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2020 – today
- 2024
[j62]Jie Ma
, Jun Liu, Qi Chai, Pinghui Wang, Jing Tao:
Diagram Perception Networks for Textbook Question Answering via Joint Optimization. Int. J. Comput. Vis. 132(5): 1578-1591 (2024)- [j61]Pinghui Wang, Yitong Liu, Zhicheng Li, Rundong Li:
An LDP Compatible Sketch for Securely Approximating Set Intersection Cardinalities. Proc. ACM Manag. Data 2(1): 26:1-26:27 (2024) - [j60]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) - [j59]Chenxu Wang, Peijing Jiang, Xiangliang Zhang, Pinghui Wang, Tao Qin, Xiaohong Guan:
GTCAlign: Global Topology Consistency-Based Graph Alignment. IEEE Trans. Knowl. Data Eng. 36(5): 2009-2025 (2024) - [j58]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) - [j57]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) - [j56]Jie Ma, Qi Chai, Jun Liu, Qingyu Yin, Pinghui Wang, Qinghua Zheng:
XTQA: Span-Level Explanations for Textbook Question Answering. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16493-16503 (2024) - [j55]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) - [c52]Hongbin Pei, Taile Chen, Chen A, Huiqi Deng, Jing Tao, Pinghui Wang, Xiaohong Guan:
HAGO-Net: Hierarchical Geometric Massage Passing for Molecular Representation Learning. AAAI 2024: 14572-14580 - [c51]Zi Liang, Pinghui Wang, Ruofei Zhang, Nuo Xu, Shuo Zhang, Lifeng Xing, Haitao Bai, Ziyang Zhou:
MERGE: Fast Private Text Generation. AAAI 2024: 19884-19892 - [c50]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 - [c49]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 - [c48]Pinghui Wang, Yuanming Zhang, Kuankuan Cheng, Junzhou Zhao:
A Revisit to Graph Neighborhood Cardinality Estimation. ICDE 2024: 3125-3137 - [c47]Chenxu Wang, Xin Yang, Tianyi Li, Jiaxing Wei, Pinghui Wang, Hongzhen Xiang, Christian S. Jensen:
SWISP: Distributed Convoy Mining via Sliding Window-based Indexing and Sub-track Partitioning. ICDE 2024: 4518-4531 - [c46]Hongbin Pei, Yu Li, Huiqi Deng, Jingxin Hai, Pinghui Wang, Jie Ma, Jing Tao, Yuheng Xiong, Xiaohong Guan:
Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing. ICML 2024 - [c45]Yiyan Qi, Rundong Li, Pinghui Wang, Yufang Sun, Rui Xing:
QSketch: An Efficient Sketch for Weighted Cardinality Estimation in Streams. KDD 2024: 2432-2443 - [c44]Ziyang Zhou, Pinghui Wang, Zi Liang, Ruofei Zhang, Haitao Bai:
PAIR: Pre-denosing Augmented Image Retrieval Model for Defending Adversarial Patches. ACM Multimedia 2024: 5771-5779 - [c43]Lin Lan, Pinghui Wang, Rui Shi, Tingqing Liu, Juxiang Zeng, Feiyang Sun, Yang Ren, Jing Tao, Xiaohong Guan:
Grand: A Fast and Accurate Graph Retrieval Framework via Knowledge Distillation. SIGIR 2024: 1639-1648 - [c42]Hongbin Pei, Yuheng Xiong, Pinghui Wang, Jing Tao, Jialun Liu, Huiqi Deng, Jie Ma, Xiaohong Guan:
Memory Disagreement: A Pseudo-Labeling Measure from Training Dynamics for Semi-supervised Graph Learning. WWW 2024: 434-445 - [c41]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 - [i43]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) - [i42]Jie Ma, Min Hu, Pinghui Wang, Wangchun Sun, Lingyun Song, Hongbin Pei, Jun Liu, Youtian Du:
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering. CoRR abs/2404.12020 (2024) - [i41]Yiyan Qi, Rundong Li, Pinghui Wang, Yufang Sun, Rui Xing:
QSketch: An Efficient Sketch for Weighted Cardinality Estimation in Streams. CoRR abs/2406.19143 (2024) - [i40]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) - [i39]Jie Ma, Zhitao Gao, Qi Chai, Wangchun Sun, Pinghui Wang, Hongbin Pei, Jing Tao, Lingyun Song, Jun Liu, Chen Zhang, Lizhen Cui:
Debate on Graph: a Flexible and Reliable Reasoning Framework for Large Language Models. CoRR abs/2409.03155 (2024) - 2023
- [j54]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) - [j53]Zeyu Zhang, Chao Zhang, Qiao-Chu He, Pinghui Wang:
Robust integrated planning for LEO satellite network design and service operations. Oper. Res. Lett. 51(6): 575-582 (2023) - [j52]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) - [j51]Peng Jia, Shaofeng Cai, Beng Chin Ooi, Pinghui Wang, Yiyuan Xiong:
Robust and Transferable Log-based Anomaly Detection. Proc. ACM Manag. Data 1(1): 64:1-64:26 (2023) - [j50]Xuchuang Wang, Hong Xie, Pinghui Wang, John C. S. Lui:
Optimizing recommendations under abandonment risks: Models and algorithms. Perform. Evaluation 161: 102351 (2023) - [j49]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) - [j48]Changyu Wang, Pinghui Wang, Tao Qin, Chenxu Wang, Suhansanu Kumar, Xiaohong Guan, Jun Liu, Kevin Chen-Chuan Chang:
SocialSift: Target Query Discovery on Online Social Media With Deep Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 34(9): 5654-5668 (2023) - [j47]Yuntao Wang, Zhou Su, Qichao Xu, Ruidong Li, Tom H. Luan, Pinghui Wang:
A Secure and Intelligent Data Sharing Scheme for UAV-Assisted Disaster Rescue. IEEE/ACM Trans. Netw. 31(6): 2422-2438 (2023) - [j46]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) - [c40]Haitao Bai, Pinghui Wang, Ruofei Zhang, Zhou Su:
SegFormer: A Topic Segmentation Model with Controllable Range of Attention. AAAI 2023: 12545-12552 - [c39]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 - [c38]Chenxu Wang, Wei Rao, Wenna Guo, Pinghui Wang, Jun Liu, Xiaohong Guan:
Towards Understanding the Instability of Network Embedding (Extended Abstract). ICDE 2023: 3825-3826 - [i38]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) - [i37]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) - [i36]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) - [i35]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) - [i34]Jie Ma, Pinghui Wang, Zewei Wang, Dechen Kong, Min Hu, Ting Han, Jun Liu:
Adaptive loose optimization for robust question answering. CoRR abs/2305.03971 (2023) - [i33]Zi Liang, Pinghui Wang, Ruofei Zhang, Shuo Zhang, Xiaofan Ye, Yi Huang, Junlan Feng:
Healing Unsafe Dialogue Responses with Weak Supervision Signals. CoRR abs/2305.15757 (2023) - [i32]Zi Liang, Pinghui Wang, Ruofei Zhang, Nuo Xu, Shuo Zhang:
MERGE: Fast Private Text Generation. CoRR abs/2305.15769 (2023) - [i31]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
- [j45]Chenxu Wang, Yue Wan, Zhenhao Huang, Panpan Meng, Pinghui Wang:
AEP: Aligning knowledge graphs via embedding propagation. Neurocomputing 507: 130-144 (2022) - [j44]Lujia Pan, Marcus Kalander, Pinghui Wang:
LDAAD: An effective label de-noising approach for anomaly detection. J. Intell. Fuzzy Syst. 42(6): 5627-5637 (2022) - [j43]Chenxu Wang, Yu Yang, Kaiqiang Suo, Pinghui Wang:
MulSetRank: Multiple set ranking for personalized recommendation from implicit feedback. Knowl. Based Syst. 249: 108946 (2022) - [j42]Peng Jia, Pinghui Wang, Yuchao Zhang, Xiangliang Zhang, Jing Tao, Jianwei Ding, Xiaohong Guan, Don Towsley:
Accurately Estimating User Cardinalities and Detecting Super Spreaders Over Time. IEEE Trans. Knowl. Data Eng. 34(1): 92-106 (2022) - [j41]Chenxu Wang, Wei Rao, Wenna Guo, Pinghui Wang, Jun Liu, Xiaohong Guan:
Towards Understanding the Instability of Network Embedding. IEEE Trans. Knowl. Data Eng. 34(2): 927-941 (2022) - [j40]Changyu Wang, Kevin Chen-Chuan Chang, Pinghui Wang, Tao Qin, Xiaohong Guan:
Heterogeneous Network Crawling: Reaching Target Nodes by Motif-Guided Navigation. IEEE Trans. Knowl. Data Eng. 34(9): 4285-4297 (2022) - [j39]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) - [j38]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) - [j37]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) - [c37]Lujia Pan, Marcus Kalander, Yuchao Zhang, Pinghui Wang:
Contrastive Representation based Active Learning for Time Series. DASC/PiCom/CBDCom/CyberSciTech 2022: 1-6 - [c36]Chengjin Yang, Dongdong Xie, Linxi Cai, Pinghui Wang:
FBPB-SE: A Forward and Backward Private Blockchain-based Searchable Encryption with Fuzzy Multi-keyword. DASC/PiCom/CBDCom/CyberSciTech 2022: 1-6 - [c35]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 - [c34]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 - [i30]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) - [i29]Yuntao Wang, Zhou Su, Qichao Xu, Ruidong Li, Tom H. Luan, Pinghui Wang:
A Secure and Intelligent Data Sharing Scheme for UAV-Assisted Disaster Rescue. CoRR abs/2211.12988 (2022) - 2021
- [j36]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) - [j35]Yuanming Zhang, Jing Tao, Shuo Zhang, Yuchao Zhang, Pinghui Wang:
A machine learning based approach for user privacy preservation in social networks. Peer-to-Peer Netw. Appl. 14(3): 1596-1607 (2021) - [j34]Yiyan Qi, Pinghui Wang, Yuanming Zhang, Qiaozhu Zhai, Chenxu Wang, Guangjian Tian, John C. S. Lui, Xiaohong Guan:
Streaming Algorithms for Estimating High Set Similarities in LogLog Space. IEEE Trans. Knowl. Data Eng. 33(10): 3438-3452 (2021) - [c33]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 - [c32]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 - [c31]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 - [c30]Junzhou Zhao, Pinghui Wang, Chao Deng, Jing Tao:
Temporal Biased Streaming Submodular Optimization. KDD 2021: 2305-2315 - [c29]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 - [c28]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 - [c27]Rui Li, Zhinan Cheng, Patrick P. C. Lee, Pinghui Wang, Yi Qiang, Lin Lan, Cheng He, Jinlong Lu, Mian Wang, Xinquan Ding:
Automated Intelligent Healing in Cloud-Scale Data Centers. SRDS 2021: 244-253 - 2020
- [j33]Lujia Pan, Jianfeng Zhang, Patrick P. C. Lee, Marcus Kalander, Junjian Ye, Pinghui Wang:
Proactive microwave link anomaly detection in cellular data networks. Comput. Networks 167 (2020) - [j32]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) - [j31]Yiyan Qi, Jiefeng Cheng, Xiaojun Chen, Reynold Cheng, Albert Bifet, Pinghui Wang:
Discriminative Streaming Network Embedding. Knowl. Based Syst. 190: 105138 (2020) - [j30]Changyu Wang, Xiaohong Guan, Tao Qin, Pinghui Wang, Jing Tao, Yongwei Meng, Jingyuan Liu:
Addressing the train-test gap on traffic classification combined subflow model with ensemble learning. Knowl. Based Syst. 204: 106192 (2020) - [j29]Tao Qin, Zhaoli Liu, Pinghui Wang, Shancang Li, Xiaohong Guan, Lixin Gao:
Symmetry Degree Measurement and its Applications to Anomaly Detection. IEEE Trans. Inf. Forensics Secur. 15: 1040-1055 (2020) - [c26]Nuo Xu, Pinghui Wang, Long Chen, Li Pan, Xiaoyan Wang, Junzhou Zhao:
Distinguish Confusing Law Articles for Legal Judgment Prediction. ACL 2020: 3086-3095 - [c25]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 - [c24]Lin Lan, Pinghui Wang, Xuefeng Du, Kaikai Song, Jing Tao, Xiaohong Guan:
Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding. NeurIPS 2020 - [c23]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 - [i28]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) - [i27]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) - [i26]Lin Lan, Pinghui Wang, Xuefeng Du, Kaikai Song, Jing Tao, Xiaohong Guan:
Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding. CoRR abs/2007.02914 (2020) - [i25]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)
2010 – 2019
- 2019
- [j28]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) - [j27]Juxiang Zeng, Pinghui Wang, Qiqi Zhao, Jianye Pang, Jing Tao, Xiaohong Guan:
Effectively Linking Persons on Cameras and Mobile Devices on Networks. IEEE Internet Comput. 23(4): 18-26 (2019) - [j26]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) - [j25]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) - [j24]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) - [j23]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) - [j22]Fabricio Murai, Bruno Ribeiro, Don Towsley, Pinghui Wang:
Characterizing Directed and Undirected Networks via Multidimensional Walks with Jumps. ACM Trans. Knowl. Discov. Data 13(1): 11:1-11:33 (2019) - [j21]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) - [j20]Pinghui Wang, Peng Jia, Jing Tao, Xiaohong Guan:
Detecting a Variety of Long-Term Stealthy User Behaviors on High Speed Links. IEEE Trans. Knowl. Data Eng. 31(10): 1912-1925 (2019) - [j19]Pinghui Wang, Xiangyu Wang, Jing Tao, Peng Zhang, Xiaohong Guan:
Continuously Distinct Sampling over Centralized and Distributed High Speed Data Streams. IEEE Trans. Parallel Distributed Syst. 30(2): 300-314 (2019) - [c22]Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang:
Submodular Optimization over Streams with Inhomogeneous Decays. AAAI 2019: 5861-5868 - [c21]Yuanming Zhang, Shuo Zhang, Yuchao Zhang, Jing Tao, Pinghui Wang:
A Large-Scale Empirical Study of Internet Users' Privacy Leakage in China. DASC/PiCom/DataCom/CyberSciTech 2019: 406-411 - [c20]Pinghui Wang, Peng Jia, Yiyan Qi, Yu Sun, Jing Tao, Xiaohong Guan:
REPT: A Streaming Algorithm of Approximating Global and Local Triangle Counts in Parallel. ICDE 2019: 758-769 - [c19]Pinghui Wang, Peng Jia, Xiangliang Zhang, Jing Tao, Xiaohong Guan, Don Towsley:
Utilizing Dynamic Properties of Sharing Bits and Registers to Estimate User Cardinalities Over Time. ICDE 2019: 1094-1105 - [c18]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 - [c17]Peng Jia, Pinghui Wang, Jing Tao, Xiaohong Guan:
A Fast Sketch Method for Mining User Similarities Over Fully Dynamic Graph Streams. ICDE 2019: 1682-1685 - [c16]Lin Lan, Zhenguo Li, Xiaohong Guan, Pinghui Wang:
Meta Reinforcement Learning with Task Embedding and Shared Policy. IJCAI 2019: 2794-2800 - [c15]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 - [c14]Pinghui Wang, Yiyan Qi, Yuanming Zhang, Qiaozhu Zhai, Chenxu Wang, John C. S. Lui, Xiaohong Guan:
A Memory-Efficient Sketch Method for Estimating High Similarities in Streaming Sets. KDD 2019: 25-33 - [i24]Peng Jia, Pinghui Wang, Jing Tao, Xiaohong Guan:
A Fast Sketch Method for Mining User Similarities over Fully Dynamic Graph Streams. CoRR abs/1901.00650 (2019) - [i23]Lin Lan, Zhenguo Li, Xiaohong Guan, Pinghui Wang:
Meta Reinforcement Learning with Task Embedding and Shared Policy. CoRR abs/1905.06527 (2019) - [i22]Pinghui Wang, Yiyan Qi, Yuanming Zhang, Qiaozhu Zhai, Chenxu Wang, John C. S. Lui, Xiaohong Guan:
A Memory-Efficient Sketch Method for Estimating High Similarities in Streaming Sets. CoRR abs/1905.08977 (2019) - [i21]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
- [j18]Pinghui Wang, Feiyang Sun, Di Wang, Jing Tao, Xiaohong Guan, Albert Bifet:
Predicting attributes and friends of mobile users from AP-Trajectories. Inf. Sci. 463-464: 110-128 (2018) - [j17]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) - [c13]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 - [c12]Pinghui Wang, Peng Jia, Jing Tao, Xiaohong Guan:
Mining Long-Term Stealthy User Behaviors on High Speed Links. INFOCOM 2018: 2051-2059 - [i20]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) - [i19]Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang:
Submodular Optimization Over Streams with Inhomogeneous Decays. CoRR abs/1811.05652 (2018) - [i18]Pinghui Wang, Peng Jia, Xiangliang Zhang, Jing Tao, Xiaohong Guan, Don Towsley:
Utilizing Dynamic Properties of Sharing Bits and Registers to Estimate User Cardinalities over Time. CoRR abs/1811.09126 (2018) - [i17]Pinghui Wang, Peng Jia, Yiyan Qi, Yu Sun, Jing Tao, Xiaohong Guan:
REPT: A Streaming Algorithm of Approximating Global and Local Triangle Counts in Parallel. CoRR abs/1811.09136 (2018) - 2017
- [j16]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) - [j15]Jianfeng Li, Xiaobo Ma, Junjie Zhang, Jing Tao, Pinghui Wang, Xiaohong Guan:
Mining repeating pattern in packet arrivals: Metrics, models, and applications. Inf. Sci. 408: 1-22 (2017) - [j14]Jing Tao, Pinghui Wang, Xiaohong Guan, Wenjun Hu:
AL-bitmap: Monitoring network traffic activity graphs on high speed links. Inf. Sci. 408: 162-175 (2017) - [j13]Pinghui Wang, Yiyan Qi, Yu Sun, Xiangliang Zhang, Jing Tao, Xiaohong Guan:
Approximately Counting Triangles in Large Graph Streams Including Edge Duplicates with a Fixed Memory Usage. Proc. VLDB Endow. 11(2): 162-175 (2017) - [c11]Pinghui Wang, Feiyang Sun, Di Wang, Jing Tao, Xiaohong Guan, Albert Bifet:
Inferring Demographics and Social Networks of Mobile Device Users on Campus From AP-Trajectories. WWW (Companion Volume) 2017: 139-147 - [i16]Junzhou Zhao, John C. S. Lui, Pinghui Wang, Xiaohong Guan:
Towards Efficient Node Discoverability Optimization on Large Networks. CoRR abs/1703.04307 (2017) - [i15]Fabricio Murai, Bruno F. Ribeiro, Don Towsley, Pinghui Wang:
Characterizing Directed and Undirected Networks via Multidimensional Walks with Jumps. CoRR abs/1703.08252 (2017) - [i14]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) - [i13]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
- [j12]Xiaowei Chen, Yongkun Li, Pinghui Wang, John C. S. Lui:
A General Framework for Estimating Graphlet Statistics via Random Walk. Proc. VLDB Endow. 10(3): 253-264 (2016) - [j11]Pinghui Wang, Wenbo He, Xue Liu:
Efficiently Estimating Statistics of Points of Interests on Maps. IEEE Trans. Knowl. Data Eng. 28(2): 425-438 (2016) - [c10]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 - [i12]Xiaowei Chen, Yongkun Li, Pinghui Wang, John C. S. Lui:
A General Framework for Estimating Graphlet Statistics via Random Walk. CoRR abs/1603.07504 (2016) - [i11]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
- [j10]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) - [c9]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 - [c8]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 - [i10]Pinghui Wang, John C. S. Lui, Don Towsley:
Minfer: Inferring Motif Statistics From Sampled Edges. CoRR abs/1502.06671 (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
- [j9]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) - [j8]Tao Qin, Xiaohong Guan, Wei Li, Pinghui Wang, Min Zhu:
A new connection degree calculation and measurement method for large scale network monitoring. J. Netw. Comput. Appl. 41: 15-26 (2014) - [j7]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) - [j6]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) - [c7]Pinghui Wang, Wenbo He, Xue Liu:
An efficient sampling method for characterizing points of interests on maps. ICDE 2014: 1012-1023 - [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
- [j5]Fabricio Murai, Bruno F. Ribeiro, Don Towsley, Pinghui Wang:
On Set Size Distribution Estimation and the Characterization of Large Networks via Sampling. IEEE J. Sel. Areas Commun. 31(6): 1017-1025 (2013) - [c6]Pinghui Wang, Junzhou Zhao, John C. S. Lui, Don Towsley, Xiaohong Guan:
Sampling node pairs over large graphs. ICDE 2013: 781-792 - [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]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) - [i2]Pinghui Wang, Junzhou Zhao, John C. S. Lui, Don Towsley, Xiaohong Guan:
Sampling Content Distributed Over Graphs. CoRR abs/1311.3882 (2013) - 2012
- [j4]Pinghui Wang, Xiaohong Guan, Don Towsley, Jing Tao:
Virtual indexing based methods for estimating node connection degrees. Comput. Networks 56(12): 2773-2787 (2012) - [c5]Bruno F. Ribeiro, Pinghui Wang, Fabricio Murai, Don Towsley:
Sampling directed graphs with random walks. INFOCOM 2012: 1692-1700 - [i1]Fabricio Murai, Bruno F. Ribeiro, Don Towsley, Pinghui Wang:
On Set Size Distribution Estimation and the Characterization of Large Networks via Sampling. CoRR abs/1209.0736 (2012) - 2011
- [j3]Tao Qin, Xiaohong Guan, Wei Li, Pinghui Wang, Qiuzhen Huang:
Monitoring abnormal network traffic based on blind source separation approach. J. Netw. Comput. Appl. 34(5): 1732-1742 (2011) - [j2]Pinghui Wang, Xiaohong Guan, Tao Qin, Qiuzhen Huang:
A Data Streaming Method for Monitoring Host Connection Degrees of High-Speed Links. IEEE Trans. Inf. Forensics Secur. 6(3-2): 1086-1098 (2011) - [c4]Pinghui Wang, Xiaohong Guan, Weibo Gong, Donald F. Towsley:
A new virtual indexing method for measuring host connection degrees. INFOCOM 2011: 156-160 - 2010
- [j1]Xiaohong Guan, Tao Qin, Wei Li, Pinghui Wang:
Dynamic Feature Analysis and Measurement for Large-Scale Network Traffic Monitoring. IEEE Trans. Inf. Forensics Secur. 5(4): 905-919 (2010)
2000 – 2009
- 2009
- [c3]Pinghui Wang, Xiaohong Guan, Tao Qin:
P2P Traffic Identification Based on the Signatures of Key Packets. CAMAD 2009: 1-5 - [c2]Xiaohong Guan, Pinghui Wang, Tao Qin:
A New Data Streaming Method for Locating Hosts with Large Connection Degree. GLOBECOM 2009: 1-6 - [c1]Tao Qin, Xiaohong Guan, Wei Li, Pinghui Wang:
Monitoring Abnormal Traffic Flows Based on Independent Component Analysis. ICC 2009: 1-5
Coauthor Index
[j59] [j57] [c52] [c49] [c46] [c43] [c42] [c41] [i40] [j52] [j49] [j48] [j46] [c38] [i38] [i37] [i36] [j42] [j41] [j40] [j39] [j38] [j37] [c35] [j36] [j34] [c32] [c31] [c29] [j32] [j30] [j29] [c24] [c23] [i28] [i26] [j28] [j27] [j25] [j24] [j23] [j20] [j19] [c20] [c19] [c17] [c16] [c14] [i24] [i23] [i22] [j18] [j17] [c13] [c12] [i18] [i17] [j16] [j15] [j14] [j13] [c11] [i16] [i14] [i13] [i11] [j10] [c9] [c8] [i9] [j8] [j7] [j6] [i8] [i7] [c6] [i6] [i5] [i4] [i3] [i2] [j4] [j3] [j2] [c4] [j1] [c3] [c2] [c1]
[j62] [j55] [c52] [c50] [c46] [c43] [c42] [i43] [i40] [i39] [j52] [j46] [c39] [i38] [i37] [i35] [j42] [j39] [j38] [j37] [c35] [j35] [c32] [c30] [j32] [j30] [c25] [c24] [i26] [j27] [j23] [j21] [j20] [j19] [c21] [c20] [c19] [c17] [c15] [i24] [i21] [j18] [j17] [c12] [i18] [i17] [j15] [j14] [j13] [c11] [i11] [i9] [j7] [i6] [j4]
Don Towsley
aka: Donald F. Towsley
aka: Donald F. Towsley
[j60] [j58] [j57] [j55] [c50] [c49] [c48] [c41] [i43] [i40] [j54] [j52] [j49] [j46] [c39] [i38] [i37] [i36] [i35] [i31] [j39] [j38] [j37] [c35] [c34] [i30] [j36] [c33] [c32] [c31] [c30] [c29] [c28] [j32] [c26] [c25] [c23] [i28] [i27] [i25] [j28] [j26] [j25] [j24] [j23] [j21] [c22] [c18] [c15] [i21] [j17] [c13] [i20] [i19] [j16] [i16] [i14] [i13] [c10] [i11] [j10] [c9] [c8] [i9] [j9] [j7] [j6] [i8] [i7] [c6] [i6] [i5] [i4] [i3] [i2]
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