Xin Li

William Kwok-Wai Cheung

Youmin Zhang

Qun Liu

Guoyin Wang

IEEE Trans. Knowl. Data Eng., January, 2024

Graph-Based Covert Transaction Detection and Protection in Blockchain.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

Signed Graph Representation Learning: A Survey.

[BibT_eX]

[DOI]

CoRR, 2024

Learning Latent Dynamic Robust Representations for World Models.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Evolving Molecular Graph Neural Networks with Hierarchical Evaluation Strategy.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

MetaCARD: Meta-Reinforcement Learning with Task Uncertainty Feedback via Decoupled Context-Aware Reward and Dynamics Components.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Differentiable Logic Policy for Interpretable Deep Reinforcement Learning: A Study From an Optimization Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Towards Improving Embedding Based Models of Social Network Alignment via Pseudo Anchors.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., April, 2023

Relation-aware Graph Convolutional Networks for Multi-relational Network Alignment.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., April, 2023

Towards Control-Centric Representations in Reinforcement Learning from Images.

[BibT_eX]

[DOI]

CoRR, 2023

Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning.

[BibT_eX]

[DOI]

Romain Laroche

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Principled Offline RL in the Presence of Rich Exogenous Information.

[BibT_eX]

[DOI]

Aniket Rajiv Didolkar

Dipendra Misra

Harm van Seijen

John Langford

Proceedings of the International Conference on Machine Learning, 2023

Behavior Prior Representation learning for Offline Reinforcement Learning.

[BibT_eX]

[DOI]

Romain Laroche

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Representation Learning in Deep RL via Discrete Information Bottleneck.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

CHA: Categorical Hierarchy-based Attention for Next POI Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2022

Domain-Adversarial Network Alignment.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Discrete Factorial Representations as an Abstraction for Goal Conditioned Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information.

[BibT_eX]

[DOI]

John Langford

CoRR, 2022

Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Hongyu Zang

Mingzhong Wang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

On improving knowledge graph facilitated simple question answering system.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2021

SimSR: Simple Distance-based State Representation for Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Hongyu Zang

Mingzhong Wang

CoRR, 2021

Partial Power Conversion and High Voltage Ride-Through Scheme for a PV-Battery Based Multiport Multi-Bus Power Router.

[BibT_eX]

[DOI]

IEEE Access, 2021

Shared-latent Variable Network Alignment.

[BibT_eX]

[DOI]

Degen Zhang

Linjing Lai

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

Multi-relational EHR representation learning with infusing information of Diagnosis and Medication.

[BibT_eX]

[DOI]

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

2020

Zero-to-Stable Driver Identification: A Non-Intrusive and Scalable Driver Identification Scheme.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

GANE: A Generative Adversarial Network Embedding.

[BibT_eX]

[DOI]

Huiting Hong

Mingzhong Wang

IEEE Trans. Neural Networks Learn. Syst., 2020

Structural Representation Learning for User Alignment Across Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

WiPOS: A POS Terminal Password Inference System Based on Wireless Signals.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

On Improving the Learning of Long-Term historical Information for Tasks with Partial Observability.

[BibT_eX]

[DOI]

Xinwen Wang

Linjing Lai

Proceedings of the 5th IEEE International Conference on Data Science in Cyberspace, 2020

Universal Value Iteration Networks: When Spatially-Invariant Is Not Universal.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Hierarchical Routing for Vehicular Ad Hoc Networks via Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Next and Next New POI Recommendation via Latent Behavior Pattern Inference.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2019

Deep trajectory: a deep learning approach for mobile advertising in vehicular networks.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2019

A New Recommendation Approach Based on Probabilistic Soft Clustering Methods: A Scientific Documentation Case Study.

[BibT_eX]

[DOI]

IEEE Access, 2019

Crowdsourcing Incentives for Multi-Hop Urban Parcel Delivery Network.

[BibT_eX]

[DOI]

IEEE Access, 2019

Flexible Pressure Sensor Array with Tunable Measurement Range and High Sensitivity.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2019

A Vectorized Relational Graph Convolutional Network for Multi-Relational Network Alignment.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

A Geographical Behavior-Based Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Big Data Security on Cloud, 2019

2018

Collective semantic behavior extraction in social networks.

[BibT_eX]

[DOI]

J. Comput. Sci., 2018

Next point-of-interest recommendation via a category-aware Listwise Bayesian Personalized Ranking.

[BibT_eX]

[DOI]

Jing He

J. Comput. Sci., 2018

Personalized Next Point-of-Interest Recommendation via Latent Behavior Patterns Inference.

[BibT_eX]

[DOI]

CoRR, 2018

A Structural Representation Learning for Multi-relational Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Artificial Intelligence Scientific Documentation Dataset for Recommender Systems.

[BibT_eX]

[DOI]

IEEE Access, 2018

Inferring Continuous Latent Preference on Transition Intervals for Next Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Non-translational Alignment for Multi-relational Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

A Time-Aware Personalized Point-of-Interest Recommendation via High-Order Tensor Factorization.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2017

On Improving Deep Reinforcement Learning for POMDPs.

[BibT_eX]

[DOI]

Pengfei Zhu

Pascal Poupart

CoRR, 2017

A Reinforcement Learning Approach of Data Forwarding in Vehicular Networks.

[BibT_eX]

[DOI]

Pengfei Zhu

Proceedings of the Mobile Ad-hoc and Sensor Networks - 13th International Conference, 2017

A Structural Representation Learning for Multi-relational Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Category-aware Next Point-of-Interest Recommendation via Listwise Bayesian Personalized Ranking.

[BibT_eX]

[DOI]

Jing He

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

On Preventing Location Attacks for Urban Vehicular Networks.

[BibT_eX]

[DOI]

Meng Zhou

Mob. Inf. Syst., 2016

FriendBurst: Ranking people who get friends fast in a short time.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Effective successive POI recommendation inferred with individual behavior and group preference.

[BibT_eX]

[DOI]

Neurocomputing, 2016

A Momentum Theory for Hot Topic Life-cycle: A Case Study of Hot Hashtag Emerging in Twitter.

[BibT_eX]

[DOI]

Int. J. Comput. Commun. Control, 2016

Aligning Users across Social Networks Using Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

On Improving a Microblog Ranking.

[BibT_eX]

[DOI]

Proceedings of the IEEE First International Conference on Data Science in Cyberspace, 2016

Inferring a Personalized Next Point-of-Interest Recommendation Model with Latent Behavior Patterns.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

The Author-Topic-Community model for author interest profiling and community discovery.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2015

Crafting a Time-Aware Point-of-Interest Recommendation via Pairwise Interaction Tensor Factorization.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2015

Deriving an Effective Hypergraph Model for Point of Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2015

2014

Table-Driven Bus-Based Routing Protocol for Urban Vehicular Ad Hoc Networks.

[BibT_eX]

[DOI]

Proceedings of the Wireless Algorithms, Systems, and Applications, 2014

ReadBehavior: Reading Probabilities Modeling of Tweets via the Users' Retweeting Behaviors.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

QGrid: Q-learning based routing protocol for vehicular ad hoc networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 33rd International Performance Computing and Communications Conference, 2014

TMODF: Trajectory-based multi-objective optimal data forwarding in vehicular networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 33rd International Performance Computing and Communications Conference, 2014

A Novel Topical Authority-Based Microblog Ranking.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

A Lexicon-Based Multi-class Semantic Orientation Analysis for Microblogs.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

A mobility clustering-based roadside units deployment for VANET.

[BibT_eX]

[DOI]

Proceedings of the 16th Asia-Pacific Network Operations and Management Symposium, 2014

2013

Magnetic field modeling-based energy efficient routing in wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 32nd International Performance Computing and Communications Conference, 2013

SEBAR: Social Energy Based Routing scheme for mobile social Delay Tolerant Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 32nd International Performance Computing and Communications Conference, 2013

2010

Improving POMDP Tractability via Belief Compression and Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2010

2009

On Compressibility and Acceleration of Orthogonal NMF for POMDP Compression.

[BibT_eX]

[DOI]

Proceedings of the Advances in Machine Learning, 2009

2007

A novel orthogonal NMF-based belief compression for POMDPs.

[BibT_eX]

[DOI]

William Kwok-Wai Cheung

Zhili Wu

Proceedings of the Machine Learning, 2007

2006

An Adaptation of EPCA to Image Compression and Reconstruction.

[BibT_eX]

[DOI]

Zhili Wu

Xiaofeng Zhang

Proceedings of the IEEE International Conference on Systems, 2006

Integrating Value-Directed Compression and Belief Space Analysis for POMDP Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

2005

Decomposing Large-Scale POMDP Via Belief State Analysis.

[BibT_eX]

[DOI]