Research Output

2019

Knowledge Graphing Git repositories: a preliminary study

Zhao, Y., Wang, H., Ma, L., Liu, Y., Li, L. & Grundy, J., 2019, Proceedings of the 2019 IEEE 26th International Conference on Software Analysis, Evolution, and Reengineering. Wang, X., Lo, D. & Shihab, E. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 599-603 5 p. 8668034

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Large-scale comparative assessment of computational predictors for lysine post-translational modification sites

Chen, Z., Liu, X., Li, F., Li, C., Marquez-Lago, T., Leier, A., Akutsu, T., Webb, G. I., Xu, D., Smith, A. I., Li, L., Chou, K. C. & Song, J., Nov 2019, In : Briefings in Bioinformatics. 20, 6, p. 2267-2290 24 p., bby089.

Research output: Contribution to journalArticleResearchpeer-review

14 Citations (Scopus)

Lattice-based zero-knowledge proofs: new techniques for shorter and faster constructions and applications

Esgin, M. F., Steinfeld, R., Liu, J. K. & Liu, D., 2019, Advances in Cryptology – CRYPTO 2019 : 39th Annual International Cryptology Conference Santa Barbara, CA, USA, August 18–22, 2019 Proceedings, Part I. Boldyreva, A. & Micciancio, D. (eds.). Cham Switzerland: Springer, p. 115-146 32 p. (Lecture Notes in Computer Science ; vol. 11692 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2 Citations (Scopus)

Lattice RingCT V2.0 with Multiple Input and Multiple Output Wallets

Alberto Torres, W., Kuchta, V., Steinfeld, R., Sakzad, A., Liu, J. K. & Cheng, J., 2019, Information Security and Privacy: 24th Australasian Conference, ACISP 2019 Christchurch, New Zealand, July 3–5, 2019 Proceedings. Jang-Jaccard, J. & Guo, F. (eds.). Cham Switzerland: Springer, p. 156-175 20 p. (Lecture Notes in Computer Science ; vol. 11547 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

1 Citation (Scopus)

Lazy CBS: implict Conflict-Based Search using Lazy Clause Generation

Gange, G., Harabor, D. & Stuckey, P. J., 5 Jul 2019, Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling. Benton, J., Lipovetzky, N., Onaindia, E., E. Smith, D. & Srivastava, S. (eds.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), Vol. 29. p. 155-162 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File

Learning analytics adoption – approaches and maturity

Tsai, Y. S., Kovanović, V. & Gašević, D., 2019, Companion Proceeding of the 9th International Conference on Learning Analytics & Knowledge (LAK’19). Brooks, C., Ferguson, R. & Hoppe, U. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 153-155 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperOther

Open Access
File

Learning Generative Adversarial Networks from multiple data sources

Le, T., Hoang, Q., Vu, H., Nguyen, T. D., Bui, H. & Phung, D., 2019, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Kraus, S. (ed.). Marina del Rey CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 2823-2829 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
1 Citation (Scopus)

Learning private neural language modeling with attentive aggregation

Ji, S., Pan, S., Long, G., Li, X., Jiang, J. & Huang, Z., 2019, International Joint Conference on Neural Networks (IJCNN) 2019. Angelov, P. & Roveri, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 8 p. 8852464

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Learning to Collocate Neural Modules for image captioning

Yang, X., Zhang, H. & Cai, J., 2019, IEEE International Conference on Computer Vision 2019. Kweon, I. S., Paragios, N., Yang, M-H. & Lazebnik, S. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 4250-4260 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
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Lessons learned from using a deep tree-based model for software defect prediction in practice

Dam, H. K., Pham, T., Ng, S. W., Tran, T., Grundy, J., Ghose, A., Kim, T. & Kim, C. J., 2019, Proceedings - 2019 IEEE/ACM 16th International Conference on Mining Software Repositories, MSR 2019. Adams, B. & Haiduc, S. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 46-57 12 p. 8816787

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Let's make it personal: a challenge in personalizing medical inter-human communication

Vered, M., Dignum, F. & Miller, T., 2019, AI for Social Good : IJCAI 2019 Workshop. Haghtalab, N., Horvitz, E., Nwankwo, E., Theodorou, A. & Wilder, B. (eds.). California USA: International Joint Conferences on Artificial Intelligence, 4 p. 23

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

Open Access
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Leveraging body interactions to support immersive analytics

Fruchard, B., Prouzeau, A., Chapuis, O. & Lecolinet, E., 2019, CHI Workshop on Immersive Analytics, May 05, 2019, Glasgow, UK. Auber, D., Drucker, S., McGuffin, M., Klein, K., Prié, Y., Vuillemot, R. & Quigley, A. (eds.). New York NY USA: Association for Computing Machinery (ACM), 11 p. hal-02095993

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

Open Access
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Leveraging external information in topic modelling

Zhao, H., Du, L., Buntine, W. & Liu, G., 2019, In : Knowledge and Information Systems. 61, 2, p. 661-693 33 p.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)

Leveraging meta information in short text aggregation

Zhao, H., Du, L., Liu, G. & Buntine, W., Jul 2019, Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. Korhonen, A., Traum, D. & Màrquez, L. (eds.). Florence Italy: Association for Computational Linguistics (ACL), p. 4042-4049 8 p. P19-1396

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
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Leveraging student self-reports to predict learning outcomes

Singh, S., 2019, Artificial Intelligence in Education: 20th International Conference, AIED 2019 Chicago, IL, USA, June 25–29, 2019 Proceedings, Part II. Isotani, S., Millán, E., Ogan, A., Hastings, P., McLaren, B. & Luckin, R. (eds.). Cham Switzerland: Springer, p. 398-403 6 p. (Lecture Notes in Computer Science ; vol. 11626 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Leveraging usage data of Software Architecture Artefacts

Su, M. T., Grundy, J., Hosking, J. & Tempero, E., 2019, Proceedings - 2019 IEEE/ACM 2nd International Workshop on Establishing a Community-Wide Infrastructure for Architecture-Based Software Engineering, ECASE 2019. Bacchelli, A., Buhnova, B., Cheng, B., Elbaum, S., Ernst, N., Filkov, V., Gall, H., Godfrey, M., E. Hassan, A., Lago, P. & Lewis, G. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 13-21 9 p. 8815613

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Lightbox: full-stack protected stateful middlebox at lightning speed

Duan, H., Wang, C., Yuan, X., Zhou, Y., Wang, Q. & Ren, K., 2019, CCS'19 - Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security. Wang, X. & Katz, J. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 2351-2367 17 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
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LILE2019: 8th International Workshop on Learning and Education with Web Data

Yu, R., D'Aquin, M., Gasevic, D., Herder, E. & Ewerth, R., 2019, WebSci'19 - Companion of the 11th ACM Conference on Web Science. Peters, I. & Meira Jr., W. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 15-16 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperOther

Linguistic characteristics of reflective states in video annotations under different instructional conditions

Joksimović, S., Dowell, N., Gašević, D., Mirriahi, N., Dawson, S. & Graesser, A. C., Jul 2019, In : Computers in Human Behavior. 96, p. 211-222 12 p.

Research output: Contribution to journalArticleResearchpeer-review

3 Citations (Scopus)

Local Rapid Learning for integer programs

Berthold, T., Stuckey, P. J. & Witzig, J., 2019, Integration of Constraint Programming, Artificial Intelligence, and Operations Research: 16th International Conference, CPAIOR 2019 Thessaloniki, Greece, June 4–7, 2019 Proceedings. Rousseau, L-M. & Stergiou, K. (eds.). Cham Switzerland: Springer, p. 67-83 17 p. (Lecture Notes in Computer Science ; vol. 11494).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Locating latent design information in developer discussions: a study on pull requests

Viviani, G., Famelis, M., Xia, X., Janik-Jones, C. & Murphy, G. C., 20 Jun 2019, (Accepted/In press) In : IEEE Transactions on Software Engineering. 13 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

Long-short distance aggregation networks for positive unlabeled graph learning

Wu, M., Tsang, I., Pan, S., Zhu, X., Du, L. & Du, B., 2019, Proceedings of the 28th ACM International Conference on Information & Knowledge Management. Cui, P., Rundensteiner, E., Carmel, D., He, Q. & Xu Yu, J. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 2157-2160 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
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Look-from camera control for 3D terrain maps

Danyluk, K., Jenny, B. & Willett, W., 2019, Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Cox, A. & Kostakos, V. (eds.). New York NY USA: Association for Computing Machinery (ACM), 12 p. 364

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Losing confidence in quality: Unspoken evolution of computer vision services

Cummaudo, A., Vasa, R., Grundy, J., Abdelrazek, M. & Cain, A., 2019, Proceedings - 2019 IEEE International Conference on Software Maintenance and Evolution, ICSME 2019. Kim, M. & Beszédes, Á. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 333-342 10 p. 8919078

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Low-Bit Quantization for Attributed Network Representation Learning

Yang, H., Pan, S., Chen, L., Zhou, C. & Zhang, P., 2019, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Kraus, S. (ed.). Marina del Rey CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 4047-4053 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
2 Citations (Scopus)

M2E-try On Net: fashion from model to everyone

Wu, Z., Tao, Q., Lin, G. & Cai, J., 2019, Proceedings of the 27th ACM International Conference on Multimedia. Gravier, G., Hung, H., Ngo, C-W. & Ooi, W. T. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 293-301 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Magnetips: combining fingertip tracking and haptic feedback for around-device interaction

Mcintosh, J., Strohmeier, P., Knibbe, J., Boring, S. & Hornbæk, K., 2019, Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Cox, A. & Kostakos, V. (eds.). New York NY USA: Association for Computing Machinery (ACM), 12 p. 408

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Making sense of art: access for gallery visitors with vision impairments

Holloway, L., Butler, M., Marriott, K. & Borning, A., 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Cox, A. & Kostakos, V. (eds.). New York NY USA: Association for Computing Machinery (ACM), 12 p. 20

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Management and orchestration of network slices in 5G, fog, edge, and clouds

Nadjaran Toosi, A., Mahmud, R., Chi, Q. & Buyya, R., 2019, Fog and Edge Computing: Principles and Paradigms. Buyya, R. & Narayana Srirama, S. (eds.). Hoboken NJ USA: John Wiley & Sons, p. 79-96 23 p. (Wiley Series On Parallel and Distributed Computing).

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Otherpeer-review

Managing multilingual collections: insights from data analytics research

Musgrave, S., Wright, S., Denison, T. & Willoughby, L., 2019, (Accepted/In press) In : Journal of Librarianship and Information Science. 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Mapping the margins: navigating the ecologies of domestic violence service provision

Bellini, R., Strohmayer, A., Olivier, P. & Crivellaro, C., 2019, Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Cox, A. & Kostakos, V. (eds.). New York NY USA: Association for Computing Machinery (ACM), 13 p. 122

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Maximal divergence sequential auto-encoder for binary software vulnerability detection*

Le, T., Nguyen, T., Le, T., Phung, D., Montague, P., De Vel, O. & Qu, L., 2019, International Conference on Learning Representations 2019. Rush, A. (ed.). La Jolla CA USA: International Conference on Learning Representations (ICLR), 15 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File

Merging intelligent API responses using a proportional representation approach

Ohtake, T., Cummaudo, A., Abdelrazek, M., Vasa, R. & Grundy, J., 2019, Web Engineering: 19th International Conference, ICWE 2019 Daejeon, South Korea, June 11–14, 2019 Proceedings. Bakaev, M., Frasincar, F. & Ko, I-Y. (eds.). Cham Switzerland: Springer, p. 391-406 16 p. (Lecture Notes in Computer Science ; vol. 11496 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Message from the chairs

Liu, Y., Ma, L., Li, L. & Xue, M., 2019, 2019 IEEE 1st International Workshop on Artificial Intelligence for Mobile (AI4Mobile). Liu, Y., Ma, L., Li, L. & Xue, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. III 1 p.

Research output: Chapter in Book/Report/Conference proceedingForeword / PostscriptOther

Message from the Program Chairs of ICSE 2019

Bultan, T. & Whittle, J., 2019, Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering, ICSE 2019. Bultan, T. & Whittle, J. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. XXIV-XXV 2 p.

Research output: Chapter in Book/Report/Conference proceedingForeword / PostscriptOtherpeer-review

Mining Android crash fixes in the absence of issue- And change-tracking systems

Kong, P., Li, L., Gao, J., Bissyandé, T. F. & Klein, J., 2019, Proceedings of the 28th ACM SIGSOFT International Symposium on Software Testing and Analysis. Zhang, D. & Moller, A. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 78-89 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Mining knowledge graphs for vision tasks

Chang, X., Zhu, F., Bi, X., Guan, W., Ge, Z. & Luo, M., 2019, Database Systems for Advanced Applications : DASFAA 2019 International Workshops: BDMS, BDQM, and GDMA Chiang Mai, Thailand, April 22–25, 2019 Proceedings. Li, G., Yang, J., Gama, J., Natwichai, J. & Tong, Y. (eds.). Cham Switzerland: Springer, p. 592-594 3 p. (Lecture Notes in Computer Science ; vol. 11448 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperOther

Open Access
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Mining likely analogical APIs across third-party libraries via large-scale unsupervised API semantics embedding

Chen, C., Xing, Z., Liu, Y. & Xiong, K. O. L., 30 Jan 2019, (Accepted/In press) In : IEEE Transactions on Software Engineering. 15 p.

Research output: Contribution to journalArticleResearchpeer-review

3 Citations (Scopus)

Mining Software defects: should we consider affected releases?

Yatish, S., Jiarpakdee, J., Thongtanunam, P. & Tantithamthavorn, C., 2019, Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering, ICSE 2019. Bultan, T. & Whittle, J. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 654-665 12 p. 8811982

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Missing data imputation using decision trees and fuzzy clustering with iterative learning

Nikfalazar, S., Yeh, C-H., Bedingfield, S. & Khorshidi, H. A., 11 Dec 2019, (Accepted/In press) In : Knowledge and Information Systems. 19 p.

Research output: Contribution to journalArticleResearchpeer-review

MMalfM: explainable recommendation by leveraging reviews and images

Cheng, Z., Chang, X., Zhu, L., Kanjirathinkal, R. C. & Kankanhalli, M., Mar 2019, In : ACM Transactions on Information Systems. 37, 2, 28 p., 16.

Research output: Contribution to journalArticleResearchpeer-review

41 Citations (Scopus)

Modeling endpoint distribution of pointing selection tasks in virtual reality environments

Yu, D., Liang, H., Lu, X., Fan, K. & Ens, B., Nov 2019, In : ACM Transactions on Graphics. 38, 6, 13 p., 218.

Research output: Contribution to journalArticleResearchpeer-review

Monash University’s submissions to the WNGT 2019 document translation task

Maruf, S. & Haffari, R., 2019, EMNLP-IJCNLP 2019 : Neural Generation and Translation, Proceedings of the Third Workshop. Birch, A., Finch, A., Hayashi, H., Konstas, I., Luong, T., Neubig, G., Oda, Y. & Sudoh, K. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 256-261 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File

More human than human? artificial intelligence in the archive

Rolan, G., Humphries, G., Jeffrey, L., Samaras, E., Antsoupova, T. & Stuart, K., 2019, In : Archives & Manuscripts. 47, 2, p. 179-203 25 p.

Research output: Contribution to journalArticleResearchpeer-review

Multi-hop path queries over knowledge graphs with neural memory networks

Wang, Q., Yin, H., Wang, W., Huang, Z., Guo, G. & Nguyen, Q. V. H., 2019, Database Systems for Advanced Applications: 24th International Conference, DASFAA 2019 Chiang Mai, Thailand, April 22–25, 2019 Proceedings, Part I. Li, G., Yang, J., Gama, J., Natwichai, J. & Tong, Y. (eds.). Cham Switzerland: Springer, p. 777-794 18 p. (Lecture Notes in Computer Science ; vol. 11446 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Multilingual neural machine translation with soft decoupled encoding

Wang, X., Pham, H., Arthur, P. & Neubig, G., 2019, International Conference on Learning Representations 2019. Rush, A. (ed.). La Jolla CA USA: International Conference on Learning Representations (ICLR), 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File

Multiple autonomous robots coordination and navigation

Lin, H. C., Li, L. L. & Lee, V. C. S., 2019, In : Journal of Robotics. 2019, 2 p., 1274372.

Research output: Contribution to journalEditorialOtherpeer-review

Open Access
File
1 Citation (Scopus)

MULTiPly: a novel multi-layer predictor for discovering general and specific types of promoters

Zhang, M., Li, F., Marquez-Lago, T. T., Leier, A., Fan, C., Kwoh, C. K., Chou, K-C., Song, J. & Jia, C., 1 Sep 2019, In : Bioinformatics. 35, 17, p. 2957-2965 9 p., btz016.

Research output: Contribution to journalArticleResearchpeer-review

18 Citations (Scopus)

Multitask defect prediction

Ni, C., Chen, X., Xia, X., Gu, Q. & Zhao, Y., 26 Aug 2019, In : Journal of Software: Evolution and Process. 31, 12, 18 p., e2203.

Research output: Contribution to journalArticleResearchpeer-review

Multi-Writer Searchable Encryption: an LWE-based realization and implementation

Xu, L., Yuan, X., Steinfeld, R., Wang, C. & Xu, C., 2019, Proceedings of the 2019 ACM Asia Conference on Computer and Communications Security. Gollmann, D., Kirda, E. & Liang, Z. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 122-133 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review