| Can llm already serve as a database interface? a big bench for large-scale database grounded text-to-sqls J Li, B Hui, G Qu, J Yang, B Li, B Li, B Wang, B Qin, R Geng, N Huo, ... Advances in Neural Information Processing Systems 36, 2024 | 215 | 2024 |
| Graphix-t5: Mixing pre-trained transformers with graph-aware layers for text-to-sql parsing J Li, B Hui, R Cheng, B Qin, C Ma, N Huo, F Huang, W Du, L Si, Y Li Proceedings of the AAAI Conference on Artificial Intelligence 37 (11), 13076 …, 2023 | 80 | 2023 |
| Efficient algorithms for densest subgraph discovery on large directed graphs C Ma, Y Fang, R Cheng, LVS Lakshmanan, W Zhang, X Lin Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020 | 79 | 2020 |
| Linc: a motif counting algorithm for uncertain graphs C Ma, R Cheng, LVS Lakshmanan, T Grubenmann, Y Fang, X Li Proceedings of the VLDB Endowment 13 (2), 155-168, 2019 | 58 | 2019 |
| DeepTEA: effective and efficient online time-dependent trajectory outlier detection X Han, R Cheng, C Ma, T Grubenmann Proceedings of the VLDB Endowment 15 (7), 1493-1505, 2022 | 38 | 2022 |
| A convex-programming approach for efficient directed densest subgraph discovery C Ma, Y Fang, R Cheng, LVS Lakshmanan, X Han Proceedings of the 2022 International Conference on Management of Data, 845-859, 2022 | 26 | 2022 |
| On directed densest subgraph discovery C Ma, Y Fang, R Cheng, LVS Lakshmanan, W Zhang, X Lin ACM Transactions on Database Systems (TODS) 46 (4), 1-45, 2021 | 24 | 2021 |
| Effective community search over large star-schema heterogeneous information networks Y Jiang, Y Fang, C Ma, X Cao, C Li Proceedings of the VLDB Endowment 15 (11), 2307-2320, 2022 | 22 | 2022 |
| On analyzing graphs with motif-paths X Li, R Cheng, KCC Chang, C Shan, C Ma, H Cao Proceedings of the VLDB Endowment 14 (6), 1111-1123, 2021 | 22 | 2021 |
| Densest subgraph discovery on large graphs: applications, challenges, and techniques Y Fang, W Luo, C Ma Proceedings of the VLDB Endowment 15 (12), 3766-3769, 2022 | 18 | 2022 |
| Finding locally densest subgraphs: a convex programming approach C Ma, R Cheng, LVS Lakshmanan, X Han Proceedings of the VLDB Endowment 15 (11), 2719-2732, 2022 | 17 | 2022 |
| Efficient directed densest subgraph discovery C Ma, Y Fang, R Cheng, LVS Lakshmanan, W Zhang, X Lin ACM SIGMOD Record 50 (1), 33-40, 2021 | 15 | 2021 |
| Efficient and Effective Algorithms for Generalized Densest Subgraph Discovery Y Xu, C Ma, Y Fang, Z Bao Proceedings of the ACM on Management of Data 1 (2), 1-27, 2023 | 11 | 2023 |
| Leveraging contextual graphs for stochastic weight completion in sparse road networks X Han, R Cheng, T Grubenmann, S Maniu, C Ma, X Li Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2022 | 10 | 2022 |
| A survey of densest subgraph discovery on large graphs W Luo, C Ma, Y Fang, LVS Lakshmanan arXiv preprint arXiv:2306.07927, 2023 | 8 | 2023 |
| Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation G Qu, J Li, B Li, B Qin, N Huo, C Ma, R Cheng arXiv preprint arXiv:2405.15307, 2024 | 7 | 2024 |
| On Querying Connected Components in Large Temporal Graphs H Xie, Y Fang, Y Xia, W Luo, C Ma Proceedings of the ACM on Management of Data 1 (2), 1-27, 2023 | 7 | 2023 |
| Motif paths: A new approach for analyzing higher-order semantics between graph nodes X Li, TN Chan, R Cheng, C Shan, C Ma, K Chang HKU Technique Reports 3, 4, 2019 | 7 | 2019 |
| Influential Exemplar Replay for Incremental Learning in Recommender Systems X Zhang, Y Chen, C Ma, Y Fang, I King Proceedings of the AAAI Conference on Artificial Intelligence 38 (8), 9368-9376, 2024 | 6 | 2024 |
| Scalable algorithms for densest subgraph discovery W Luo, Z Tang, Y Fang, C Ma, X Zhou 2023 IEEE 39th International Conference on Data Engineering (ICDE), 287-300, 2023 | 6 | 2023 |
Reynold ChengACM Distinguished Member, HKU Computer Science ProfessorVerified email at cs.hku.hk
Yixiang FangAssociate Professor, The Chinese University of Hong Kong, ShenzhenVerified email at cuhk.edu.cn
Laks V.S. LakshmananProfessor of Computer Science, University of British ColumbiaVerified email at cs.ubc.ca
Xiaolin HanAssociate Professor, Northwestern Polytechnical UniversityVerified email at nwpu.edu.cn
Kevin Chen-Chuan ChangUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Xuemin LinChair Professor at Shanghai Jiaotong UniversityVerified email at cse.unsw.edu.au
Wenjie ZhangProfessor of Computer Science and Engineering, University of New South WalesVerified email at cse.unsw.edu.au
Xiaodong LiNational University of SingaporeVerified email at nus.edu.sg
Jinyang LiPhD Student, Computer Science, The University of Hong KongVerified email at connect.hku.hk
Xin CaoUniversity of New South Wales (UNSW)Verified email at unsw.edu.au