| 2025 | AAAI | Non-stochastic Budgeted Online Pricing with Semi-Bandit Feedback. | Xiang Liu, Hau Chan, Minming Li, Weiwei Wu, Long Tran-Thanh |
| 2025 | ECAI | Learning in Repeated Multi-Objective Stackelberg Games with Payoff Manipulation. | Phurinut Srisawad, Juergen Branke, Long Tran-Thanh |
| 2025 | HRI | HRI-SENSE: A Multimodal Dataset on Social and Emotional Responses to Robot Behaviour. | Balint Gucsi, Nguyen Tan Viet Tuyen, Bing Chu, Danesh S. Tarapore, Long Tran-Thanh |
| 2025 | ICLR | DPaI: Differentiable Pruning at Initialization with Node-Path Balance Principle. | Lichuan Xiang, Quan Nguyen-Tri, Lan-Cuong Nguyen, Hoang Pham, Khoat Than, Long Tran-Thanh, Hongkai Wen |
| 2025 | ICML | Provably Improving Generalization of Few-shot models with Synthetic Data. | Lan-Cuong Nguyen, Quan Nguyen-Tri, Bang Tran Khanh, Dung D. Le, Long Tran-Thanh, Khoat Than |
| 2025 | ICRA | User-Aware Collaborative Learning in Human-Robot Interactions. | Balint Gucsi, Nguyen Tan Viet Tuyen, Bing Chu, Danesh S. Tarapore, Long Tran-Thanh |
| 2025 | RO-MAN | RoboButler: Frustration-Aware Assistive User Localisation for Social Robots in Office Environments. | Balint Gucsi, Nguyen Tan Viet Tuyen, Bing Chu, Danesh S. Tarapore, Long Tran-Thanh |
| 2024 | EACL | HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations. | Minh Nguyen, Nghi Bui, Truong Son Hy, Long Tran-Thanh, Tien Nguyen |
| 2024 | ECAI | Identifying the Best Arm in the Presence of Global Environment Shifts. | Phurinut Srisawad, Juergen Branke, Long Tran-Thanh |
| 2024 | LPNMR | A Simulation for Supply Chains Contract Execution. | Long Tran-Thanh, Tran Cao Son, Dylan Flynn, Marcello Balduccini |
| 2022 | AAAI | Sequential Blocked Matching. | Nicholas Bishop, Hau Chan, Debmalya Mandal, Long Tran-Thanh |
| 2022 | AAAI | Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification. | Anshuka Rangi, Long Tran-Thanh, Haifeng Xu, Massimo Franceschetti |
| 2022 | CVPR | Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation. | Minh-Hieu Phan, The-Anh Ta, Son Lam Phung, Long Tran-Thanh, Abdesselam Bouzerdoum |
| 2022 | ICML | Temporal Multiresolution Graph Neural Networks For Epidemic Prediction. | Truong Son Hy, Viet Bach Nguyen, Long Tran-Thanh, Risi Kondor |
| 2022 | IJCAI | Understanding the Limits of Poisoning Attacks in Episodic Reinforcement Learning. | Anshuka Rangi, Haifeng Xu, Long Tran-Thanh, Massimo Franceschetti |
| 2022 | IJCAI | Sequential Vaccine Allocation with Delayed Feedback. | Yichen Xiao, Han-Ching Ou, Haipeng Chen, Van Thieu Nguyen, Long Tran-Thanh |
| 2022 | WWW | Socialbots on Fire: Modeling Adversarial Behaviors of Socialbots via Multi-Agent Hierarchical Reinforcement Learning. | Thai Le, Long Tran-Thanh, Dongwon Lee |
| 2021 | ALT | Last Round Convergence and No-Dynamic Regret in Asymmetric Repeated Games. | Le Cong Dinh, Tri-Dung Nguyen, Alain B. Zemkoho, Long Tran-Thanh |
| 2020 | AAAI | Bounding Regret in Empirical Games. | Steven Jecmen, Arunesh Sinha, Zun Li, Long Tran-Thanh |
| 2020 | AAAI | Defending with Shared Resources on a Network. | Minming Li, Long Tran-Thanh, Xiaowei Wu |
| 2020 | AAAI | Path Planning Problems with Side Observations - When Colonels Play Hide-and-Seek. | Dong Quan Vu, Patrick Loiseau, Alonso Silva, Long Tran-Thanh |
| 2020 | CLEI | Comparison of classical and machine-learning methods on spatio-temporal modeling of daily Ozone concentrations. | Ronald Gualn, Vctor Saquicela, Long Tran-Thanh |
| 2020 | DATE | Optimising Resource Management for Embedded Machine Learning. | Lei Xun, Long Tran-Thanh, Bashir M. Al-Hashimi, Geoff V. Merrett |
| 2020 | IJCAI | Fighting Wildfires under Uncertainty - A Sequential Resource Allocation Approach. | Hau Chan, Long Tran-Thanh, Vignesh Viswanathan |
| 2020 | IJCAI | Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs. | Saaduddin Mahmud, Md. Mosaddek Khan, Moumita Choudhury, Long Tran-Thanh, Nicholas R. Jennings |
| 2020 | IROS | To Ask or Not to Ask: A User Annoyance Aware Preference Elicitation Framework for Social Robots. | Balint Gucsi, Danesh S. Tarapore, William Yeoh, Christopher Amato, Long Tran-Thanh |
| 2019 | AAAI | On the Inducibility of Stackelberg Equilibrium for Security Games. | Qingyu Guo, Jiarui Gan, Fei Fang, Long Tran-Thanh, Milind Tambe, Bo An |
| 2019 | AAAI | Optimal Interdiction of Urban Criminals with the Aid of Real-Time Information. | Youzhi Zhang, Qingyu Guo, Bo An, Long Tran-Thanh, Nicholas R. Jennings |
| 2019 | EC | Imitative Follower Deception in Stackelberg Games. | Jiarui Gan, Haifeng Xu, Qingyu Guo, Long Tran-Thanh, Zinovi Rabinovich, Michael J. Wooldridge |
| 2019 | IJCAI | Identifying vulnerabilities in trust and reputation systems. | Taha D. Gnes, Long Tran-Thanh, Timothy J. Norman |
| 2019 | IJCAI | Unifying the Stochastic and the Adversarial Bandits with Knapsack. | Anshuka Rangi, Massimo Franceschetti, Long Tran-Thanh |
| 2019 | PRICAI | Social Cost Guarantees in Smart Route Guidance. | Paolo Serafino, Carmine Ventre, Long Tran-Thanh, Jie Zhang, Bo An, Nick R. Jennings |
| 2019 | PRICAI | What Prize Is Right? How to Learn the Optimal Structure for Crowdsourcing Contests. | Nhat Van-Quoc Truong, Sebastian Stein, Long Tran-Thanh, Nicholas R. Jennings |
| 2019 | PRIMA | Selfish Mining in Proof-of-Work Blockchain with Multiple Miners: An Empirical Evaluation. | Tin Leelavimolsilp, Viet Hung Nguyen, Sebastian Stein, Long Tran-Thanh |
| 2018 | AIES | Utilizing Housing Resources for Homeless Youth Through the Lens of Multiple Multi-Dimensional Knapsacks. | Hau Chan, Long Tran-Thanh, Bryan Wilder, Eric Rice, Phebe Vayanos, Milind Tambe |
| 2018 | IJCAI | Fostering Cooperation in Structured Populations Through Local and Global Interference Strategies. | The Anh Han, Simon Lynch, Long Tran-Thanh, Francisco C. Santos |
| 2018 | IJCAI | On the Efficiency of Data Collection for Crowdsourced Classification. | Edoardo Manino, Long Tran-Thanh, Nicholas R. Jennings |
| 2018 | IJCAI | Designing the Game to Play: Optimizing Payoff Structure in Security Games. | Zheyuan Ryan Shi, Ziye Tang, Long Tran-Thanh, Rohit Singh, Fei Fang |
| 2017 | AAAI | The Dollar Auction with Spiteful Players. | Marcin Waniek, Long Tran-Thanh, Tomasz P. Michalak, Nicholas R. Jennings |
| 2017 | IJCAI | Playing Repeated Network Interdiction Games with Semi-Bandit Feedback. | Qingyu Guo, Bo An, Long Tran-Thanh |
| 2017 | IJCAI | Optimal Escape Interdiction on Transportation Networks. | Youzhi Zhang, Bo An, Long Tran-Thanh, Zhen Wang, Jiarui Gan, Nicholas R. Jennings |
| 2016 | IJCAI | Interactive Scheduling of Appliance Usage in the Home. | Ngoc Cuong Truong, Tim Baarslag, Sarvapali D. Ramchurn, Long Tran-Thanh |
| 2015 | AAAI | Crowdsourcing Complex Workflows under Budget Constraints. | Long Tran-Thanh, Trung Dong Huynh, Avi Rosenfeld, Sarvapali D. Ramchurn, Nicholas R. Jennings |
| 2015 | IJCAI | Efficient Algorithms with Performance Guarantees for the Stochastic Multiple-Choice Knapsack Problem. | Long Tran-Thanh, Yingce Xia, Tao Qin, Nicholas R. Jennings |
| 2014 | HCOMP | Referral Incentives in Crowdfunding. | Victor Naroditskiy, Sebastian Stein, Mirco Tonin, Long Tran-Thanh, Michael Vlassopoulos, Nicholas R. Jennings |
| 2014 | UAI | Efficient Regret Bounds for Online Bid Optimisation in Budget-Limited Sponsored Search Auctions. | Long Tran-Thanh, Lampros C. Stavrogiannis, Victor Naroditskiy, Valentin Robu, Nicholas R. Jennings, Peter B. Key |
| 2013 | IJCAI | An Efficient Vector-Based Representation for Coalitional Games. | Long Tran-Thanh, Tri-Dung Nguyen, Talal Rahwan, Alex Rogers, Nicholas R. Jennings |
| 2013 | IJCAI | Forecasting Multi-Appliance Usage for Smart Home Energy Management. | Ngoc Cuong Truong, James McInerney, Long Tran-Thanh, Enrico Costanza, Sarvapali D. Ramchurn |
| 2012 | AAAI | Knapsack Based Optimal Policies for Budget-Limited Multi-Armed Bandits. | Long Tran-Thanh, Archie C. Chapman, Alex Rogers, Nicholas R. Jennings |
| 2012 | AAMAS | DCOPs and bandits: exploration and exploitation in decentralised coordination. | Ruben Stranders, Long Tran-Thanh, Francesco Maria Delle Fave, Alex Rogers, Nicholas R. Jennings |
| 2012 | ECAI | Efficient Crowdsourcing of Unknown Experts using Multi-Armed Bandits. | Long Tran-Thanh, Sebastian Stein, Alex Rogers, Nicholas R. Jennings |
| 2011 | SAGT | On the Existence of Pure Strategy Nash Equilibria in Integer-Splittable Weighted Congestion Games. | Long Tran-Thanh, Maria Polukarov, Archie C. Chapman, Alex Rogers, Nicholas R. Jennings |
| 2010 | AAAI | Epsilon-First Policies for Budget-Limited Multi-Armed Bandits. | Long Tran-Thanh, Archie C. Chapman, Enrique Munoz de Cote, Alex Rogers, Nicholas R. Jennings |
| 2010 | WCNC | Optimal Time Dependent Data Collection Schemes in Wireless Sensor Networks. | Long Tran-Thanh, Jnos Levendovszky |
| 2009 | WCNC | A novel reliability based routing protocol for power aware communications in wireless sensor networks. | Long Tran-Thanh, Jnos Levendovszky |