Publications and Manuscripts
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Query-decision Regression between Shortest Path and Minimum Steiner Tree
Guangmo Tong, Peng Zhao, Mina Samizadeh
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2024
arXiv: https://arxiv.org/abs/2402.02211
Code: https://github.com/cdslabamotong/QRTS -
VN-Solver: Vision-based Neural Solver for Combinatorial Optimization over Graphs
Mina Samizadeh, Guangmo Tong
ACM International Conference on Information and Knowledge Management (CIKM), 2023
arXiv: https://arxiv.org/abs/2308.03185
Code: https://github.com/minasmz/VN-Solver -
Social-Inverse: Inverse Decision-making of Social Contagion Management with Task Migrations
Guangmo Tong
Advances in Neural Information Processing Systems (NeurIPS), 2022
arXiv: https://arxiv.org/abs/2209.10493
Code: https://github.com/cdslabamotong/social_inverse -
Learning the Propagation of Worms in Wireless Sensor Networks
Yifan Wang, Siqi Wang, and Guangmo Tong
EAI WiCON 2022
arXiv: https://arxiv.org/abs/2209.09984
Code: https://github.com/cdslabamotong/CommunicationModelLearning -
Deep-Steiner: Learning to Solve the Euclidean Steiner Tree Problem
Siqi Wang, Yifan Wang, and Guangmo Tong
EAI WiCON 2022
arXiv: https://arxiv.org/abs/2209.09983
Code: https://github.com/EricW1996/EAI-Deepsteiner -
Watchdog: Real-time vehicle tracking on geo-distributed edge nodes
Zheng Dong, Yan Lu, Guangmo Tong, Yuanchao Shu, Shuai Wang, Weisong Shi
ACM Transactions on Internet of Things (TIOT), 2022
arXiv: https://dl.acm.org/doi/abs/10.1145/3549551 -
Learnability of Competitive Threshold Models
Yifan Wang and Guangmo Tong.
The 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI), 2022
arXiv: https://arxiv.org/abs/2205.03750
Code: https://github.com/cdslabamotong/LTInfLearning -
USCO-Solver: Solving Undetermined Stochastic Combinatorial Optimization Problems
Guangmo Tong
Advances in Neural Information Processing Systems (NeurIPS), 2021
arXiv: https://arxiv.org/abs/2107.07508
Code: https://github.com/cdslabamotong/USCO-Solver -
On Forecasting Dynamics In Online Discussion Forums
Chen Ling, Di Cui, Guangmo Tong, and Jianming Zhu
IEEE International Conference on Multimedia and Expo (ICME), 2021 -
Influence maximization problem with echo chamber effect in social network
Jianming Zhu, Peikun Ni, Guangmo Tong, Guoqing Wang, and Jun Huang
IEEE Transactions on Computational Social Systems (TCSS), 2021 -
On Multi-Cascade Influence Maximization: Model, Hardness and Algorithmic Framework
Guangmo Tong, Ruiqi Wang, and Zheng Dong
IEEE Transactions on Network Science and Engineering (TNSE), 2021 -
Time-constrained adaptive influence maximization
Guangmo Tong, Ruiqi Wang, Zheng Dong, and Xiang Li
IEEE Transactions on Computational Social Systems (TCSS), 2020 -
On adaptive influence maximization under general feedback models
Guangmo Tong and Ruiqi Wang
IEEE Transactions on Emerging Topics in Computing (TETC), 2020 -
Nestpp: Modeling thread dynamics in online discussion forums
Chen Ling, Guangmo Tong, and Mozi Chen
31st ACM conference on hypertext and social media (HyperText), 2020 -
MoLoc: Unsupervised fingerprint roaming for device-free indoor localization in a mobile ship environment
Mozi Chen, Kezhong Liu, Jie Ma, Xuming Zeng, Zheng Dong, Guangmo Tong, and Cong Liu
IEEE Internet of Things Journal (IoT-J), 2020 -
Collaborative autonomous driving: Vision and challenges
Zheng Dong, Weisong Shi, Guangmo Tong, Kecheng Yang
International Conference on Connected and Autonomous Driving (MetroCAD), 2020 -
StratLearner: Learning a Strategy for Misinformation Prevention in Social Networks
Guangmo Tong
Advances in Neural Information Processing Systems (NeurIPS), 2020 -
Approximation algorithm for the partial set multi-cover problem
Yishuo Shi, Yingli Ran, Zhao Zhang, James Willson, Guangmo Tong, Ding-Zhu Du
Journal of Global Optimization (JGO), Springer, 2019 -
An Approximation Algorithm for Active Friending in Online Social Networks
Guangmo Tong, Ruiqi Wang, Xiang Li, Weili Wu, Ding-Zhu Du
IEEE 39th International Conference on Distributed Computing Systems (ICDCS), 2019 -
Adaptive Crawling with Cautious Users
Xiang Li, Tianyi Pan, Guangmo Tong, Kai Pan
IEEE 39th International Conference on Distributed Computing Systems (ICDCS), 2019 -
Beyond uniform reverse sampling: A hybrid sampling technique for misinformation prevention
Guangmo Tong, Ding-Zhu Du
IEEE conference on computer communications (INFOCOM), 2019 -
Maximisation of the number of β-view covered targets in visual sensor networks
Ling Guo, Deying Li, Yongcai Wang, Zhao Zhang, Guangmo Tong, Weili Wu, Dingzhu Du
International Journal of Sensor Networks, 2019 -
On Misinformation Containment in Online Social Networks
Guangmo Tong, Ding-Zhu Du, Weili Wu
Advances in Neural Information Processing Systems (NeurIPS), 2018 -
Distributed Rumor Blocking With Multiple Positive Cascades
Guangmo Tong, Weili Wu, Du Ding-Zhu
IEEE Transactions on Computational Social Systems (TCSS), 2018 -
Coupon Advertising in Online Social Systems: Algorithms and Sampling Techniques
Guangmo Tong, Weili Wu, Du Ding-Zhu
arXiv preprint arXiv:1802.06946, 2018 -
An Efficient Randomized Algorithm for Rumor Blocking in Online Social Networks
Guangmo Tong, Weili Wu, Guo Ling, Deying Li, Cong Liu, Bin Liu, Ding-Zhu Du
IEEE Transactions on Network Science and Engineering, 2017 (Invited)
IEEE conference on computer communications (INFOCOM), 2017
Acknowledgment: Thanks Lan Nguyen and Reihaneh Hassanzadeh for helping improve the presentation and fix one technical issue. -
Total coloring of planar graphs without adjacent chordal 6-cycles
Huijuan Wang, Bin Liu, Xiaoli Wang, Guangmo Tong, Weili Wu, Hongwei Gao
Journal of Combinatorial Optimization, 2017 -
Viral marketing with positive influence
Zhao Zhang, Yishuo Shi, James Willson, Ding-Zhu Du, Guangmo Tong
IEEE conference on computer communications (INFOCOM), 2017 -
On positive-influence target-domination
Guangmo Tong, Weili Wu, Panos M Pardalos, Ding-Zhu Du
Optimization Letters, 2017 -
On Non-integer Submodular Set Cover Problem
Weili Wu, Guangmo Tong, and Ding-Zhu Du
Optimization Methods and Applications, 2017 -
On Rivest-Vuillemin Conjecture for Fourteen Variables
Guangmo Tong, Weili Wu, and Ding-Zhu Du
arXiv.1701.02374, 2017 -
Adaptive influence maximization in dynamic social networks
Guangmo Tong, Weili Wu, Shaojie Tang, Ding-Zhu Du
IEEE/ACM Transactions on Networking, 2016
Acknowledgment: Thanks Wei Chen for pointing out one technical issue. -
Terminal-set-enhanced community detection in social networks
Guangmo Tong, Lei Cui, Weili Wu, Cong Liu, Ding-Zhu Du
IEEE conference on computer communications (INFOCOM), 2016 -
Supporting soft real-time sporadic task systems on uniform heterogeneous multiprocessors with no utilization loss
Guangmo Tong, Cong Liu
IEEE Transactions on Parallel and Distributed Systems (TPDS), 2016 -
GPES: A preemptive execution system for GPGPU computing
Husheng Zhou, Guangmo Tong, Cong Liu
21st IEEE Real-Time and Embedded Technology and Applications Symposium, 2015 -
Supporting read/write applications in embedded real-time systems via suspension-aware analysis
Guangmo Tong, Cong Liu
14th International Conference on Embedded Software, 2014