Select Publications
Journal articles
2017, 'Learning multiple diagnosis codes for ICU patients with local disease correlation mining', ACM Transactions on Knowledge Discovery from Data, 11, http://dx.doi.org/10.1145/3003729
,2016, 'Diagnosis Code Assignment Using Sparsity-Based Disease Correlation Embedding', IEEE Transactions on Knowledge and Data Engineering, 28, pp. 3191 - 3202, http://dx.doi.org/10.1109/TKDE.2016.2605687
,2016, 'Multi-label classification via learning a unified object-label graph with sparse representation', World Wide Web, 19, pp. 1125 - 1149, http://dx.doi.org/10.1007/s11280-015-0376-7
,2016, 'Things of interest recommendation by leveraging heterogeneous relations in the internet of things', ACM Transactions on Internet Technology, 16, http://dx.doi.org/10.1145/2837024
,2016, 'CloudArmor: Supporting Reputation-Based Trust Management for Cloud Services', IEEE Transactions on Parallel and Distributed Systems, 27, pp. 367 - 380, http://dx.doi.org/10.1109/TPDS.2015.2408613
,2015, 'Guest Editorial: Big Data Analytics and the Web', IEEE Transactions on Big Data, 1, pp. 123 - 124, http://dx.doi.org/10.1109/tbdata.2016.2518778
,2015, 'Web-based management of the internet of things', IEEE Internet Computing, 19, pp. 60 - 67, http://dx.doi.org/10.1109/MIC.2015.77
,2015, 'Unified collaborative and content-based web service recommendation', IEEE Transactions on Services Computing, 8, pp. 453 - 466, http://dx.doi.org/10.1109/TSC.2014.2355842
,2015, 'A simulation method for social networks', Social Network Analysis and Mining, 5, pp. 1 - 14, http://dx.doi.org/10.1007/s13278-015-0246-4
,2014, 'Behavior modeling and automated verification of Web services', Information Sciences, 258, pp. 416 - 433, http://dx.doi.org/10.1016/j.ins.2012.09.016
,2014, 'Commitments to regulate social web services operation', IEEE Transactions on Services Computing, 7, pp. 154 - 167, http://dx.doi.org/10.1109/TSC.2013.29
,2014, 'Keyword search over web documents based on earth mover’s distance', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8786 LNCS, pp. 256 - 265, http://dx.doi.org/10.1007/978-3-319-11749-2_20
,2012, 'A synergy between context-aware policies and AOP to achieve highly adaptable Web services', Service Oriented Computing and Applications, 6, pp. 379 - 392, http://dx.doi.org/10.1007/s11761-012-0113-3
,'DeepKey: A Multimodal Biometric Authentication System via Deep Decoding Gaits and Brainwaves', ACM Transactions on Intelligent Systems and Technology (TIST)
,Conference Papers
2024, 'Modality aware contrastive learning for multimodal human activity recognition', in Concurrency and Computation: Practice and Experience, http://dx.doi.org/10.1002/cpe.8020
,2024, 'MatchNAS: Optimizing Edge AI in Sparse-Label Data Contexts via Automating Deep Neural Network Porting for Mobile Deployment', in WWW 2024 - Proceedings of the ACM Web Conference, pp. 2965 - 2975, http://dx.doi.org/10.1145/3589334.3645538
,2024, 'Distribution-Conditioned Adversarial Variational Autoencoder for Valid Instrumental Variable Generation', in Proceedings of the AAAI Conference on Artificial Intelligence, pp. 13664 - 13672, http://dx.doi.org/10.1609/aaai.v38i12.29271
,2024, 'EXPLORING SOFT PROMPT INITIALIZATION STRATEGY FOR FEW-SHOT CONTINUAL TEXT CLASSIFICATION', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 12106 - 12110, http://dx.doi.org/10.1109/ICASSP48485.2024.10448063
,2024, 'Multi-level Attention Network with Weather Suppression for All-Weather Action Detection in UAV Rescue Scenarios', in Communications in Computer and Information Science, pp. 540 - 557, http://dx.doi.org/10.1007/978-981-99-8138-0_43
,2023, 'ALDA: An Adaptive Layout Design Assistant for Diverse Posters throughout the Design Process', in MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia, pp. 9405 - 9407, http://dx.doi.org/10.1145/3581783.3612677
,2023, 'Contrastive Counterfactual Learning for Causality-aware Interpretable Recommender Systems', in International Conference on Information and Knowledge Management, Proceedings, pp. 3564 - 3573, http://dx.doi.org/10.1145/3583780.3614823
,2023, 'NP-SSL: A Modular and Extensible Self-supervised Learning Library with Neural Processes', in International Conference on Information and Knowledge Management, Proceedings, pp. 5123 - 5127, http://dx.doi.org/10.1145/3583780.3614749
,2023, 'DREAM: Decoupled Representation via Extraction Attention Module and Supervised Contrastive Learning for Cross-Domain Sequential Recommender', in Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023, pp. 479 - 490, http://dx.doi.org/10.1145/3604915.3608780
,2023, 'Causal Decision Transformer for Recommender Systems via Offline Reinforcement Learning', in SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1599 - 1608, http://dx.doi.org/10.1145/3539618.3591648
,2023, 'Causal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation', in SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1874 - 1878, http://dx.doi.org/10.1145/3539618.3591961
,2023, 'Dual Contrastive Transformer for Hierarchical Preference Modeling in Sequential Recommendation', in SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 99 - 109, http://dx.doi.org/10.1145/3539618.3591672
,2023, 'PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation Learning', in Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023, pp. 14539 - 14547
,2023, 'Modeling Temporal Positive and Negative Excitation for Sequential Recommendation', in ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023, pp. 1252 - 1263, http://dx.doi.org/10.1145/3543507.3583463
,2023, 'Exploiting Explicit and Implicit Item relationships for Session-based Recommendation', in WSDM 2023 - Proceedings of the 16th ACM International Conference on Web Search and Data Mining, pp. 553 - 561, http://dx.doi.org/10.1145/3539597.3570432
,2023, 'IDNP: Interest Dynamics Modeling Using Generative Neural Processes for Sequential Recommendation', in WSDM 2023 - Proceedings of the 16th ACM International Conference on Web Search and Data Mining, pp. 481 - 489, http://dx.doi.org/10.1145/3539597.3570373
,2023, 'Biased or Debiased: Polarization-aware Embedding Learning from Social Media Knowledge Graph', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN54540.2023.10191992
,2023, 'Distilled Reverse Attention Network for Open-world Compositional Zero-Shot Learning', in Proceedings of the IEEE International Conference on Computer Vision, pp. 1782 - 1791, http://dx.doi.org/10.1109/ICCV51070.2023.00171
,2023, 'Distributional Domain-Invariant Preference Matching for Cross-Domain Recommendation', in Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 81 - 90, http://dx.doi.org/10.1109/ICDM58522.2023.00017
,2023, 'From Time Series to Multi-modality: Classifying Multivariate Time Series via Both 1D and 2D Representations', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 19 - 33, http://dx.doi.org/10.1007/978-3-031-46661-8_2
,2023, 'HTML: Hybrid Temporal-scale Multimodal Learning Framework for Referring Video Object Segmentation', in Proceedings of the IEEE International Conference on Computer Vision, pp. 13368 - 13377, http://dx.doi.org/10.1109/ICCV51070.2023.01234
,2023, 'Mask Propagation for Efficient Video Semantic Segmentation', in Advances in Neural Information Processing Systems
,2023, 'Meta-learning for Estimating Multiple Treatment Effects with Imbalance', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 886 - 895, http://dx.doi.org/10.1007/978-981-99-7254-8_69
,2023, 'NPCL: Neural Processes for Uncertainty-Aware Continual Learning', in Advances in Neural Information Processing Systems
,2023, 'Review-Incorporated Model-Agnostic Profile Injection Attacks on Recommender Systems', in Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 1481 - 1486, http://dx.doi.org/10.1109/ICDM58522.2023.00195
,2022, 'A survey on participant selection for federated learning in mobile networks', in Proceedings of the 17th ACM Workshop on Mobility in the Evolving Internet Architecture, MobiArch 2022, pp. 19 - 24, http://dx.doi.org/10.1145/3556548.3559633
,2022, 'Multi-agent Transformer Networks for Multimodal Human Activity Recognition', in International Conference on Information and Knowledge Management, Proceedings, pp. 1135 - 1145, http://dx.doi.org/10.1145/3511808.3557402
,2022, 'Social Graph Transformer Networks for Pedestrian Trajectory Prediction in Complex Social Scenarios', in International Conference on Information and Knowledge Management, Proceedings, pp. 1339 - 1349, http://dx.doi.org/10.1145/3511808.3557455
,2022, 'Hierarchical Task-aware Multi-Head Attention Network', in SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1933 - 1937, http://dx.doi.org/10.1145/3477495.3531781
,2022, 'Locality-Sensitive State-Guided Experience Replay Optimization for Sparse Rewards in Online Recommendation', in SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1316 - 1325, http://dx.doi.org/10.1145/3477495.3532015
,2022, 'Socially-aware Dual Contrastive Learning for Cold-Start Recommendation', in SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1927 - 1932, http://dx.doi.org/10.1145/3477495.3531780
,2022, 'An Explanation Module for Deep Neural Networks Facing Multivariate Time Series Classification', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 3 - 14, http://dx.doi.org/10.1007/978-3-030-97546-3_1
,2022, 'ATTENTIONAL GATED RES2NET FOR MULTIVARIATE TIME SERIES CLASSIFICATION', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 3308 - 3312, http://dx.doi.org/10.1007/s11063-022-10944-0
,2022, 'Caching Hierarchical Skylines for Efficient Service Composition on Service Graphs', in Proceedings - 2022 IEEE International Conference on Services Computing, SCC 2022, pp. 1 - 9, http://dx.doi.org/10.1109/SCC55611.2022.00015
,2022, 'Contrastive Conditional Neural Processes', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 9677 - 9686, http://dx.doi.org/10.1109/CVPR52688.2022.00946
,2022, 'Contrastive Functional Connectivity Graph Learning for Population-based fMRI Classification', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 221 - 230, http://dx.doi.org/10.1007/978-3-031-16431-6_21
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