- 2024
- 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) - 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) - 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) - 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) - 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) - 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) - 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 - 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 - 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 - 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 - 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 - Pinghui Wang, Yuanming Zhang, Kuankuan Cheng, Junzhou Zhao:
A Revisit to Graph Neighborhood Cardinality Estimation. ICDE 2024: 3125-3137 - 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 - Yiyan Qi
, Rundong Li
, Pinghui Wang
, Yufang Sun
, Rui Xing
:
QSketch: An Efficient Sketch for Weighted Cardinality Estimation in Streams. KDD 2024: 2432-2443 - 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 - 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 - 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 - 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) - 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) - 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) - 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: 41-52 (2023) - 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) - 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) - 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) - Xuchuang Wang, Hong Xie
, Pinghui Wang, John C. S. Lui:
Optimizing recommendations under abandonment risks: Models and algorithms. Perform. Evaluation 161: 102351 (2023) - Zhuoying Zhao
, Ziling Tan, Pinghui Mo
, Xiaonan Wang, Dan Zhao, Xin Zhang
, Ming Tao, Jie Liu:
A Heterogeneous Parallel Non-von Neumann Architecture System for Accurate and Efficient Machine Learning Molecular Dynamics. IEEE Trans. Circuits Syst. I Regul. Pap. 70(6): 2439-2449 (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): 9350-9363 (2023) - 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) - 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) - 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)