By Professor Lina Yao

Conference Papers

Tao Y; Wang C; Yao L; Li W; Yu Y, 2020, 'TRec: Sequential Recommender Based on Latent Item Trend Information', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN48605.2020.9207708

Zhang L; Wang X; Yao L; Zheng F, 2020, 'Zero-Shot Object Detection with Textual Descriptions Using Convolutional Neural Networks', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN48605.2020.9207417

Bai L; Yao L; Li C; Wang X; Wang C, 2020, 'Adaptive graph convolutional recurrent network for traffic forecasting', in Advances in Neural Information Processing Systems

Wang X; Yao L; Liu W; Li C; Bai L; Waller ST, 2020, 'Mobility Irregularity Detection with Smart Transit Card Data', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 541 - 552, http://dx.doi.org/10.1007/978-3-030-47426-3_42

Wang W; Wang M; Wang S; Long G; Yao L; Qi G; Chen Y, 2020, 'One-shot learning for long-tail visual relation detection', in AAAI 2020 - 34th AAAI Conference on Artificial Intelligence, pp. 12225 - 12232

Bai L; Yao L; Wang X; Kanhere SS; Xiao Y, 2020, 'Prototype Similarity Learning for Activity Recognition', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 649 - 661, http://dx.doi.org/10.1007/978-3-030-47426-3_50

Li Y; Long G; Shen T; Zhou T; Yao L; Huo H; Jiang J, 2020, 'Self-attention enhanced selective gate with entity-aware embedding for distantly supervised relation extraction', in AAAI 2020 - 34th AAAI Conference on Artificial Intelligence, pp. 8269 - 8276

Zhang C; Song Y; Yao L; Cai W, 2020, 'Shape-oriented convolution neural network for point cloud analysis', in AAAI 2020 - 34th AAAI Conference on Artificial Intelligence, pp. 12773 - 12780

Zhang L; Wang X; Yao L; Wu L; Zheng F, 2020, 'Zero-shot object detection via learning an embedding from semantic space to visual space', in IJCAI International Joint Conference on Artificial Intelligence, pp. 906 - 912

Chen X; Huang C; Yao L; Wang X; Liu W; Zhang W, 2020, 'Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation', in arXiv preprint arXiv:2004.08068

Li C; Bai L; Liu W; Yao L; Waller S, 2019, 'Passenger Demographic Attributes Prediction for Human-Centered Public Transport', in Gedeon T; Wong K; Lee M (eds.), International Conference on Neural Information Processing, Springer, Cham, Sydney, Australia, pp. 486 - 494, presented at International Conference on Neural Information Processing, Sydney, Australia, 12 December 2019 - 15 December 2019, http://dx.doi.org/10.1007/978-3-030-36808-1_53

Zhang S; Tay Y; Yao L; Liu Q, 2019, 'Quaternion knowledge graph embeddings', in Advances in Neural Information Processing Systems, Vancouver, Canada, pp. 2731 - 2741, presented at 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada, Dec 10-12, 2019, Vancouver, Canada, 10 December 2019 - 12 December 2019

Chen X; Huang C; Zhang X; Wang X; Liu W; Yao L, 2019, 'Expert2Vec: Distributed Expert Representation Learning in Question Answering Community', in International Conference on Advanced Data Mining and Applications, Springer, pp. 288 - 301, presented at ADMA, Springer, 21 November 2019 - 23 November 2019

Altulyan MS; Huang C; Yao L; Wang X; Kanhere S; Cao Y, 2019, 'Reminder Care System: An Activity-Aware Cross-Device Recommendation System', in International Conference on Advanced Data Mining and Applications, Springer, pp. 207 - 220, presented at ADMA, Springer, 21 November 2019 - 23 November 2019

Jia H; Wu Y; Liu J; Yao L; Hu W, 2019, 'Mobile golf swing tracking using deep learning with data fusion: Poster abstract', in SenSys 2019 - Proceedings of the 17th Conference on Embedded Networked Sensor Systems, pp. 422 - 423, http://dx.doi.org/10.1145/3356250.3361968

Bai L; Wang X; Yao L; Liu W; Kanhere SS; Yang Z, 2019, 'Spatio-temporal graph convolutional and recurrent networks for citywide passenger demand prediction', in International Conference on Information and Knowledge Management, Proceedings, pp. 2293 - 2296, http://dx.doi.org/10.1145/3357384.3358097

Zhang D; Yao L; Chen K; Long G; Wang S, 2019, 'Collective protection: Preventing sensitive inferences via integrative transformation', in Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 1498 - 1503, http://dx.doi.org/10.1109/ICDM.2019.00197

Zhang X; Yao L; Wang X; Zhang W; Zhang S; Liu Y, 2019, 'Know your mind: Adaptive cognitive activity recognition with reinforced CNN', in Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 896 - 905, http://dx.doi.org/10.1109/ICDM.2019.00100

Zhang D; Chen K; Jian D; Yao L; Wang S; Li P, 2019, 'Learning attentional temporal cues of brainwaves with spatial embedding for motion intent detection', in Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 1450 - 1455, http://dx.doi.org/10.1109/ICDM.2019.00189

Wang M; Shen H; Wang S; Yao L; Jiang Y; Qi G; Chen Y, 2019, 'Learning to hash for efficient search over incomplete knowledge graphs', in Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 1360 - 1365, http://dx.doi.org/10.1109/ICDM.2019.00174

Yuan F; Yao L; Benatallah B, 2019, 'DARec: deep domain adaptation for cross-domain recommendation via transferring rating patterns', in IJCAI-19, Macao, China, pp. 4227 - 4233, presented at 28th International Joint Conference on Artificial Intelligence, August 10-16 2019, Macao, China, Macao, China, 10 August 2019 - 16 August 2019, http://dx.doi.org/10.24963/ijcai.2019/587

Chen K; Yao L; Zhang D; Guo B; Yu Z, 2019, 'Multi-agent attentional activity recognition', in IJCAI International Joint Conference on Artificial Intelligence, Macao, China, pp. 1344 - 1350, presented at Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI-19) - August 10-16 2019, Macao, China, Macao, China, 10 August 2019 - 16 August 2019

Liu L; Zhou T; Long G; Jiang J; Yao L; Zhang C, 2019, 'Prototype Propagation Networks (PPN) for weakly-supervised few-shot learning on category graph', in IJCAI International Joint Conference on Artificial Intelligence, Macao, China, pp. 3015 - 3022, presented at 28th International Joint Conference on Artificial Intelligence - IJCAI-19 – August 10-16 2019, Macao, China, Macao, China, 10 August 2019 - 16 August 2019

Zhang S; Yao L; Tran LV; Zhang A; Tay Y, 2019, 'Quaternion collaborative filtering for recommendation', in IJCAI International Joint Conference on Artificial Intelligence, Macao, China, pp. 4313 - 4319, presented at 28th International Joint Conference on Artificial Intelligence - IJCAI-19 – August 10-16 2019, Macao, China, Macao, China, 10 August 2019 - 16 August 2019

Bai L; Yao L; Kanhere SS; Wang X; Sheng QZ, 2019, 'StG2seq: Spatial-temporal graph to sequence model for multi-step passenger demand forecasting', in IJCAI International Joint Conference on Artificial Intelligence, Macao, China, pp. 1981 - 1987, presented at Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019, Macao, China, 10 August 2019 - 16 August 2019

Yuan F; Yao L; Benatallah B, 2019, 'DARec: Deep domain adaptation for cross-domain recommendation via transferring rating patterns', in IJCAI International Joint Conference on Artificial Intelligence, Macao, China, pp. 4227 - 4233, presented at 28th International Joint Conference on Artificial Intelligence IJCAI-19, Macao, China, 10 August 2019

Zhang S; Tay Y; Yao L; Wu B; Sun A, 2019, 'Deeprec: An open-source toolkit for deep learning based recommendation', in IJCAI International Joint Conference on Artificial Intelligence, Macao, China, pp. 6581 - 6583, presented at 28th International Joint Conference on Artificial Intelligence IJCAI-19, Macao, China, 10 August 2019

Yuan F; Yao L; Benatallah B, 2019, 'Adversarial collaborative neural network for robust recommendation', in SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1065 - 1068, http://dx.doi.org/10.1145/3331184.3331321

Yuan F; Yao L; Benatallah B, 2019, 'Adversarial Collaborative Auto-encoder for Top-N Recommendation', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN.2019.8851902

Dong M; Yao L; Wang X; Benatallah B; Zhang X; Sheng QZ, 2019, 'Dual-stream Self-Attentive Random Forest for False Information Detection', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN.2019.8851765

Dong M; Yao L; Wang X; Benatallah B; Huang C, 2019, 'Similarity-Aware Deep Attentive Model for Clickbait Detection', in Pacific-Asia Conference on Knowledge Discovery and Data Mining, Springer, pp. 56 - 69, presented at PAKDD, Springer, 14 April 2019 - 17 April 2019, http://dx.doi.org/10.1007/978-3-030-16145-3_5

Bai L; Yao L; Kanhere SS; Yang Z; Chu J; Wang X, 2019, 'Passenger demand forecasting with multi-task convolutional recurrent neural networks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Macau, China, pp. 29 - 42, presented at 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, proceedings, Macau, China, 14 April 2019 - 17 April 2019, http://dx.doi.org/10.1007/978-3-030-16145-3_3

Tay Y; Zhang S; Anh TL; Hui SC; Yao L; Tran DQV, 2019, 'Holographic Factorization Machines for Recommendation', in THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE, Honolulu, HI, pp. 5143 - 5150, presented at 33rd AAAI Conference on Artificial Intelligence / 31st Innovative Applications of Artificial Intelligence Conference / 9th AAAI Symposium on Educational Advances in Artificial Intelligence, Honolulu, HI, 27 January 2019 - 01 February 2019, http://dx.doi.org/10.1609/aaai.v33i01.33015143

Zhang X; Chen X; Yao L; Ge C; Dong M, 2019, 'Deep neural network hyperparameter optimization with orthogonal array tuning', in Communications in Computer and Information Science, pp. 287 - 295, http://dx.doi.org/10.1007/978-3-030-36808-1_31

Chen K; Yao L; Zhang D; Chang X; Long G; Wang S, 2019, 'Distributionally robust semi-supervised learning for people-centric sensing', in 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, pp. 3321 - 3328

Li Z; Liu W; Chang X; Yao L; Prakash M; Zhang H, 2019, 'Domain-Aware Unsupervised Cross-dataset Person Re-identification', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 406 - 420, http://dx.doi.org/10.1007/978-3-030-35231-8_29

Li Z; Yao L; Zhang X; Wang X; Kanhere S; Zhang H, 2019, 'Zero-shot object detection with textual descriptions', in 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, pp. 8690 - 8697

Zhang X; Yao L; Yuan F, 2019, 'Adversarial variational embedding for robust semi-supervised learning', in Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp. 139 - 147

Zhang X; Yao L; Wang X; Zhang W; Zhang S; Liu Y, 2019, 'Know Your Mind: Adaptive Cognitive Activity Recognition with Reinforced CNN', in 2019 IEEE International Conference on Data Mining (ICDM), IEEE, pp. 896 - 905, IEEE

Chen W; Wang S; Long G; Yao L; Sheng QZ; Li X, 2018, 'Dynamic Illness Severity Prediction via Multi-task RNNs for Intensive Care Unit', in Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 917 - 922, http://dx.doi.org/10.1109/ICDM.2018.00111

Pessoa MAO; Pisching MA; Yao L; Junqueira F; Miyagi PE; Benatallah B, 2018, 'Industry 4.0, how to integrate legacy devices: A cloud IoT approach', in Proceedings: IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society, pp. 2902 - 2907, http://dx.doi.org/10.1109/IECON.2018.8592774

Huang C; Yao L; Wang X; Benatallah B; Zhang S; Dong M, 2018, 'Expert recommendation via tensor factorization with regularizing hierarchical topical relationships', in Pahl C; Vukovic M; Yin J; Yu Q (eds.), International Conference on Service-Oriented Computing, Springer Nature, Springer, Cham, pp. 373 - 387, presented at 16th International Conference on Service-Oriented Computing (ICSOC), Springer, Cham, 12 November 2018 - 15 November 2018, http://dx.doi.org/10.1007/978-3-030-03596-9_27

Ning X; Yao L; Wang X; Benatallah B; Zhang S; Zhang X, 2018, 'Data-augmented regression with generative convolutional network', in Hacid H; Cellary W; Wang H; Paik H-Y; Zhou R (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, Cham, Dubai, United Arab Emirates, pp. 301 - 311, presented at International Conference on Web Information Systems Engineering : WISE 2018, Dubai, United Arab Emirates, 12 November 2018 - 15 November 2018, http://dx.doi.org/10.1007/978-3-030-02925-8_21

Dong M; Yao L; Wang X; Benatallah B; Sheng QZ; Huang H, 2018, 'DUAL: A Deep Unified Attention Model with Latent Relation Representations for Fake News Detection', in Hacid H; Cellary W; Wang H; Paik H-Y; Zhou R (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, Cham, Dubai, United Arab Emirates, pp. 199 - 209, presented at International Conference on Web Information Systems Engineering : WISE 2018, Dubai, United Arab Emirates, 12 November 2018 - 15 November 2018, http://dx.doi.org/10.1007/978-3-030-02922-7_14

Ning X; Yao L; Wang X; Benatallah B; Salim F; Haghighi PD, 2018, 'Predicting Citywide Passenger Demand via Reinforcement Learning from Spatio-Temporal Dynamics', in PROCEEDINGS OF THE 15TH EAI INTERNATIONAL CONFERENCE ON MOBILE AND UBIQUITOUS SYSTEMS: COMPUTING, NETWORKING AND SERVICES (MOBIQUITOUS 2018), ASSOC COMPUTING MACHINERY, NY, New York City, pp. 19 - 28, presented at 15th EAI International Conference on Mobile and Ubiquitous Systems - Computing, Networking and Services (Mobiquitous), NY, New York City, 05 November 2018 - 07 November 2018, http://dx.doi.org/10.1145/3286978.3286991

Zhang D; Chen K; Yao L; Wang S, 2018, 'Ready for use: Subject-independent movement intention recognition via a convolutional attention model', in International Conference on Information and Knowledge Management, Proceedings, ACM, Torino, Italy, pp. 1763 - 1766, presented at 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), Torino, Italy, 22 October 2018 - 26 October 2018, http://dx.doi.org/10.1145/3269206.3269259

Chen K; Yao L; Wang X; Zhang D; Gu T; Yu Z; Yang Z, 2018, 'Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN.2018.8489767

Bai L; Yao L; Kanhere SS; Wang X; Yang Z, 2018, 'Automatic Device Classification from Network Traffic Streams of Internet of Things', in Cherkaoui S; Andersson K; AlTurjman F (eds.), PROCEEDINGS OF THE 2018 IEEE 43RD CONFERENCE ON LOCAL COMPUTER NETWORKS (LCN), IEEE COMPUTER SOC, IL, Chicago, pp. 597 - 605, presented at 43rd IEEE Conference on Local Computer Networks (LCN), IL, Chicago, 01 October 2018 - 04 October 2018, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000717452300078&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Zhang X; Yao L; Sheng QZ; Kanhere SS; Gu T; Zhang D, 2018, 'Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals', in 2018 IEEE International Conference on Pervasive Computing and Communications, PerCom 2018, http://dx.doi.org/10.1109/PERCOM.2018.8444575

Zhang X; Yao L; Huang C; Wang S; Tan M; Long G; Wang C, 2018, 'Multi-modality Sensor Data Classification with Selective Attention', in Lang J (ed.), the 27th International Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence, SWEDEN, Stockholm, pp. 3111 - 3117, presented at Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, SWEDEN, Stockholm, 13 July 2018 - 19 July 2018, http://dx.doi.org/10.24963/ijcai.2018/432

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