Publications
Selected Publications
A full list of publications can be found at Google Scholar.
2027
- Quanao Li, , Zeli Wang, Li Ni, Jin Zhao, Ruikun Luo, Rong-Hua Li. HonorCut: Higher-order Attributed Normalized Cut for Neural Attributed Graph Clustering. ICDE, 2027. CCF-A会议 ACCEPT
2026
- Zhixuan Chen (本科生), Xinyu Liu (本科生), , Tao Jia. Effective and Efficient Temporal Graph Neural Networks via Polynomial Spectral Sparsification. IEEE TII, 2026. 中科院一区
Cite
@article{DBLP:journals/tii/ChenLLJ26, author = {Zhixuan Chen and Xinyu Liu and Longlong Lin and Tao Jia}, title = {Effective and Efficient Temporal Graph Neural Networks via Polynomial Spectral Sparsification}, journal = {IEEE Transactions on Industrial Informatics}, volume = {22}, number = {8}, pages = {7417--7428}, year = {2026}, doi = {10.1109/TII.2026.3686195} } - Xi Ou, , Zeli Wang, Pingpeng Yuan, Rong-Hua Li. Scalable Similarity Search over Large Attributed Bipartite Graphs. IEEE TKDE, 2026. CCF-A期刊
Cite
@article{DBLP:journals/tkde/OuLWYL26, author = {Xi Ou and Longlong Lin and Zeli Wang and Pingpeng Yuan and Rong-Hua Li}, title = {Scalable Similarity Search Over Large Attributed Bipartite Graphs}, journal = {IEEE Transactions on Knowledge and Data Engineering}, volume = {38}, number = {5}, pages = {3080--3094}, year = {2026}, doi = {10.1109/TKDE.2026.3676380} } - Zeli Wang, Jie Li, Zhiqiu Ye, , Mengdi Wang, Guoyin Wang. Attribute-augmented PPR Meets Self-loops: Simple yet Effective Defending Graph Neural Networks. IEEE/CAA JAS, 2026. 中科院一区 ACCEPT
- , Xin Luo. Dual Channel Graph Convolutional Networks via Personalized PageRank. IEEE/CAA JAS, 2026. 中科院一区
Cite
@article{DBLP:journals/ieeejas/LinL26, author = {Longlong Lin and Xin Luo}, title = {Dual Channel Graph Convolutional Networks via Personalized PageRank}, journal = {IEEE/CAA Journal of Automatica Sinica}, volume = {13}, number = {1}, pages = {221--223}, year = {2026}, doi = {10.1109/JAS.2025.125492} } - Zeli Wang, Yifan Guan, , Guoyin Wang. GFork: A Gated Fusion Network on Multi-granularity Heterogeneous Pruning Graphs for Effective Text Classification. Expert Systems With Applications, 2026. 中科院一区
Cite
@article{DBLP:journals/eswa/WangGLW26, author = {Zeli Wang and Yifan Guan and Longlong Lin and Guoyin Wang}, title = {GFork: A Gated Fusion Network on Multi-Granularity Heterogeneous Pruning Graphs for Effective Text Classification}, journal = {Expert Systems with Applications}, volume = {313}, pages = {131587}, year = {2026}, doi = {10.1016/j.eswa.2026.131587} } - Zeli Wang, Tianhao Pu, Shuyin Xia, , Linpin Liu, Guoyin Wang. GBDE: Granular-ball Textual Adversarial Attacks with Differential Evolution. IEEE Transactions on Big Data, 2026. 中科院2区
Cite
@article{DBLP:journals/tbd/WangPXLLW26, author = {Zeli Wang and Tianhao Pu and Shuyin Xia and Longlong Lin and Linpin Liu and Guoyin Wang}, title = {GBDE: Granular-Ball Textual Adversarial Attacks With Differential Evolution}, journal = {IEEE Transactions on Big Data}, volume = {12}, number = {3}, pages = {843--854}, year = {2026}, doi = {10.1109/TBDATA.2025.3644670} } - Yihan Wang, , Jin Zhao, Zeli Wang. LNAHC: Lightweight Neural Attributed Hypergraph Clustering via Multi-hop Attributed HNCut. ACM MM, 2026. CCF-A会议 ACCEPT
- , Youan Zhang, Zeli Wang, Xin Luo. Simple yet Effective Diffusion-based Graph Data Augmentation via Complementary Diffusion Transfer. KDD, 2026. CCF-A会议 ACCEPT
- , Zeli Wang, Rong-Hua Li, Xiaohai Dai, Li Ni, Jin Zhao. Scalable and Provable Biclique-Preserving Clustering: The Power of Counting-based Approaches. WWW, 2026. CCF-A会议
Cite
@inproceedings{DBLP:conf/www/LinWLDNZ26, author = {Longlong Lin and Zeli Wang and Rong-Hua Li and Xiaohai Dai and Li Ni and Jin Zhao}, title = {Scalable and Provable Biclique-Preserving Clustering: The Power of Counting-Based Approaches}, booktitle = {Proceedings of the ACM Web Conference 2026}, pages = {559--570}, publisher = {ACM}, year = {2026}, doi = {10.1145/3774904.3792116} } - Li Ni, Shuaikang Zeng, Lin Mu, . From Representation to Clusters: A Contrastive Learning Approach for Attributed Hypergraph Clustering. WWW, 2026. CCF-A会议
Cite
@inproceedings{DBLP:conf/www/NiZML26, author = {Li Ni and Shuaikang Zeng and Lin Mu and Longlong Lin}, title = {From Representation to Clusters: A Contrastive Learning Approach for Attributed Hypergraph Clustering}, booktitle = {Proceedings of the ACM Web Conference 2026}, pages = {1080--1091}, publisher = {ACM}, year = {2026}, doi = {10.1145/3774904.3792432} } - Yinbo Hou, Hao Qi, Jin Zhao, Yu Zhang, Yiling Lu, Hui Yu, , Wenbin Jiang, Xiaofei Liao, Hai Jin. A Locality-Aware Temporal Motif Mining Accelerator with Chunk-Based Search Tree Expansion. DAC, 2026. CCF-A会议 ACCEPT
- Yinbo Hou, Hao Qi, Ligang He, Jin Zhao, Yu Zhang, Hui Yu, , Lin Gu, Wenbin Jiang, Xiaofei Liao, Hai Jin. DTMiner: A Data-centric System for Efficient Temporal Motif Mining. PPoPP, 2026. CCF-A会议
Cite
@inproceedings{DBLP:conf/ppopp/Hou0H00YL00L026, author = {Yinbo Hou and Hao Qi and Ligang He and Jin Zhao and Yu Zhang and Hui Yu and Longlong Lin and Lin Gu and Wenbin Jiang and Xiaofei Liao and Hai Jin}, title = {DTMiner: A Data-Centric System for Efficient Temporal Motif Mining}, booktitle = {Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming}, pages = {591--604}, publisher = {ACM}, year = {2026}, doi = {10.1145/3774934.3786416} } - Jiaqi Jiang, Rong-Hua Li, , Yalong Zhang, Yue Zeng, Xiaowei Ye, Guoren Wang. Pseudoarboricity-Based Skyline Important Community Search in Large Networks. IEEE TKDE, 2026. CCF-A期刊
Cite
@article{DBLP:journals/tkde/JiangLLZZYW26, author = {Jiaqi Jiang and Rong-Hua Li and Longlong Lin and Yalong Zhang and Yue Zeng and Xiaowei Ye and Guoren Wang}, title = {Pseudoarboricity-Based Skyline Important Community Search in Large Networks}, journal = {IEEE Transactions on Knowledge and Data Engineering}, volume = {38}, number = {2}, pages = {1264--1279}, year = {2026}, doi = {10.1109/TKDE.2025.3631112} } - Yichun Yang, , Rong-Hua Li, Meihao Liao, Guoren Wang. Theoretically and Practically Efficient Resistance Distance Computation on Large Graphs. VLDB, 2026. CCF-A会议
Cite
@article{DBLP:journals/pvldb/YangLLLW26, author = {Yichun Yang and Longlong Lin and Rong-Hua Li and Meihao Liao and Guoren Wang}, title = {Theoretically and Practically Efficient Resistance Distance Computation on Large Graphs}, journal = {Proceedings of the VLDB Endowment}, volume = {19}, number = {8}, pages = {1688--1700}, year = {2026} } - Junjie Zhou, Meihao Liao, Rong-Hua Li, , Guoren Wang. One Index for All: Towards Efficient Personalized PageRank Computation for Every Damping Factor. SIGMOD, 2026. CCF-A会议
Cite
@article{DBLP:journals/pacmmod/ZhouLLLW25, author = {Junjie Zhou and Meihao Liao and Rong-Hua Li and Longlong Lin and Guoren Wang}, title = {One Index for All: Towards Efficient Personalized PageRank Computation for Every Damping Factor}, journal = {Proceedings of the ACM on Management of Data}, volume = {3}, number = {4}, pages = {258:1--258:26}, year = {2025}, doi = {10.1145/3749176} }
2025
- , Quanao Li, Miao Qiao, Zeli Wang, Jin Zhao, Rong-Hua Li, Xin Luo, Tao Jia. NCSAC: Effective Neural Community Search via Attribute-augmented Conductance. IEEE TKDE, 2025. CCF-A期刊
Cite
@article{DBLP:journals/tkde/LinLQWZLLJ26, author = {Longlong Lin and Quanao Li and Miao Qiao and Zeli Wang and Jin Zhao and Rong-Hua Li and Xin Luo and Tao Jia}, title = {NCSAC: Effective Neural Community Search via Attribute-Augmented Conductance}, journal = {IEEE Transactions on Knowledge and Data Engineering}, volume = {38}, number = {2}, pages = {1221--1235}, year = {2026}, doi = {10.1109/TKDE.2025.3630626} } - Zhiqiu Ye (本科生), , Jie Li, Tao Liu, Zeli Wang. GDBA: Defending Graph Neural Networks via Attribute Debiasing. Expert Systems With Applications, 2025. 中科院一区
Cite
@article{DBLP:journals/eswa/YeLLLW26, author = {Zhiqiu Ye and Longlong Lin and Jie Li and Tao Liu and Zeli Wang}, title = {GDBA: Defending Graph Neural Networks via Attribute Debiasing}, journal = {Expert Systems with Applications}, volume = {296}, pages = {128983}, year = {2026}, doi = {10.1016/j.eswa.2025.128983} } - , Yue He, Wei Chen, Pingpeng Yuan, Rong-Hua Li, Tao Jia. Effective and Efficient Conductance-based Community Search at Billion Scale. IEEE Transactions on Big Data, 2025. 中科院2区
Cite
@article{DBLP:journals/tbd/LinHCYLJ25, author = {Longlong Lin and Yue He and Wei Chen and Pingpeng Yuan and Rong-Hua Li and Tao Jia}, title = {Effective and Efficient Conductance-Based Community Search at Billion Scale}, journal = {IEEE Transactions on Big Data}, volume = {11}, number = {6}, pages = {3170--3184}, year = {2025}, doi = {10.1109/TBDATA.2025.3588028} } - , Zeli Wang, Rong-Hua Li, Qiyu Liu, Hongchao Qin, Jin Zhao. Provable Higher-order Graph Clustering: the Power of Peeling-based Approaches. IEEE TKDE, 2025. CCF-A期刊
Cite
@article{DBLP:journals/tkde/LinWLLQZ25, author = {Longlong Lin and Zeli Wang and Rong-Hua Li and Qiyu Liu and Hongchao Qin and Jin Zhao}, title = {Provable Higher-Order Graph Clustering: The Power of Peeling-Based Approaches}, journal = {IEEE Transactions on Knowledge and Data Engineering}, volume = {37}, number = {9}, pages = {5568--5583}, year = {2025}, doi = {10.1109/TKDE.2025.3579811} } - Tao Liu (本科生), , Yunfeng Yu, Xi Ou, Youan Zhang, Zhiqiu Ye, Tao Jia. CoATA: Effective Co-Augmentation of Topology and Attribute for Graph Neural Networks. ICMR, 2025. CCF-B会议
Cite
@inproceedings{DBLP:conf/mir/LiuLYOZY025, author = {Tao Liu and Longlong Lin and Yunfeng Yu and Xi Ou and Youan Zhang and Zhiqiu Ye and Tao Jia}, title = {CoATA: Effective Co-Augmentation of Topology and Attribute for Graph Neural Networks}, booktitle = {Proceedings of the 2025 International Conference on Multimedia Retrieval}, pages = {851--860}, publisher = {ACM}, year = {2025}, doi = {10.1145/3731715.3733291} } - Yalong Zhang (本科生), Rong-Hua Li, , Qi Zhang, Lu Qin, Guoren Wang. Integral Densest Subgraph Search on Directed Graphs. SIGMOD, 2025. CCF-A会议
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@article{DBLP:journals/pacmmod/ZhangLLZQW25, author = {Yalong Zhang and Rong-Hua Li and Longlong Lin and Qi Zhang and Lu Qin and Guoren Wang}, title = {Integral Densest Subgraph Search on Directed Graphs}, journal = {Proceedings of the ACM on Management of Data}, volume = {3}, number = {3}, pages = {176:1--176:26}, year = {2025}, doi = {10.1145/3725313} } - Hongchao Qin, Guang Zeng, Rong-Hua Li, , Ye Yuan, Guoren Wang. Truss Decomposition in Hypergraphs. VLDB, 2025. CCF-A会议
Cite
@article{DBLP:journals/pvldb/QinZLLYW25, author = {Hongchao Qin and Guang Zeng and Rong-Hua Li and Longlong Lin and Ye Yuan and Guoren Wang}, title = {Truss Decomposition in Hypergraphs}, journal = {Proceedings of the VLDB Endowment}, volume = {18}, number = {7}, pages = {2185--2197}, year = {2025}, doi = {10.14778/3734839.3734854} } - Qiyu Liu, Siyuan Han, Yanlin Qi, Jingshu Peng, Jin Li, , Lei Chen. Why Are Learned Indexes So Effective but Sometimes Ineffective? VLDB, 2025. CCF-A会议
Cite
@article{DBLP:journals/pvldb/LiuHQPLLC25, author = {Qiyu Liu and Siyuan Han and Yanlin Qi and Jingshu Peng and Jin Li and Longlong Lin and Lei Chen}, title = {Why Are Learned Indexes So Effective but Sometimes Ineffective?}, journal = {Proceedings of the VLDB Endowment}, volume = {18}, number = {9}, pages = {2886--2898}, year = {2025}, doi = {10.14778/3746405.3746415} } - Xiaoyu Leng, Guang Zeng, Hongchao Qin, , Rong-Hua Li. On Temporal-Constraint Subgraph Matching. ICDE, 2025. CCF-A会议
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@inproceedings{DBLP:conf/icde/LengZQLL25, author = {Xiaoyu Leng and Guang Zeng and Hongchao Qin and Longlong Lin and Rong-Hua Li}, title = {On Temporal-Constraint Subgraph Matching}, booktitle = {Proceedings of the 41st IEEE International Conference on Data Engineering}, pages = {2493--2506}, publisher = {IEEE}, year = {2025}, doi = {10.1109/ICDE65448.2025.00188} } - Jin Zhao, Qian Wang, Ligang He, Yu Zhang, Sheng Di, Bingsheng He, Xinlei Wang, Hui Yu, Hao Qi, , Linchen Yu, Xiaofei Liao, Hai Jin. TempGraph: An Efficient Chain-driven Temporal Graph Computing Framework on the GPU. ASPLOS, 2025. CCF-A会议
Cite
@inproceedings{DBLP:conf/asplos/0003WH0DHWY0LYL25, author = {Jin Zhao and Qian Wang and Ligang He and Yu Zhang and Sheng Di and Bingsheng He and Xinlei Wang and Hui Yu and Hao Qi and Longlong Lin and Linchen Yu and Xiaofei Liao and Hai Jin}, title = {TempGraph: An Efficient Chain-Driven Temporal Graph Computing Framework on the GPU}, booktitle = {Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems}, pages = {230--246}, publisher = {ACM}, year = {2025}, doi = {10.1145/3676642.3736116} } - Jin Zhao, Yu Zhang, Jun Huang, Weihang Yin, Hui Yu, Hao Qi, Zixiao Wang, , Xiaofei Liao, Hai Jin. A Data-Centric Hardware Accelerator for Efficient Adaptive Radix Tree. DAC, 2025. CCF-A会议
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@inproceedings{DBLP:conf/dac/ZhaoZHYYQWLLJ25, author = {Jin Zhao and Yu Zhang and Jun Huang and Weihang Yin and Hui Yu and Hao Qi and Zixiao Wang and Longlong Lin and Xiaofei Liao and Hai Jin}, title = {A Data-Centric Hardware Accelerator for Efficient Adaptive Radix Tree}, booktitle = {Proceedings of the 62nd ACM/IEEE Design Automation Conference}, pages = {1--7}, publisher = {IEEE}, year = {2025}, doi = {10.1109/DAC63849.2025.11132959} }
2024
- , Pingpeng Yuan, Rong-Hua Li, Chunxue Zhu, Hongchao Qin, Hai Jin, Tao Jia. QTCS: Efficient Query-Centered Temporal Community Search. PVLDB, 2024. CCF-A会议
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@article{DBLP:journals/pvldb/LinYLZQJJ24, author = {Longlong Lin and Pingpeng Yuan and Rong-Hua Li and Chunxue Zhu and Hongchao Qin and Hai Jin and Tao Jia}, title = {QTCS: Efficient Query-Centered Temporal Community Search}, journal = {Proceedings of the VLDB Endowment}, volume = {17}, number = {6}, pages = {1187--1199}, year = {2024}, doi = {10.14778/3648160.3648163} } - , Tao Jia, Zeli Wang, Jin Zhao, Rong-Hua Li. PSMC: Provable and Scalable Algorithms for Motif Conductance Based Graph Clustering. KDD, 2024. CCF-A会议
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@inproceedings{DBLP:conf/kdd/Lin0WZL24, author = {Longlong Lin and Tao Jia and Zeli Wang and Jin Zhao and Rong-Hua Li}, title = {PSMC: Provable and Scalable Algorithms for Motif Conductance Based Graph Clustering}, booktitle = {Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining}, pages = {1793--1803}, publisher = {ACM}, year = {2024}, doi = {10.1145/3637528.3671666} } - , Yunfeng Yu, Zihao Wang, Zeli Wang, Yuying Zhao, Jin Zhao, Tao Jia. PSNE: Efficient Spectral Sparsification Algorithms for Scaling Network Embedding. CIKM, 2024. CCF-B会议
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@inproceedings{DBLP:conf/cikm/LinYWWZ0024, author = {Longlong Lin and Yunfeng Yu and Zihao Wang and Zeli Wang and Yuying Zhao and Jin Zhao and Tao Jia}, title = {PSNE: Efficient Spectral Sparsification Algorithms for Scaling Network Embedding}, booktitle = {Proceedings of the 33rd ACM International Conference on Information and Knowledge Management}, pages = {1420--1429}, publisher = {ACM}, year = {2024}, doi = {10.1145/3627673.3679540} } - Yue He, , Pingpeng Yuan, Rong-Hua Li, Tao Jia, Zeli Wang. CCSS: Towards Conductance-based Community Search with Size Constraints. Expert Systems with Applications, 2024. 中科院一区
Cite
@article{DBLP:journals/eswa/HeLYLJW24, author = {Yue He and Longlong Lin and Pingpeng Yuan and Rong-Hua Li and Tao Jia and Zeli Wang}, title = {CCSS: Towards Conductance-Based Community Search with Size Constraints}, journal = {Expert Systems with Applications}, volume = {250}, pages = {123915}, year = {2024}, doi = {10.1016/j.eswa.2024.123915} } - Yunfeng Yu, , Qiyu Liu, Zeli Wang, Xi Ou, Tao Jia. GSD-GNN: Generalizable and Scalable Algorithms for Decoupled Graph Neural Networks. ICMR, 2024. CCF-B会议
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@inproceedings{DBLP:conf/mir/YuLLWOJ24, author = {Yunfeng Yu and Longlong Lin and Qiyu Liu and Zeli Wang and Xi Ou and Tao Jia}, title = {GSD-GNN: Generalizable and Scalable Algorithms for Decoupled Graph Neural Networks}, booktitle = {Proceedings of the 2024 International Conference on Multimedia Retrieval}, pages = {64--72}, publisher = {ACM}, year = {2024}, doi = {10.1145/3652583.3658051} } - Yuchen Meng, Rong-Hua Li, , Xunkai Li, Guoren Wang. Topology-preserving Graph Coarsening: An Elementary Collapse-based Approach. VLDB, 2024. CCF-A会议
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@article{DBLP:journals/pvldb/MengLLLW24, author = {Yuchen Meng and Rong-Hua Li and Longlong Lin and Xunkai Li and Guoren Wang}, title = {Topology-Preserving Graph Coarsening: An Elementary Collapse-Based Approach}, journal = {Proceedings of the VLDB Endowment}, volume = {17}, number = {13}, pages = {4760--4772}, year = {2024}, doi = {10.14778/3704965.3704981} } - Xiaowei Ye, Rong-Hua Li, Lei Liang, Zhizhen Liu, , Guoren Wang. Efficient and Effective Anchored Densest Subgraph Search: A Convex-programming based Approach. KDD, 2024. CCF-A会议
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@inproceedings{DBLP:conf/kdd/YeLLLLW24, author = {Xiaowei Ye and Rong-Hua Li and Lei Liang and Zhizhen Liu and Longlong Lin and Guoren Wang}, title = {Efficient and Effective Anchored Densest Subgraph Search: A Convex-Programming Based Approach}, booktitle = {Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining}, pages = {3907--3918}, publisher = {ACM}, year = {2024}, doi = {10.1145/3637528.3671727} }
2023
- , Rong-Hua Li, Tao Jia. Scalable and Effective Conductance-based Graph Clustering. AAAI, 2023. CCF-A会议
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@inproceedings{DBLP:conf/aaai/LinLJ23, author = {Longlong Lin and Rong-Hua Li and Tao Jia}, title = {Scalable and Effective Conductance-Based Graph Clustering}, booktitle = {Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence}, pages = {4471--4478}, publisher = {AAAI Press}, year = {2023}, doi = {10.1609/AAAI.V37I4.25568} }
2022
- , Pingpeng Yuan, Rong-Hua Li, Jifei Wang, Ling Liu, Hai Jin. Mining Stable Quasi-Cliques on Temporal Networks. IEEE TSMC: Systems, 2022. 中科院一区
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@article{DBLP:journals/tsmc/LinYLWLJ22, author = {Longlong Lin and Pingpeng Yuan and Rong-Hua Li and Jifei Wang and Ling Liu and Hai Jin}, title = {Mining Stable Quasi-Cliques on Temporal Networks}, journal = {IEEE Transactions on Systems, Man, and Cybernetics: Systems}, volume = {52}, number = {6}, pages = {3731--3745}, year = {2022}, doi = {10.1109/TSMC.2021.3071721} } - , Pingpeng Yuan, Rong-Hua Li, Hai Jin. Mining Diversified Top-r Lasting Cohesive Subgraphs on Temporal Networks. IEEE Transactions on Big Data, 2022. 中科院2区
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@article{DBLP:journals/tbd/LinYLJ22, author = {Longlong Lin and Pingpeng Yuan and Rong-Hua Li and Hai Jin}, title = {Mining Diversified Top-r Lasting Cohesive Subgraphs on Temporal Networks}, journal = {IEEE Transactions on Big Data}, volume = {8}, number = {6}, pages = {1537--1549}, year = {2022}, doi = {10.1109/TBDATA.2021.3058294} }