| 2025 | CVPR | Interactive Medical Image Analysis with Concept-based Similarity Reasoning. | Ta Duc Huy, Sen Kim Tran, Phan Nguyen, Nguyen Hoang Tran, Tran Bao Sam, Anton van den Hengel, Zhibin Liao, Johan W. Verjans, Minh-Son To, Vu Minh Hieu Phan |
| 2024 | CIKM | Federated Deep Equilibrium Learning: Harnessing Compact Global Representations to Enhance Personalization. | Long Tan Le, Tuan Dung Nguyen, Tung-Anh Nguyen, Choong Seon Hong, Suranga Seneviratne, Wei Bao, Nguyen Hoang Tran |
| 2023 | ACIIDS | Federated Deep Reinforcement Learning - Based Bitrate Adaptation for Dynamic Adaptive Streaming over HTTP. | Phuong Luu Vo, Nghia T. Nguyen, Long Luu, Canh T. Dinh, Nguyen Hoang Tran, Tuan-Anh Le |
| 2023 | CVPR | Revisiting Reverse Distillation for Anomaly Detection. | Tran Dinh Tien, Anh Tuan Nguyen, Nguyen Hoang Tran, Ta Duc Huy, Soan Thi Minh Duong, Chanh D. Tr. Nguyen, Steven Q. H. Truong |
| 2023 | ICASSP | Logovit: Local-Global Vision Transformer for Object Re-Identification. | Nguyen Phan, Ta Duc Huy, Soan Thi Minh Duong, Nguyen Hoang Tran, Sam Tran, Dao Huu Hung, Chanh D. Tr. Nguyen, Trung H. Bui, Steven Q. H. Truong |
| 2023 | ICDM | Fed-mSSA: A Federated Approach for Spatio-Temporal Data Modeling Using Multivariate Singular Spectrum Analysis. | Jiayu He, Matloob Khushi, Tung-Anh Nguyen, Nguyen Hoang Tran |
| 2023 | INFOCOM | Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks. | Tung-Anh Nguyen, Jiayu He, Long Tan Le, Wei Bao, Nguyen Hoang Tran |
| 2022 | BMVC | Improving Local Features with Relevant Spatial Information by Vision Transformer for Crowd Counting. | Nguyen Hoang Tran, Ta Duc Huy, Soan Thi Minh Duong, Nguyen Phan, Dao Huu Hung, Chanh D. Tr. Nguyen, Trung H. Bui, Steven Quoc Hung Truong |
| 2022 | ICCS | Stock Predictor with Graph Laplacian-Based Multi-task Learning. | Jiayu He, Nguyen Hoang Tran, Matloob Khushi |
| 2022 | ICPP | Semi-Online Multi-Machine with Restart Scheduling for Integrated Edge and Cloud Computing Systems. | Liming Ge, Zizhao Wang, Wei Bao, Dong Yuan, Nguyen Hoang Tran, Bing Bing Zhou, Albert Y. Zomaya |
| 2021 | WISE | Deep News Recommendation with Contextual User Profiling and Multifaceted Article Representation. | Dai Hoang Tran, Salma Abdalla Hamad, Munazza Zaib, Abdulwahab Aljubairy, Quan Z. Sheng, Wei Emma Zhang, Nguyen Hoang Tran, Nguyen Lu Dang Khoa |
| 2021 | SDM | Robust Dual Recurrent Neural Networks for Financial Time Series Prediction. | Jiayu He, Matloob Khushi, Nguyen Hoang Tran, Tongliang Liu |
| 2020 | ICPP | Federated Learning with Proximal Stochastic Variance Reduced Gradient Algorithms. | Canh T. Dinh, Nguyen Hoang Tran, Tuan Dung Nguyen, Wei Bao, Albert Y. Zomaya, Bing Bing Zhou |
| 2020 | IJCNN | HeteGraph: A Convolutional Framework for Graph Learning in Recommender Systems. | Dai Hoang Tran, Abdulwahab Aljubairy, Munazza Zaib, Quan Z. Sheng, Wei Emma Zhang, Nguyen Hoang Tran, Khoa L. D. Nguyen |
| 2020 | NOMS | Sharing Incentive Mechanism, Task Assignment and Resource Allocation for Task Offloading in Vehicular Mobile Edge Computing. | Tra Huong Thi Le, Nguyen Hoang Tran, Yan Kyaw Tun, Oanh Tran Thi Kim, Kitae Kim, Choong Seon Hong |
| 2020 | WCNC | Auction based Incentive Design for Efficient Federated Learning in Cellular Wireless Networks. | Tra Huong Thi Le, Nguyen Hoang Tran, Yan Kyaw Tun, Zhu Han, Choong Seon Hong |
| 2019 | GLOBECOM | A Multi-Agent System toward the Green Edge Computing with Microgrid. | Md. Shirajum Munir, Sarder Fakhrul Abedin, DoHyeon Kim, Nguyen Hoang Tran, Zhu Han, Choong Seon Hong |
| 2019 | GLOBECOM | Incentivize to Build: A Crowdsourcing Framework for Federated Learning. | Shashi Raj Pandey, Nguyen Hoang Tran, Mehdi Bennis, Yan Kyaw Tun, Zhu Han, Choong Seon Hong |
| 2019 | INFOCOM | Federated Learning over Wireless Networks: Optimization Model Design and Analysis. | Nguyen Hoang Tran, Wei Bao, Albert Y. Zomaya, Minh N. H. Nguyen, Choong Seon Hong |
| 2019 | MSWIM | SEE: Scheduling Early Exit for Mobile DNN Inference during Service Outage. | Zizhao Wang, Wei Bao, Dong Yuan, Liming Ge, Nguyen Hoang Tran, Albert Y. Zomaya |
| 2019 | SAC | A matching based coexistence mechanism between eMBB and uRLLC in 5G wireless networks. | Anupam Kumar Bairagi, Md. Shirajum Munir, Madyan Alsenwi, Nguyen Hoang Tran, Choong Seon Hong |
| 2018 | GLOBECOM | Dynamic Controller/Switch Mapping in Virtual Networks Service Chains. | Chuan Pham, Duong Tuan Nguyen, Nguyen Hoang Tran, Kim Khoa Nguyen, Mohamed Cheriet |
| 2018 | NOMS | Bargaining game for effective coexistence between LTE-U and Wi-Fi systems. | Anupam Kumar Bairagi, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong |
| 2018 | NOMS | Wireless network virtualization with non-orthogonal multiple access. | Tai Manh Ho, Nguyen Hoang Tran, S. M. Ahsan Kazmi, Zhu Han, Choong Seon Hong |
| 2018 | NOMS | Multi-operator backup power sharing in wireless base stations. | Minh N. H. Nguyen, Nguyen Hoang Tran, Mohammad A. Islam, Chuan Pham, Shaolei Ren, Choong Seon Hong |
| 2018 | NOMS | A cost optimized reverse influence maximization in social networks. | Ashis Talukder, Md. Golam Rabiul Alam, Nguyen Hoang Tran, Choong Seon Hong |
| 2017 | APNOMS | Ruin theory based modeling of fair spectrum management in LTE-U. | Aunas Manzoor, Nguyen Hoang Tran, Choong Seon Hong |
| 2017 | APNOMS | Collaborative cache allocation and computation offloading in mobile edge computing. | Anselme Ndikumana, Saeed Ullah, Tuan LeAnh, Nguyen Hoang Tran, Choong Seon Hong |
| 2017 | APNOMS | Multi-stage stackelberg game approach for colocation datacenter demand response. | Minh N. H. Nguyen, DoHyeon Kim, Nguyen Hoang Tran, Choong Seon Hong |
| 2017 | GLOBECOM | Contract-Based Cache Partitioning and Pricing Mechanism in Wireless Network Slicing. | Tra Huong Thi Le, Nguyen Hoang Tran, Phuong Luu Vo, Zhu Han, Mehdi Bennis, Choong Seon Hong |
| 2017 | GLOBECOM | In-Network Caching for Paid Contents in Content Centric Networking. | Anselme Ndikumana, Kyi Thar, Tai Manh Ho, Nguyen Hoang Tran, Phuong Luu Vo, Dusit Niyato, Choong Seon Hong |
| 2016 | APNOMS | QoS aware collaborative communications with incentives in the downlink of cellular network: A matching approach. | Anupam Kumar Bairagi, Nguyen Hoang Tran, Namho Kim, Choong Seon Hong |
| 2016 | APNOMS | A Double-Auction mechanism for wireless charging networks. | Nguyen Dang Tri, S. M. Ahsan Kazmi, Tai Manh Ho, Nguyen Hoang Tran, Choong Seon Hong |
| 2016 | APNOMS | Distributed resource allocation for interference management and QoS guarantee in underlay cognitive femtocell networks. | Tai Manh Ho, Nguyen Hoang Tran, S. M. Ahsan Kazmi, Do Hyun Kim, Choong Seon Hong |
| 2016 | APNOMS | Decentralized spectrum allocation in D2D underlying cellular networks. | S. M. Ahsan Kazmi, Nguyen Hoang Tran, Tai Manh Ho, Dong-Kyu Lee, Choong Seon Hong |
| 2016 | APNOMS | User matching game in virtualized 5G cellular networks. | Tra Huong Thi Le, Nguyen Hoang Tran, Tuan LeAnh, Choong Seon Hong |
| 2016 | APNOMS | Resources management in virtualized Information Centric Wireless Network. | Kyi Thar, Nguyen Hoang Tran, Jae Hyeok Son, Choong Seon Hong |
| 2016 | INFOCOM | Incentive-aligned mechanism for emergency demand response in multi-tenant mixed-use buildings. | Nguyen Hoang Tran, Chuan Pham, Minh N. H. Nguyen, Shaolei Ren, Choong Seon Hong |
| 2016 | NOMS | Matching-based distributed resource allocation in cognitive femtocell networks. | Tuan LeAnh, Nguyen Hoang Tran, Walid Saad, Seungil Moon, Choong Seon Hong |
| 2016 | NOMS | Traffic offloading via Markov approximation in heterogeneous cellular networks. | Thant Zin Oo, Nguyen Hoang Tran, Walid Saad, Jae Hyeok Son, Choong Seon Hong |
| 2016 | NOMS | Hosting virtual machines on a cloud datacenter: A matching theoretic approach. | Chuan Pham, Nguyen Hoang Tran, Minh N. H. Nguyen, Shaolei Ren, Walid Saad, Choong Seon Hong |
| 2015 | APNOMS | A Fog based system model for cooperative IoT node pairing using matching theory. | Sarder Fakhrul Abedin, Md. Golam Rabiul Alam, Nguyen Hoang Tran, Choong Seon Hong |
| 2015 | APNOMS | Data offloading in heterogeneous cellular networks: Stackelberg game based approach. | Tai Manh Ho, Nguyen Hoang Tran, Cuong T. Do, S. M. Ahsan Kazmi, Tuan LeAnh, Choong Seon Hong |
| 2015 | APNOMS | Resource management in dense heterogeneous networks. | S. M. Ahsan Kazmi, Nguyen Hoang Tran, Tai Manh Ho, Thant Zin Oo, Tuan LeAnh, Seung Il Moon, Choong Seon Hong |
| 2015 | APNOMS | A shared parking model in vehicular network using fog and cloud environment. | Oanh Tran Thi Kim, Nguyen Dang Tri, Van Dung Nguyen, Nguyen Hoang Tran, Choong Seon Hong |
| 2015 | APNOMS | Load-sharing based on relay-aided cooperative modeling in uplink two-tier cellular networks. | Tuan LeAnh, Nguyen Hoang Tran, S. M. Ahsan Kazmi, Thant Zin Oo, Kyi Thar, Tai Manh Ho, Choong Seon Hong |
| 2015 | APNOMS | Traffic offloading under outage QoS constraint in heterogeneous cellular networks. | Thant Zin Oo, Nguyen Hoang Tran, Tuan LeAnh, S. M. Ahsan Kazmi, Tai Manh Ho, Choong Seon Hong |
| 2015 | APNOMS | HiLiCLoud: High performance and lightweight mobile cloud infrastructure for monitor and benchmark services. | Dai Hoang Tran, Chuan Pham, Cuong T. Do, T. N. Dung, Nguyen Hoang Tran, Eui-Nam Huh, Choong Seon Hong |
| 2015 | IM | Toward service selection game in a heterogeneous market cloud computing. | Cuong T. Do, Nguyen Hoang Tran, Dai Hoang Tran, Chuan Pham, Md. Golam Rabiul Alam, Choong Seon Hong |
| 2015 | IM | Network economics approach to data offloading and resource partitioning in two-tier LTE HetNets. | Tai Manh Ho, Nguyen Hoang Tran, Long Bao Le, S. M. Ahsan Kazmi, Seung Il Moon, Choong Seon Hong |
| 2014 | APNOMS | Optimal resource allocation for multimedia application in single and multiple cloud computing service providers. | Cuong T. Do, Duy T. Do, Nguyen Hoang Tran, Dai Hoang Tran, Kyi Thar, Choong Seon Hong |
| 2014 | GLOBECOM | Load balancing and pricing for spectrum access control in cognitive radio networks. | Nguyen Hoang Tran, Dai Hoang Tran, Long Bao Le, Zhu Han, Choong Seon Hong |
| 2013 | GLOBECOM | Pricing mechanisms and equilibrium behaviors of noncooperative users in cognitive radio networks. | Nguyen Hoang Tran, Cuong T. Do, Seung Il Moon, Choong Seon Hong |
| 2012 | VTC | Optimal Queueing Control in Hybrid Overlay/Underlay Spectrum Access in Cognitive Radio Networks. | Cuong T. Do, Nguyen Hoang Tran, Choong Seon Hong |
| 2012 | WCNC | Joint congestion control and power allocation with outage constraint in wireless multihop networks. | Nguyen Hoang Tran, Choong Seon Hong |
| 2011 | GLOBECOM | Joint Rate and Power Control for Elastic and Inelastic Traffic in Multihop Wireless Networks. | Phuong Luu Vo, Nguyen Hoang Tran, Choong Seon Hong |
| 2010 | GLOBECOM | Joint Rate Control and Spectrum Allocation under Packet Collision Constraint in Cognitive Radio Networks. | Nguyen Hoang Tran, Choong Seon Hong |
| 2007 | APNOMS | Scheduling Management in Wireless Mesh Networks. | Nguyen Hoang Tran, Choong Seon Hong |
| 2007 | ISPA | Channel Assignment and Spatial Reuse Scheduling to Improve Throughput and Enhance Fairness in Wireless Mesh Networks. | Nguyen Hoang Tran, Choong Seon Hong |