Select Publications
Conference Papers
2011, 'Particle filtering based availability prediction for web services', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 566 - 573, http://dx.doi.org/10.1007/978-3-642-25535-9_42
,'Adversarially Regularized Graph Autoencoder for Graph Embedding', in Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI-18, International Joint Conferences on Artificial Intelligence Organization, pp. 2609 - 2615, http://dx.doi.org/10.24963/ijcai.2018/362
,Preprints
2024, Modeling Pedestrian Intrinsic Uncertainty for Multimodal Stochastic Trajectory Prediction via Energy Plan Denoising, , http://dx.doi.org/10.48550/arxiv.2405.07164
,2023, On the Opportunities and Challenges of Offline Reinforcement Learning for Recommender Systems, , http://dx.doi.org/10.48550/arxiv.2308.11336
,2023, Two-stream Multi-level Dynamic Point Transformer for Two-person Interaction Recognition, , http://dx.doi.org/10.48550/arxiv.2307.11973
,2023, Causal Decision Transformer for Recommender Systems via Offline Reinforcement Learning, , http://dx.doi.org/10.48550/arxiv.2304.07920
,2023, Causal Disentangled Variational Auto-Encoder for Preference Understanding in Recommendation, , http://dx.doi.org/10.48550/arxiv.2304.07922
,2023, Multi-view GCN for Loan Default Risk Prediction, , http://dx.doi.org/10.21203/rs.3.rs-2754272/v1
,2023, Uncertainty-Aware Pedestrian Trajectory Prediction via Distributional Diffusion, , http://dx.doi.org/10.48550/arxiv.2303.08367
,2023, Guided Image-to-Image Translation by Discriminator-Generator Communication, , http://dx.doi.org/10.48550/arxiv.2303.03598
,2022, A Bibliometric Analysis and Review on Reinforcement Learning for Transportation Applications, , http://dx.doi.org/10.48550/arxiv.2210.14524
,2022, Intrinsically Motivated Reinforcement Learning based Recommendation with Counterfactual Data Augmentation, , http://dx.doi.org/10.48550/arxiv.2209.08228
,2022, Plug-and-Play Model-Agnostic Counterfactual Policy Synthesis for Deep Reinforcement Learning based Recommendation, , http://dx.doi.org/10.48550/arxiv.2208.05142
,2022, A Survey on Participant Selection for Federated Learning in Mobile Networks, , http://dx.doi.org/10.48550/arxiv.2207.03681
,2022, Unsupervised Knowledge Adaptation for Passenger Demand Forecasting, , http://dx.doi.org/10.48550/arxiv.2206.04053
,2022, Disentangled and Side-aware Unsupervised Domain Adaptation for Cross-dataset Subjective Tinnitus Diagnosis, , http://dx.doi.org/10.48550/arxiv.2205.03230
,2022, Side-aware Meta-Learning for Cross-Dataset Listener Diagnosis with Subjective Tinnitus, , http://dx.doi.org/10.48550/arxiv.2205.03231
,2021, Adversarial Robustness of Deep Reinforcement Learning based Dynamic Recommender Systems, , http://dx.doi.org/10.48550/arxiv.2112.00973
,2021, Rethink, Revisit, Revise: A Spiral Reinforced Self-Revised Network for Zero-Shot Learning, , http://arxiv.org/abs/2112.00410v1
,2021, Locality-Sensitive Experience Replay for Online Recommendation, , http://dx.doi.org/10.48550/arxiv.2110.10850
,2021, Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference, , http://dx.doi.org/10.48550/arxiv.2105.00822
,2021, An Internet of Things Service Roadmap, , http://dx.doi.org/10.48550/arxiv.2103.03043
,2020, Knowledge Adaption for Demand Prediction based on Multi-task Memory Neural Network, , http://dx.doi.org/10.48550/arxiv.2009.05777
,2020, Spectrum-Guided Adversarial Disparity Learning, , http://dx.doi.org/10.1145/3394486.3403054
,2020, Recommender Systems for the Internet of Things: A Survey, , http://dx.doi.org/10.48550/arxiv.2007.06758
,2020, NP-PROV: Neural Processes with Position-Relevant-Only Variances, , http://dx.doi.org/10.48550/arxiv.2007.00767
,2020, Adversarial Attacks and Detection on Reinforcement Learning-Based Interactive Recommender Systems, , http://dx.doi.org/10.48550/arxiv.2006.07934
,2020, Agglomerative Neural Networks for Multi-view Clustering, , http://arxiv.org/abs/2005.05556v1
,2020, Deep Conversational Recommender Systems: A New Frontier for Goal-Oriented Dialogue Systems, , http://dx.doi.org/10.48550/arxiv.2004.13245
,2020, Are You A Risk Taker? Adversarial Learning of Asymmetric Cross-Domain Alignment for Risk Tolerance Prediction, , http://dx.doi.org/10.1109/IJCNN48605.2020.9207111
,2020, Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation, , http://dx.doi.org/10.48550/arxiv.2004.08068
,2020, A Multi-view CNN-based Acoustic Classification System for Automatic Animal Species Identification, , http://dx.doi.org/10.48550/arxiv.2002.09821
,2019, Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals, , http://dx.doi.org/10.48550/arxiv.1907.13351
,2019, DARec: Deep Domain Adaptation for Cross-Domain Recommendation via Transferring Rating Patterns, , http://dx.doi.org/10.48550/arxiv.1905.10760
,2019, STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting, , http://dx.doi.org/10.48550/arxiv.1905.10069
,2019, Adversarial Variational Embedding for Robust Semi-supervised Learning, , http://dx.doi.org/10.48550/arxiv.1905.02361
,2018, Automatic Device Classification from Network Traffic Streams of Internet of Things, , http://dx.doi.org/10.48550/arxiv.1812.09882
,2018, Internet of Things Search Engine: Concepts, Classification, and Open Issues, , http://dx.doi.org/10.48550/arxiv.1812.02930
,2018, Software Expert Discovery via Knowledge Domain Embeddings in a Collaborative Network, , http://dx.doi.org/10.48550/arxiv.1810.11305
,2018, Brain2Object: Printing Your Mind from Brain Signals with Spatial Correlation Embedding, , http://dx.doi.org/10.48550/arxiv.1810.02223
,2018, Learning to Recommend with Multiple Cascading Behaviors, , http://dx.doi.org/10.48550/arxiv.1809.08161
,2018, Adversarial Collaborative Auto-encoder for Top-N Recommendation, , http://dx.doi.org/10.48550/arxiv.1808.05361
,2018, Expert Recommendation via Tensor Factorization with Regularizing Hierarchical Topical Relationships, , http://dx.doi.org/10.48550/arxiv.1808.01092
,2018, A Survey on Expert Recommendation in Community Question Answering, , http://dx.doi.org/10.48550/arxiv.1807.05540
,2018, GrCAN: Gradient Boost Convolutional Autoencoder with Neural Decision Forest, , http://dx.doi.org/10.48550/arxiv.1806.08079
,2018, Opinion Fraud Detection via Neural Autoencoder Decision Forest, , http://dx.doi.org/10.48550/arxiv.1805.03379
,2018, Internet of Things Meets Brain-Computer Interface: A Unified Deep Learning Framework for Enabling Human-Thing Cognitive Interactivity, , http://dx.doi.org/10.48550/arxiv.1805.00789
,2017, MindID: Person Identification from Brain Waves through Attention-based Recurrent Neural Network, , http://dx.doi.org/10.48550/arxiv.1711.06149
,2017, Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals, , http://dx.doi.org/10.48550/arxiv.1709.08820
,2017, Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis, , http://dx.doi.org/10.48550/arxiv.1709.09077
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