, Shuo Zhang, Jing Tao, Pinghui Wang
Representation Learning of Tangled Key-Value Sequence Data for Early Classification. ICDE (2024)
Peng Jia, Pinghui Wang, Rundong Li, Junzhou Zhao, Junlan Feng, Xidian Wang, Xiaohong Guan
A Compact and Accurate Sketch for Estimating a Large Range of Set Difference Cardinalities. ICDE (2024)
Junzhou Zhao, Pinghui Wang, Wei Zhang, Zhaosong Zhang, Maoli Liu, Jing Tao, John C. S. Lui
Tracking Influencers in Decaying Social Activity Streams With Theoretical Guarantees. IEEE/ACM Trans. Netw. 32 (2) (2024)
Shuo Zhang, Liangming Pan, Junzhou Zhao, William Yang Wang
The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models. ACL (Findings) (2024)
Jie Ma, Pinghui Wang, Dechen Kong, Zewei Wang, Jun Liu, Hongbin Pei, Junzhou Zhao
Robust Visual Question Answering: Datasets, Methods, and Future Challenges. CoRR (2023)
Shuo Zhang, Junzhou Zhao, Pinghui Wang, Tianxiang Wang, Zi Liang, Jing Tao, Yi Huang, Junlan Feng
Multi-Action Dialog Policy Learning from Logged User Feedback. AAAI (2023)
Yuanming Zhang, Pinghui Wang, Yiyan Qi, Kuankuan Cheng, Junzhou Zhao, Guangjian Tian, Xiaohong Guan
Fast Gumbel-Max Sketch and its Applications. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Runze Lei, Pinghui Wang, Junzhou Zhao, Lin Lan, Jing Tao, Chao Deng, Junlan Feng, Xidian Wang, Xiaohong Guan
Federated Learning over Coupled Graphs. CoRR (2023)
Pinghui Wang, Chengjin Yang, Dongdong Xie, Junzhou Zhao, Hui Li, Jing Tao, Xiaohong Guan
An Effective and Differentially Private Protocol for Secure Distributed Cardinality Estimation. Proc. ACM Manag. Data 1 (1) (2023)
Shuo Zhang, Junzhou Zhao, Pinghui Wang, Tianxiang Wang, Zi Liang, Jing Tao, Yi Huang, Junlan Feng
Multi-Action Dialog Policy Learning from Logged User Feedback. CoRR (2023)
Yuanming Zhang, Pinghui Wang, Yiyan Qi, Kuankuan Cheng, Junzhou Zhao, Guangjian Tian, Xiaohong Guan
Fast Gumbel-Max Sketch and its Applications. CoRR (2023)
Shuo Zhang, Liangming Pan, Junzhou Zhao, William Yang Wang
Mitigating Language Model Hallucination with Interactive Question-Knowledge Alignment. CoRR (2023)
Chenxu Wang, Zhenhao Huang, Yue Wan, Junyu Wei, Junzhou Zhao, Pinghui Wang
FuAlign: Cross-lingual entity alignment via multi-view representation learning of fused knowledge graphs. Inf. Fusion 89 (2023)
Pinghui Wang, Chengjin Yang, Dongdong Xie, Junzhou Zhao, Hui Li, Jing Tao, Xiaohong Guan
An Effective and Differentially Private Protocol for Secure Distributed Cardinality Estimation. CoRR (2023)
Runze Lei, Pinghui Wang, Junzhou Zhao, Lin Lan, Jing Tao, Chao Deng, Junlan Feng, Xidian Wang, Xiaohong Guan
Federated Learning Over Coupled Graphs. IEEE Trans. Parallel Distributed Syst. 34 (4) (2023)
Rundong Li, Pinghui Wang, Peng Jia, Xiangliang Zhang, Junzhou Zhao, Jing Tao, Ye Yuan, Xiaohong Guan
Approximately Counting Butterflies in Large Bipartite Graph Streams. IEEE Trans. Knowl. Data Eng. 34 (12) (2022)
Juxiang Zeng, Pinghui Wang, Lin Lan, Junzhou Zhao, Feiyang Sun, Jing Tao, Junlan Feng, Min Hu, Xiaohong Guan
Accurate and Scalable Graph Neural Networks for Billion-Scale Graphs. ICDE (2022)
Feiyang Sun, Pinghui Wang, Junzhou Zhao, Nuo Xu, Juxiang Zeng, Jing Tao, Kaikai Song, Chao Deng, John C. S. Lui, Xiaohong Guan
Mobile Data Traffic Prediction by Exploiting Time-Evolving User Mobility Patterns. IEEE Trans. Mob. Comput. 21 (12) (2022)
Peng Jia, Pinghui Wang, Junzhou Zhao, Jing Tao, Ye Yuan, Xiaohong Guan
Erasable Virtual HyperLogLog for Approximating Cumulative Distribution over Data Streams. IEEE Trans. Knowl. Data Eng. 34 (11) (2022)
Shuo Zhang, Junzhou Zhao, Pinghui Wang, Yu Li, Yi Huang, Junlan Feng
"Think Before You Speak": Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs. IJCAI (2022)
Shuo Zhang, Junzhou Zhao, Pinghui Wang, Yu Li, Yi Huang, Junlan Feng
"Think Before You Speak": Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs. CoRR (2022)
Rundong Li, Pinghui Wang, Jiongli Zhu, Junzhou Zhao, Jia Di, Xiaofei Yang, Kai Ye
Building Fast and Compact Sketches for Approximately Multi-Set Multi-Membership Querying. SIGMOD Conference (2021)
Shuo Zhang, Junzhou Zhao, Pinghui Wang, Nuo Xu, Yang Yang, Yiting Liu, Yi Huang, Junlan Feng
Learning to Check Contract Inconsistencies. AAAI (2021)
Runze Lei, Pinghui Wang, Rundong Li, Peng Jia, Junzhou Zhao, Xiaohong Guan, Chao Deng
Fast Rotation Kernel Density Estimation over Data Streams. KDD (2021)
Junzhou Zhao, Pinghui Wang, Zhouguo Chen, Jianwei Ding, John C. S. Lui, Don Towsley, Xiaohong Guan
Tracking triadic cardinality distributions for burst detection in high-speed graph streams. Knowl. Inf. Syst. 63 (4) (2021)
Peng Jia, Pinghui Wang, Junzhou Zhao, Ye Yuan, Jing Tao, Xiaohong Guan
LogLog Filter: Filtering Cold Items within a Large Range over High Speed Data Streams. ICDE (2021)
Junzhou Zhao, Pinghui Wang, Chao Deng, Jing Tao
Temporal Biased Streaming Submodular Optimization. KDD (2021)
Peng Jia, Pinghui Wang, Junzhou Zhao, Shuo Zhang, Yiyan Qi, Min Hu, Chao Deng, Xiaohong Guan
Bidirectionally Densifying LSH Sketches with Empty Bins. SIGMOD Conference (2021)
Xiaoying Zhang, Hong Xie, Junzhou Zhao, John C. S. Lui
Understanding Assimilation-contrast Effects in Online Rating Systems: Modelling, Debiasing, and Applications. ACM Trans. Inf. Syst. 38 (1) (2020)
Yiyan Qi, Pinghui Wang, Yuanming Zhang, Junzhou Zhao, Guangjian Tian, Xiaohong Guan
Fast Generating A Large Number of Gumbel-Max Variables. CoRR (2020)
Yiyan Qi, Pinghui Wang, Yuanming Zhang, Junzhou Zhao, Guangjian Tian, Xiaohong Guan
Fast Generating A Large Number of Gumbel-Max Variables. WWW (2020)
Nuo Xu, Pinghui Wang, Long Chen, Li Pan, Xiaoyan Wang, Junzhou Zhao
Distinguish Confusing Law Articles for Legal Judgment Prediction. CoRR (2020)
Junzhou Zhao, Pinghui Wang, Jing Tao, Shuo Zhang, John C. S. Lui
Continuously Tracking Core Items in Data Streams with Probabilistic Decays. ICDE (2020)
Nuo Xu, Pinghui Wang, Long Chen, Li Pan, Xiaoyan Wang, Junzhou Zhao
Distinguish Confusing Law Articles for Legal Judgment Prediction. ACL (2020)
Shuo Zhang, Junzhou Zhao, Pinghui Wang, Nuo Xu, Yang Yang, Yiting Liu, Yi Huang, Junlan Feng
Learning to Check Contract Inconsistencies. CoRR (2020)
Lin Lan, Pinghui Wang, Junzhou Zhao, Jing Tao, John C. S. Lui, Xiaohong Guan
Improving network embedding with partially available vertex and edge content. Inf. Sci. 512 (2020)
Junzhou Zhao, Pinghui Wang, John C. S. Lui
Optimizing node discovery on networks: Problem definitions, fast algorithms, and observations. Inf. Sci. 477 (2019)
Pinghui Wang, Yiyan Qi, John C. S. Lui, Don Towsley, Junzhou Zhao, Jing Tao
Inferring Higher-Order Structure Statistics of Large Networks from Sampled Edges. IEEE Trans. Knowl. Data Eng. 31 (1) (2019)
Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang
Submodular Optimization over Streams with Inhomogeneous Decays. AAAI (2019)
Nuo Xu, Pinghui Wang, Long Chen, Jing Tao, Junzhou Zhao
MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions. CoRR (2019)
Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang
Tracking Influential Nodes in Time-Decaying Dynamic Interaction Networks. ICDE (2019)
Pinghui Wang, Junzhou Zhao, Xiangliang Zhang, Jing Tao, Xiaohong Guan
SNOD: a fast sampling method of exploring node orbit degrees for large graphs. Knowl. Inf. Syst. 61 (1) (2019)
Nuo Xu, Pinghui Wang, Long Chen, Jing Tao, Junzhou Zhao
MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions. IJCAI (2019)
Pinghui Wang, Junzhou Zhao, Bruno Ribeiro, John C. S. Lui, Don Towsley, Xiaohong Guan
Practical characterization of large networks using neighborhood information. Knowl. Inf. Syst. 58 (3) (2019)
Pinghui Wang, Junzhou Zhao, John C. S. Lui, Don Towsley, Xiaohong Guan
Fast crawling methods of exploring content distributed over large graphs. Knowl. Inf. Syst. 59 (1) (2019)
Junzhou Zhao, Pinghui Wang, John C. S. Lui, Don Towsley, Xiaohong Guan
Sampling online social networks by random walk with indirect jumps. Data Min. Knowl. Discov. 33 (1) (2019)
Xiaoying Zhang, Hong Xie, Junzhou Zhao, John C. S. Lui
Modeling the Assimilation-Contrast Effects in Online Product Rating Systems: Debiasing and Recommendations. IJCAI (2018)
Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang
Submodular Optimization Over Streams with Inhomogeneous Decays. CoRR (2018)
Pinghui Wang, Junzhou Zhao, Xiangliang Zhang, Zhenguo Li, Jiefeng Cheng, John C. S. Lui, Don Towsley, Jing Tao, Xiaohong Guan
MOSS-5: A Fast Method of Approximating Counts of 5-Node Graphlets in Large Graphs. IEEE Trans. Knowl. Data Eng. 30 (1) (2018)
Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang
Tracking Influential Nodes in Time-Decaying Dynamic Interaction Networks. CoRR (2018)
Pinghui Wang, Junzhou Zhao, Xiangliang Zhang, Zhenguo Li, Jiefeng Cheng, John C. S. Lui, Don Towsley, Xiaohong Guan
MOSS-5: A Fast Method of Approximating Counts of 5-Node Graphlets in Large Graphs (Extended Abstract). ICDE (2018)
Junzhou Zhao, John C. S. Lui, Pinghui Wang, Xiaohong Guan
Towards Efficient Node Discoverability Optimization on Large Networks. CoRR (2017)
Junzhou Zhao, Pinghui Wang, John C. S. Lui, Don Towsley, Xiaohong Guan
Tracking Triadic Cardinality Distributions for Burst Detection in High-Speed Multigraph Streams. CoRR (2017)
Junzhou Zhao, Pinghui Wang, John C. S. Lui, Don Towsley, Xiaohong Guan
I/O-efficient calculation of H-group closeness centrality over disk-resident graphs. Inf. Sci. 400 (2017)
Xiaoying Zhang, Junzhou Zhao, John C. S. Lui
Modeling the Assimilation-Contrast Effects in Online Product Rating Systems: Debiasing and Recommendations. RecSys (2017)
Junzhou Zhao, Pinghui Wang, John C. S. Lui, Don Towsley, Xiaohong Guan
Sampling Online Social Networks by Random Walk with Indirect Jumps. CoRR (2017)
Pinghui Wang, Xiangliang Zhang, Zhenguo Li, Jiefeng Cheng, John C. S. Lui, Don Towsley, Junzhou Zhao, Jing Tao, Xiaohong Guan
A Fast Sampling Method of Exploring Graphlet Degrees of Large Directed and Undirected Graphs. CoRR (2016)
Pinghui Wang, John C. S. Lui, Donald F. Towsley, Junzhou Zhao
Minfer: A method of inferring motif statistics from sampled edges. ICDE (2016)
Pinghui Wang, Jing Tao, Junzhou Zhao, Xiaohong Guan
Moss: A Scalable Tool for Efficiently Sampling and Counting 4- and 5-Node Graphlets. CoRR (2015)
Junzhou Zhao, John C. S. Lui, Don Towsley, Pinghui Wang, Xiaohong Guan
Tracking Triadic Cardinality Distributions for Burst Detection in Social Activity Streams. COSN (2015)
Junzhou Zhao, John C. S. Lui, Don Towsley, Pinghui Wang, Xiaohong Guan
A tale of three graphs: Sampling design on hybrid social-affiliation networks. ICDE (2015)
Pinghui Wang, Junzhou Zhao, John C. S. Lui, Don Towsley, Xiaohong Guan
Unbiased Characterization of Node Pairs over Large Graphs. ACM Trans. Knowl. Discov. Data 9 (3) (2015)
Pinghui Wang, John C. S. Lui, Bruno F. Ribeiro, Don Towsley, Junzhou Zhao, Xiaohong Guan
Efficiently Estimating Motif Statistics of Large Networks. ACM Trans. Knowl. Discov. Data 9 (2) (2014)
Junzhou Zhao, John C. S. Lui, Don Towsley, Pinghui Wang, Xiaohong Guan
Design of Efficient Sampling Methods on Hybrid Social-Affiliation Networks. CoRR (2014)
Junzhou Zhao, John C. S. Lui, Donald F. Towsley, Xiaohong Guan
Whom to follow: Efficient followee selection for cascading outbreak detection on online social networks. Comput. Networks 75 (2014)
Junzhou Zhao, John C. S. Lui, Don Towsley, Pinghui Wang, Xiaohong Guan
Tracking Triadic Cardinality Distributions for Burst Detection in Social Activity Streams. CoRR (2014)
Junzhou Zhao, John C. S. Lui, Don Towsley, Xiaohong Guan
Measuring and maximizing group closeness centrality over disk-resident graphs. WWW (Companion Volume) (2014)
Pinghui Wang, Wenbo He, Junzhou Zhao
A Tale of Three Social Networks: User Activity Comparisons across Facebook, Twitter, and Foursquare. IEEE Internet Comput. 18 (2) (2014)
Pinghui Wang, Xiaohong Guan, Junzhou Zhao, Jing Tao, Tao Qin
A New Sketch Method for Measuring Host Connection Degree Distribution. IEEE Trans. Inf. Forensics Secur. 9 (6) (2014)
Junzhou Zhao, John C. S. Lui, Don Towsley, Xiaohong Guan, Pinghui Wang
Social Sensor Placement in Large Scale Networks: A Graph Sampling Perspective CoRR (2013)
Pinghui Wang, Bruno F. Ribeiro, Junzhou Zhao, John C. S. Lui, Don Towsley, Xiaohong Guan
Practical Characterization of Large Networks Using Neighborhood Information. CoRR (2013)
Pinghui Wang, Junzhou Zhao, John C. S. Lui, Don Towsley, Xiaohong Guan
Sampling node pairs over large graphs. ICDE (2013)
Junzhou Zhao
On Analyzing Estimation Errors due to Constrained Connections in Online Review Systems. CoRR (2013)
Junzhou Zhao, Pinghui Wang, Jing Tao, Xiaobo Ma, Xiaohong Guan
A Peep on the Interplays between Online Video Websites and Online Social Networks CoRR (2013)
Pinghui Wang, Junzhou Zhao, John C. S. Lui, Don Towsley, Xiaohong Guan
Sampling Content Distributed Over Graphs. CoRR (2013)
Pinghui Wang, John C. S. Lui, Junzhou Zhao, Bruno F. Ribeiro, Don Towsley, Xiaohong Guan
Efficiently Estimating Subgraph Statistics of Large Networks in the Dark. CoRR (2013)
Yadong Zhou, Xiaohong Guan, Qinghua Zheng, Qindong Sun, Junzhou Zhao
Group dynamics in discussing incidental topics over online social networks. IEEE Netw. 24 (6) (2010)