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Journal Articles
- 2024
[j29]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: 112173 (2024)- [j28]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): 5575-5594 (2024) - [j27]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): 3111-3125 (2024) - [j26]Runze Lei, Pinghui Wang, Rundong Li, Peng Jia, Junzhou Zhao, Xiaohong Guan:
Sketching Data Distribution by Rotation. IEEE Trans. Knowl. Data Eng. 36(11): 7015-7029 (2024) - [j25]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): 1461-1476 (2024) - 2023
- [j24]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: 41-52 (2023) - [j23]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): 60:1-60:24 (2023) - [j22]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): 9350-9363 (2023) - [j21]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): 1159-1172 (2023) - 2022
- [j20]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): 5336-5350 (2022) - [j19]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): 5621-5635 (2022) - [j18]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): 4456-4470 (2022) - 2021
- [j17]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): 939-969 (2021) - 2020
- [j16]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: 935-951 (2020) - [j15]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): 2:1-2:25 (2020) - 2019
- [j14]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): 24-57 (2019) - [j13]Junzhou Zhao, Pinghui Wang, John C. S. Lui:
Optimizing node discovery on networks: Problem definitions, fast algorithms, and observations. Inf. Sci. 477: 161-185 (2019) - [j12]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): 701-728 (2019) - [j11]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): 67-92 (2019) - [j10]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): 301-326 (2019) - [j9]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): 61-74 (2019) - 2018
- [j8]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): 73-86 (2018) - 2017
- [j7]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: 105-128 (2017) - 2015
- [j6]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): 22:1-22:27 (2015) - 2014
- [j5]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: 544-559 (2014) - [j4]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): 10-15 (2014) - [j3]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): 948-960 (2014) - [j2]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): 8:1-8:27 (2014) - 2010
- [j1]Yadong Zhou, Xiaohong Guan, Qinghua Zheng, Qindong Sun, Junzhou Zhao:
Group dynamics in discussing incidental topics over online social networks. IEEE Netw. 24(6): 42-47 (2010)
Conference and Workshop Papers
- 2024
- [c28]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: 2025-2038 - [c27]Tao Duan, Junzhou Zhao, Shuo Zhang, Jing Tao, Pinghui Wang:
Representation Learning of Tangled Key-Value Sequence Data for Early Classification. ICDE 2024: 1063-1075 - [c26]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: 1338-1351 - [c25]Pinghui Wang, Yuanming Zhang, Kuankuan Cheng, Junzhou Zhao:
A Revisit to Graph Neighborhood Cardinality Estimation. ICDE 2024: 3125-3137 - [c24]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: 618-628 - 2023
- [c23]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: 13976-13983 - 2022
- [c22]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: 110-122 - [c21]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: 4510-4516 - 2021
- [c20]Shuo Zhang, Junzhou Zhao, Pinghui Wang, Nuo Xu, Yang Yang, Yiting Liu, Yi Huang, Junlan Feng:
Learning to Check Contract Inconsistencies. AAAI 2021: 14446-14453 - [c19]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: 804-815 - [c18]Runze Lei, Pinghui Wang, Rundong Li, Peng Jia, Junzhou Zhao, Xiaohong Guan, Chao Deng:
Fast Rotation Kernel Density Estimation over Data Streams. KDD 2021: 892-902 - [c17]Junzhou Zhao, Pinghui Wang, Chao Deng, Jing Tao:
Temporal Biased Streaming Submodular Optimization. KDD 2021: 2305-2315 - [c16]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: 830-842 - [c15]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: 1077-1089 - 2020
- [c14]Nuo Xu, Pinghui Wang, Long Chen, Li Pan, Xiaoyan Wang, Junzhou Zhao:
Distinguish Confusing Law Articles for Legal Judgment Prediction. ACL 2020: 3086-3095 - [c13]Junzhou Zhao, Pinghui Wang, Jing Tao, Shuo Zhang, John C. S. Lui:
Continuously Tracking Core Items in Data Streams with Probabilistic Decays. ICDE 2020: 769-780 - [c12]Yiyan Qi, Pinghui Wang, Yuanming Zhang, Junzhou Zhao, Guangjian Tian, Xiaohong Guan:
Fast Generating A Large Number of Gumbel-Max Variables. WWW 2020: 796-807 - 2019
- [c11]Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang:
Submodular Optimization over Streams with Inhomogeneous Decays. AAAI 2019: 5861-5868 - [c10]Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang:
Tracking Influential Nodes in Time-Decaying Dynamic Interaction Networks. ICDE 2019: 1106-1117 - [c9]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: 3968-3974 - 2018
- [c8]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: 1773-1774 - [c7]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: 5409-5413 - 2017
- [c6]Xiaoying Zhang, Junzhou Zhao, John C. S. Lui:
Modeling the Assimilation-Contrast Effects in Online Product Rating Systems: Debiasing and Recommendations. RecSys 2017: 98-106 - 2016
- [c5]Pinghui Wang, John C. S. Lui, Donald F. Towsley, Junzhou Zhao:
Minfer: A method of inferring motif statistics from sampled edges. ICDE 2016: 1050-1061 - 2015
- [c4]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: 15-25 - [c3]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: 939-950 - 2014
- [c2]Junzhou Zhao, John C. S. Lui, Don Towsley, Xiaohong Guan:
Measuring and maximizing group closeness centrality over disk-resident graphs. WWW (Companion Volume) 2014: 689-694 - 2013
- [c1]Pinghui Wang, Junzhou Zhao, John C. S. Lui, Don Towsley, Xiaohong Guan:
Sampling node pairs over large graphs. ICDE 2013: 781-792
Informal and Other Publications
- 2024
- [i28]Tao Duan, Junzhou Zhao, Shuo Zhang, Jing Tao, Pinghui Wang:
Representation Learning of Tangled Key-Value Sequence Data for Early Classification. CoRR abs/2404.07454 (2024) - [i27]Nuo Xu, Pinghui Wang, Junzhou Zhao, Feiyang Sun, Lin Lan, Jing Tao, Li Pan, Xiaohong Guan:
Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge. CoRR abs/2408.09422 (2024) - 2023
- [i26]Runze Lei, Pinghui Wang, Junzhou Zhao, Lin Lan, Jing Tao, Chao Deng, Junlan Feng, Xidian Wang, Xiaohong Guan:
Federated Learning over Coupled Graphs. CoRR abs/2301.11099 (2023) - [i25]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 abs/2302.02158 (2023) - [i24]Yuanming Zhang, Pinghui Wang, Yiyan Qi, Kuankuan Cheng, Junzhou Zhao, Guangjian Tian, Xiaohong Guan:
Fast Gumbel-Max Sketch and its Applications. CoRR abs/2302.05176 (2023) - [i23]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 abs/2302.13505 (2023) - [i22]Shuo Zhang, Liangming Pan, Junzhou Zhao, William Yang Wang:
Mitigating Language Model Hallucination with Interactive Question-Knowledge Alignment. CoRR abs/2305.13669 (2023) - [i21]Jie Ma, Pinghui Wang, Dechen Kong, Zewei Wang, Jun Liu, Hongbin Pei, Junzhou Zhao:
Robust Visual Question Answering: Datasets, Methods, and Future Challenges. CoRR abs/2307.11471 (2023) - 2022
- [i20]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 abs/2204.11481 (2022) - 2020
- [i19]Yiyan Qi, Pinghui Wang, Yuanming Zhang, Junzhou Zhao, Guangjian Tian, Xiaohong Guan:
Fast Generating A Large Number of Gumbel-Max Variables. CoRR abs/2002.00413 (2020) - [i18]Nuo Xu, Pinghui Wang, Long Chen, Li Pan, Xiaoyan Wang, Junzhou Zhao:
Distinguish Confusing Law Articles for Legal Judgment Prediction. CoRR abs/2004.02557 (2020) - [i17]Shuo Zhang, Junzhou Zhao, Pinghui Wang, Nuo Xu, Yang Yang, Yiting Liu, Yi Huang, Junlan Feng:
Learning to Check Contract Inconsistencies. CoRR abs/2012.08150 (2020) - 2019
- [i16]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 abs/1905.09558 (2019) - 2018
- [i15]Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang:
Tracking Influential Nodes in Time-Decaying Dynamic Interaction Networks. CoRR abs/1810.07917 (2018) - [i14]Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang:
Submodular Optimization Over Streams with Inhomogeneous Decays. CoRR abs/1811.05652 (2018) - 2017
- [i13]Junzhou Zhao, John C. S. Lui, Pinghui Wang, Xiaohong Guan:
Towards Efficient Node Discoverability Optimization on Large Networks. CoRR abs/1703.04307 (2017) - [i12]Junzhou Zhao, Pinghui Wang, John C. S. Lui, Don Towsley, Xiaohong Guan:
Sampling Online Social Networks by Random Walk with Indirect Jumps. CoRR abs/1708.09081 (2017) - [i11]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 abs/1708.09089 (2017) - 2016
- [i10]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 abs/1604.08691 (2016) - 2015
- [i9]Pinghui Wang, Jing Tao, Junzhou Zhao, Xiaohong Guan:
Moss: A Scalable Tool for Efficiently Sampling and Counting 4- and 5-Node Graphlets. CoRR abs/1509.08089 (2015) - 2014
- [i8]Junzhou Zhao, John C. S. Lui, Don Towsley, Pinghui Wang, Xiaohong Guan:
Design of Efficient Sampling Methods on Hybrid Social-Affiliation Networks. CoRR abs/1405.5097 (2014) - [i7]Junzhou Zhao, John C. S. Lui, Don Towsley, Pinghui Wang, Xiaohong Guan:
Tracking Triadic Cardinality Distributions for Burst Detection in Social Activity Streams. CoRR abs/1411.3808 (2014) - 2013
- [i6]Junzhou Zhao, Pinghui Wang, Jing Tao, Xiaobo Ma, Xiaohong Guan:
A Peep on the Interplays between Online Video Websites and Online Social Networks. CoRR abs/1305.4018 (2013) - [i5]Junzhou Zhao, John C. S. Lui, Don Towsley, Xiaohong Guan, Pinghui Wang:
Social Sensor Placement in Large Scale Networks: A Graph Sampling Perspective. CoRR abs/1305.6489 (2013) - [i4]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 abs/1306.5288 (2013) - [i3]Junzhou Zhao:
On Analyzing Estimation Errors due to Constrained Connections in Online Review Systems. CoRR abs/1307.3687 (2013) - [i2]Pinghui Wang, Bruno F. Ribeiro, Junzhou Zhao, John C. S. Lui, Don Towsley, Xiaohong Guan:
Practical Characterization of Large Networks Using Neighborhood Information. CoRR abs/1311.3037 (2013) - [i1]Pinghui Wang, Junzhou Zhao, John C. S. Lui, Don Towsley, Xiaohong Guan:
Sampling Content Distributed Over Graphs. CoRR abs/1311.3882 (2013)
Coauthor Index
Don Towsley
aka: Donald F. Towsley
aka: Donald F. Towsley
[j28] [j27] [j26] [j25] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j16] [j14] [j13] [j12] [j11] [j10] [j9] [j8] [j7] [j6] [j4] [j3] [j2] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c5] [c4] [c3] [c1] [i28] [i27] [i26] [i25] [i24] [i23] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [i5] [i4] [i2] [i1]
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