ORCID as entered in ROS
https://orcid.org/0000-0002-4149-839X
Select Publications
Conference Papers
, 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
, 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
, 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
, 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
, 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
, 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
, 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
, 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
, 2019, 'DARec: deep domain adaptation for cross-domain recommendation via transferring rating patterns', in IJCAI-19, Macao, China, pp. 4227 - 4233, presented at
, 2019, 'Multi-agent attentional activity recognition', in IJCAI International Joint Conference on Artificial Intelligence, Macao, China, pp. 1344 - 1350, presented at
, 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
, 2019, 'Quaternion collaborative filtering for recommendation', in IJCAI International Joint Conference on Artificial Intelligence, Macao, China, pp. 4313 - 4319, presented at
, 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
, 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
, 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
, 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
, 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
, 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
, 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
, 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
, 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
, 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
, 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, http://dx.doi.org/10.1609/aaai.v33i01.33013321
, 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
, 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, http://dx.doi.org/10.1109/ijcnn48605.2020.9207417
, 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
, 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
, 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
, 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
, 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
, 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
, 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
, 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
, 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
, 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
, 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
, 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
, 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
, 2018, 'NeuRec: On Nonlinear Transformation for Personalized Ranking', in Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI-18, International Joint Conferences on Artificial Intelligence Organization, pp. 3669 - 3675, presented at
, 2018, 'Automatic Device Classification from Network Traffic Streams of Internet of Things', in Proceedings Conference on Local Computer Networks LCN, pp. 597 - 605, http://dx.doi.org/10.1109/LCN.2018.8638232
, 2018, 'Message from the BDCloud 2018 Chairs', in Proceedings 16th IEEE International Symposium on Parallel and Distributed Processing with Applications 17th IEEE International Conference on Ubiquitous Computing and Communications 8th IEEE International Conference on Big Data and Cloud Computing 11th IEEE International Conference on Social Computing and Networking and 8th IEEE International Conference on Sustainable Computing and Communications Ispa Iucc Bdcloud Socialcom Sustaincom 2018, pp. XXIX - XXX, http://dx.doi.org/10.1109/BDCloud.2018.00009
, 2018, 'Passenger demand prediction with cellular footprints', in 2018 15th Annual IEEE International Conference on Sensing Communication and Networking Secon 2018, pp. 1 - 9, http://dx.doi.org/10.1109/SAHCN.2018.8397114
, 2018, 'A simulation approach for studying behavior and quality of blockchain networks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Seattle, WA, USA, pp. 18 - 31, presented at
, 2018, 'Passenger Demand Prediction with Cellular Footprints', in 2018 15TH ANNUAL IEEE INTERNATIONAL CONFERENCE ON SENSING, COMMUNICATION, AND NETWORKING (SECON), IEEE, HONG KONG, Hong Kong, pp. 163 - 171, presented at
, 2018, 'EEG-based motion intention recognition via multi-task RNNs', in Pedreschi D; Ester M (ed.), SIAM International Conference on Data Mining, SDM 2018, Society for Industrial and Applied Mathematics, San Diego, CA, pp. 279 - 287, presented at
, 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), IEEE, GREECE, Athens, pp. 22 - 31, presented at
, 2018, 'Cascade and Parallel Convolutional Recurrent Neural Networks on EEG-based Intention Recognition for Brain Computer Interface', in 32nd AAAI Conference on Artificial Intelligence, AAAI 2018, Hilton New Orleans Riverside, USA, presented at
, 2018, 'Fuzzy integral optimization with deep Q-network for EEG-based intention recognition', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 156 - 168, http://dx.doi.org/10.1007/978-3-319-93034-3_13
, 2018, 'Mining POI alias from microblog conversations', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 425 - 436, http://dx.doi.org/10.1007/978-3-319-93034-3_34
, 2018, 'Coupled Linear and Deep Nonlinear Method for Meetup Service Recommendation', in International Conference on Web Services, Springer, pp. 246 - 260, Springer
https://orcid.org/0000-0002-4149-839X