Research Output 1977 2020

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2019

A comparative study on question-worthy sentence selection strategies for educational question generation

Chen, G., Yang, J. & Gasevic, D., 2019, Artificial Intelligence in Education : 20th International Conference, AIED 2019 Chicago, IL, USA, June 25–29, 2019 Proceedings, Part I. Isotani, S., Millán, E., Ogan, A., Hastings, P., McLaren, B. & Luckin, R. (eds.). Cham Switzerland: Springer, p. 59-70 12 p. (Lecture Notes in Computer Science ; vol. 11625 ).

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

A deep bidirectional highway long short-term memory network approach to Chinese semantic role labeling

Xia, Q., Yeh, C. H. & Chen, X. Y., 2019, International Joint Conference on Neural Networks (IJCNN) 2019. Angelov, P. & Roveri, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 6 p. 8852323

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

Adversarial action data augmentation for similar gesture action recognition

Wu, DI., Chen, J., Sharma, N., Pan, S., Long, G. & Blumenstein, M., 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. 8851993

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

A hybrid missing data imputation method for constructing city mobility indices

Nikfalazar, S., Yeh, C-H., Bedingfield, S. E. & Akbarzadeh Khorshidi, H., 2019, Data Mining - 16th Australasian Conference, AusDM 2018 Bahrurst, NSW, Australia, November 28–30, 2018 Revised Selected Papers. Islam, R., Koh, Y. S., Zhao, Y., Warwick, G., Stirling, D., Li, C-T. & Islam, Z. (eds.). Singapore Singapore: Springer, p. 135-148 14 p. (Communications in Computer and Information Science; vol. 996).

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

1 Citation (Scopus)

A left-to-right algorithm for likelihood estimation in gamma-poisson factor analysis

Capdevila, J., Cerquides, J., Torres, J., Petitjean, F. & Buntine, W., 2019, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018 Dublin, Ireland, September 10–14, 2018 Proceedings, Part II. Berlingerio, M., Bonchi, F., Gärtner, T., Hurley, N. & Ifrim, G. (eds.). Cham Switzerland: Springer, p. 638-654 17 p. (Lecture Notes in Computer Science ; vol. 11052 ).

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

Analysing social presence in online discussions through network and text analytics

Rolim, V., Ferreira Leite De Mello, R., Kovanovic, V. & Gasevic, D., 2019, Proceedings - IEEE 19th International Conference on Advanced Learning Technologies, ICALT 2019. Chang, M., Sampson, D. G., Huang, R., Gomes, A. S., Chen, N-S., Bittencourt, I. I., K., Dermeval, D. & Bittencourt, I. M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 163-167 5 p. 8820871

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

An analysis of the use of good feedback practices in online learning courses

Pinheiro Cavalcanti, A., Rolim, V., André, M., Freitas, F., Ferreira, R. & Gasevic, D., 2019, Proceedings - IEEE 19th International Conference on Advanced Learning Technologies, ICALT 2019. Chang, M., Sampson, D. G., Huang, R., Gomes, A. S., Chen, N-S., Bittencourt, I. I., K., Dermeval, D. & Bittencourt, I. M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 153-157 5 p. 8820881

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

An explainable deep fusion network for affect recognition using physiological signals

Lin, J., Pan, S., Lee, C. S. & Oviatt, S., 2019, Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Cui, P., Rundensteiner, E., Carmel, D., He, Q. & Xu Yu, J. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 2069-2072 4 p.

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

Open Access
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1 Citation (Scopus)

An investigation into prediction + optimisation for the knapsack problem

Demirović, E., Stuckey, P. J., Bailey, J., Chan, J., Leckie, C., Ramamohanarao, K. & Guns, T., 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. 241-257 17 p. (Lecture Notes in Computer Science; vol. 11494 ).

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

Annotation efficient cross-modal retrieval with adversarial attentive alignment

Huang, P-Y., Kang, G., Liu, W., Chang, X. & Hauptmann, A. G., 2019, Proceedings of the 27th ACM International Conference on Multimedia. Gravier, G., Hung, H., Ngo, C-W. & Tsang Ooi, W. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 1758-1767 10 p.

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

A spatio-temporal recommender system for on-demand cinemas

Xue, T., Jin, B., Li, B., Wang, W., Zhang, Q. & Tian, S., 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. 1553-1562 10 p.

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

Open Access
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A study on online hyper-heuristic learning for swarm robots

Yu, S., Song, A. & Aleti, A., 2019, 2019 IEEE Congress on Evolutionary Computation (CEC) - 2019 Proceedings. Zhang, M. & Chen Tan, K. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2721-2728 8 p. 8790164

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

Attentive dual embedding for understanding medical concepts in electronic health records

Peng, X., Long, G., Pan, S., Jiang, J. & Niu, 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. 8852429

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

Attributed Graph Clustering: a Deep Attentional Embedding approach

Wang, C., Pan, S., Hu, R., Long, G., Jiang, J. & Zhang, C., 2019, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Kraus, S. (ed.). California USA: International Joint Conferences on Artificial Intelligence, p. 3670-3676 7 p.

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

Open Access
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Automatic alignment of surgical videos using kinematic data

Ismail Fawaz, H., Forestier, G., Weber, J., Petitjean, F., Idoumghar, L. & Muller, P. A., 2019, Artificial Intelligence in Medicine: 17th Conference on Artificial Intelligence in Medicine, AIME 2019 Poznan, Poland, June 26–29, 2019 Proceedings. Riaño, D., Wilk, S. & ten Teije, A. (eds.). Cham Switzerland: Springer, p. 104-113 10 p. (Lecture Notes in Computer Science ; vol. 11526 ).

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

Autonomy, authenticity, authorship and intention in computer generated art

McCormack, J., Gifford, T. & Hutchings, P., 2019, Computational Intelligence in Music, Sound, Art and Design: 8th International Conference, EvoMUSART 2019 Held as Part of EvoStar 2019 Leipzig, Germany, April 24–26, 2019 Proceedings. Ekárt, A., Liapis, A. & Castro Pena, M. L. (eds.). Cham Switzerland: Springer, p. 35-50 16 p. (Lecture Notes in Computer Science ; vol. 11453 ).

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

1 Citation (Scopus)

Branch-and-cut-and-price for multi-agent pathfinding

Lam, E., Bodic, P. L., Harabor, D. D. & Stuckey, P. J., 2019, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Kraus, S. (ed.). California USA: International Joint Conferences on Artificial Intelligence, p. 1289-1296 8 p.

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

Open Access
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Clairvoyant restarts in Branch-and-Bound search using online tree-size estimation

Anderson, D., Hendel, G., Le Bodic, P. & Viernickel, M., 2019, Proceedings of AAAI19-Thirty-Third AAAI conference on Artificial Intelligence. Van Hentenryck, P. & Zhou, Z-H. (eds.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 1428-1434 8 p. 7399. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 33, no. 1).

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

Open Access
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Cognate identification to improve phylogenetic trees for Indian languages

Kanojia, D., Bhattacharyya, P., Kulkarni, M. & Haffari, G., 2019, CODS-COMAD 2019 : Proceedings of the 6th ACM IKDD CoDS and 24th COMAD, January 3 - 5, 2019, Kolkata, India. Krishnapuram, R. & Singla, P. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 297-300 4 p. 150

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

Constraint programming for dynamic symbolic execution of JavaScript

Amadini, R., Andrlon, M., Gange, G., Schachte, P., Søndergaard, H. & Stuckey, P. 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. 1-19 19 p. (Lecture Notes in Computer Science ; vol. 11494 ).

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

Cooperation with bottom-up reputation dynamics

Xu, J., Garcia Gallego, J. & Handfield, T., 2019, Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems. Agmon, N. & E. Taylor, M. (eds.). Richland SC USA: International Foundation for Autonomous Agents and Multiagent Systems, p. 269-276 8 p.

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

Core-boosted linear search for incomplete MaxSAT

Berg, J., Demirović, E. & Stuckey, P. J., 2019, Integration of Constraint Programming, Artificial Intelligence, and Operations Research: 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. 39-56 18 p. (Lecture Notes in Computer Science ; vol. 11494 ).

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

Cross-modal transfer hashing based on coherent projection

Yu, E., Sun, J., Wang, L., Chang, X., Zhang, H. & Hauptmann, A. G., 2019, Proceedings - 2019 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2019. Mrak, M., Wu, J., Wang, H., Zimmermann, R., Li, Z. & Zhang, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 477-482 6 p. 8794952

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

Cutting the size of Compressed Path Databases with wildcards and redundant symbols

Chiari, M., Zhao, S., Botea, A., Gerevini, A., Harabor, D., Saetti, A., Salvetti, M. & 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. 106-113 8 p.

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

Open Access
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DAGCN: dual attention graph convolutional networks

Chen, F., Pan, S., Jiang, J., Huo, H. & Long, G., 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. 8851698

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

Deep domain adaptation for vulnerable code function identification

Nguyen, V., Le, T., Le, T., Nguyen, K., Devel, O., Montague, P., Qu, L. & Phung, DI., 2019, International Joint Conference on Neural Networks (IJCNN) 2019. Angelov, P. & Roveri, M. (eds.). IEEE, Institute of Electrical and Electronics Engineers, 8 p. 8851923

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

Deep Neural Networks for new product form design

Wei, C-C., Yeh, C-H., Wong, I., Walsh, B. & Lin, Y-C., 2019, Proceedings of the 16th International Conference on Informatics in Control, Automation and Robotics. Gusikhin, O., Madani, K. & Zaytoon, J. (eds.). Portugal : Scitepress, Vol. 2. p. 653-657 5 p.

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

Detecting suicidal ideation with data protection in online communities

Ji, S., Long, G., Pan, S., Zhu, T., Jiang, J. & Wang, S., 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. 225-229 5 p. (Lecture Notes in Computer Science; vol. 11448 ).

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

Detection of learning strategies: a comparison of process, sequence and network analytic approaches

Matcha, W., Gašević, D., Ahmad Uzir, N., Jovanović, J., Pardo, A., Maldonado-Mahauad, J. & Pérez-Sanagustín, M., 2019, Transforming Learning with Meaningful Technologies: 14th European Conference on Technology Enhanced Learning, EC-TEL 2019 Delft, The Netherlands, September 16–19, 2019 Proceedings. Scheffel, M., Broisin, J., Pammer-Schindler, V., Ioannou, A. & Schneider, J. (eds.). Cham Switzerland: Springer, p. 525-540 16 p. (Lecture Notes in Computer Science ; vol. 11722).

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

Disjoint splitting for conflict-based search for Multi-Agent Path Finding

Li, J., Harabor, D., Stuckey, P. J., Felner, A., Ma, H. & Koenig, S., 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. 279-283 5 p.

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

Open Access
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Early identification of undesirable outcomes for transport accident injured patients using semi-supervised clustering

Khorshidi, H. A., Haffari, G., Aickelin, U. & Hassani-Mahmooei, B., 8 Aug 2019, Digital Health: Changing the Way Healthcare is Conceptualised and Delivered: Selected Papers from the 27th Australian National Health Informatics Conference (HIC 2019). Cummings, E., Merolli, M. & Schaper, L. K. (eds.). Amsterdam Netherlands: IOS Press, p. 1-6 6 p. (Studies in Health Technology and Informatics; vol. 266).

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

Open Access
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1 Citation (Scopus)

Elastic bands across the path: a new framework and method to lower bound DTW

Tan, C. W., Petitjean, F. & Webb, G. I., 2019, Proceedings of the 2019 SIAM International Conference on Data Mining. Berger-Wolf, T. & Chawla, N. (eds.). Philadelphia PA USA: Society for Industrial & Applied Mathematics (SIAM), p. 522-530 9 p.

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

Foundations of collaborative task-oriented dialogue: what's in a slot?

Phil, C., Sep 2019, Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue. Nakamura, S., Gasic, M., Zuckerman, I., Skantze, G., Nakano, M., Papangelis, A., Ultes, S. & Yoshino, K. (eds.). Stockholm Sweden: Association for Computational Linguistics (ACL), p. 198–209 11 p. W19-5924

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

Open Access
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1 Citation (Scopus)

Graph WaveNet for deep spatial-temporal graph modeling

Wu, Z., Pan, S., Long, G., Jiang, J. & Zhang, C., 2019, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Kraus, S. (ed.). California USA: International Joint Conferences on Artificial Intelligence, p. 1907-1913 7 p.

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

Open Access
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Helpfulness prediction for online reviews with explicit content-rating interaction

Du, J., Rong, J., Wang, H. & Zhang, Y., 2019, Web Information Systems Engineering – WISE 2019: 20th International Conference Hong Kong, China, November 26–30, 2019 Proceedings. Cheng, R., Mamoulis, N., Sun, Y. & Huang, X. (eds.). Cham Switzerland: Springer, p. 795-809 15 p. (Lecture Notes in Computer Science; vol. 11881).

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

Improving the combination of JPS and Geometric Containers

Hu, Y., Harabor, D., Qin, L., Yin, Q. & Hu, C., 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. 209-213 5 p.

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

Open Access
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1 Citation (Scopus)

Improving what cross-modal retrieval models learn through object-oriented inter- and intra-modal attention networks

Huang, P-Y., Vaibhav, Chang, X. & Hauptmann, A. G., 2019, ICMR’19 - Proceedings of the 2019 ACM International Conference on Multimedia Retrieval: June 10–13, 2019, Ottawa, ON, Canada. Candan, K. S., Bertini, M., Xie, L. & Wei, X-Y. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 244-252 9 p.

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

In a silent way: communication between AI and improvising musicians beyond sound

McCormack, J., Teresa Llano Rodriguez, M., Gifford, T., Yee-King, M., Hutchings, P. & D’Inverno, M., 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), 11 p. 38

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

Incentives for stable mining in Pay Per Last N Shares pools

Zolotavkin, Y. & Garcia, J., 2019, Technical Program - IFIP Networking 2019 Conference - May 20-22, 2019 – Warsaw, Poland. X. Liu, A., Rak, J. & Uhlig, S. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 9 p. 8816835

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

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
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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

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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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

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

1 Citation (Scopus)

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.). California USA: International Joint Conferences on Artificial Intelligence, p. 4047-4053 7 p.

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

Open Access
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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

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
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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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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
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1 Citation (Scopus)

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