Long Tran-Thanh

CoRR, 2024

Learning the Expected Core of Strictly Convex Stochastic Cooperative Games.

[BibT_eX]

[DOI]

CoRR, 2024

HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023

Online Markov decision processes with non-oblivious strategic adversary.

[BibT_eX]

[DOI]

Auton. Agents Multi Agent Syst., June, 2023

Efficient and adaptive incentive selection for crowdsourcing contests.

[BibT_eX]

[DOI]

Appl. Intell., April, 2023

Revisiting LARS for Large Batch Training Generalization of Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Examining the Effects of Degree Distribution and Homophily in Graph Learning Models.

[BibT_eX]

[DOI]

CoRR, 2023

Predicting COVID-19 pandemic by spatio-temporal graph neural networks: A New Zealand's study.

[BibT_eX]

[DOI]

CoRR, 2023

Achieving Better Regret against Strategic Adversaries.

[BibT_eX]

[DOI]

CoRR, 2023

Invariant Lipschitz Bandits: A Side Observation Approach.

[BibT_eX]

[DOI]

Nam Phuong Tran

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Towards Data-Agnostic Pruning At Initialization: What Makes a Good Sparse Mask?

[BibT_eX]

[DOI]

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

2022

Invariant Lipschitz Bandits: A Side Observation Approach.

[BibT_eX]

[DOI]

Nam Phuong Tran

The-Anh Ta

CoRR, 2022

Multi-Player Bandits Robust to Adversarial Collisions.

[BibT_eX]

[DOI]

CoRR, 2022

Label driven Knowledge Distillation for Federated Learning with non-IID Data.

[BibT_eX]

[DOI]

CoRR, 2022

Socialbots on Fire: Modeling Adversarial Behaviors of Socialbots via Multi-Agent Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

Thai Le

Dongwon Lee

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Expected Improvement for Contextual Bandits.

[BibT_eX]

[DOI]

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

Sequential Vaccine Allocation with Delayed Feedback.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Understanding the Limits of Poisoning Attacks in Episodic Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Temporal Multiresolution Graph Neural Networks For Epidemic Prediction.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Healthcare AI and COVID-19, 2022

Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation.

[BibT_eX]

[DOI]

Abdesselam Bouzerdoum

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification.

[BibT_eX]

[DOI]

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

Sequential Blocked Matching.

[BibT_eX]

[DOI]

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

2021

Playing Repeated Coopetitive Polymatrix Games with Small Manipulation Cost.

[BibT_eX]

[DOI]

CoRR, 2021

Adversarial Socialbot Learning via Multi-Agent Deep Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

Thai Le

Dongwon Lee

CoRR, 2021

Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms.

[BibT_eX]

[DOI]

CoRR, 2021

Secure-UCB: Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification.

[BibT_eX]

[DOI]

CoRR, 2021

Sequential Choice Bandits with Feedback for Personalizing users' experience.

[BibT_eX]

[DOI]

CoRR, 2021

Speeding up distributed pseudo-tree optimization procedures with cross edge consistency to solve DCOPs.

[BibT_eX]

[DOI]

Appl. Intell., 2021

Partner selection in self-organised wireless sensor networks for opportunistic energy negotiation: A multi-armed bandit based approach.

[BibT_eX]

[DOI]

Andre P. Ortega

Geoff V. Merrett

Ad Hoc Networks, 2021

How to Guide a Non-Cooperative Learner to Cooperate: Exploiting No-Regret Algorithms in System Design.

[BibT_eX]

[DOI]

Nicholas Bishop

Le Cong Dinh

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

Last Round Convergence and No-Dynamic Regret in Asymmetric Repeated Games.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Learning Theory, 2021

2020

Zealotry and Influence Maximization in the Voter Model: When to Target Zealots?

[BibT_eX]

[DOI]

Guillermo Romero Moreno

Markus Brede

CoRR, 2020

Exploiting No-Regret Algorithms in System Design.

[BibT_eX]

[DOI]

Le Cong Dinh

Nick Bishop

CoRR, 2020

Fuzzy c-Means Clustering for Persistence Diagrams.

[BibT_eX]

[DOI]

CoRR, 2020

Last Round Convergence and No-Instant Regret in Repeated Games with Asymmetric Information.

[BibT_eX]

[DOI]

CoRR, 2020

Optimal Learning from Verified Training Data.

[BibT_eX]

[DOI]

Nick Bishop

Enrico H. Gerding

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Adversarial Blocking Bandits.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

To Ask or Not to Ask: A User Annoyance Aware Preference Elicitation Framework for Social Robots.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Fighting Wildfires under Uncertainty - A Sequential Resource Allocation Approach.

[BibT_eX]

[DOI]

Hau Chan

Vignesh Viswanathan

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Optimising Resource Management for Embedded Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

Comparison of classical and machine-learning methods on spatio-temporal modeling of daily Ozone concentrations.

[BibT_eX]

[DOI]

Ronald Gualán

Víctor Saquicela

Proceedings of the XLVI Latin American Computing Conference, 2020

Continuous Influence Maximisation for the Voter Dynamics: Is Targeting High-Degree Nodes a Good Strategy?

[BibT_eX]

[DOI]

Guillermo Romero Moreno

Markus Brede

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

AED: An Anytime Evolutionary DCOP Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Path Planning Problems with Side Observations - When Colonels Play Hide-and-Seek.

[BibT_eX]

[DOI]

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

Defending with Shared Resources on a Network.

[BibT_eX]

[DOI]

Minming Li

Xiaowei Wu

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

Bounding Regret in Empirical Games.

[BibT_eX]

[DOI]

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

2019

Colonel Blotto Games and Hide-and-Seek Games as Path Planning Problems with Side Observations.

[BibT_eX]

[DOI]

CoRR, 2019

An Empirical Evaluation of Selfish Mining and Strategic Mining in Proof-of-Work Blockchain with Multiple Miners.

[BibT_eX]

[DOI]

CoRR, 2019

On the efficiency of data collection for multiple Naïve Bayes classifiers.

[BibT_eX]

[DOI]

Artif. Intell., 2019

Selfish Mining in Proof-of-Work Blockchain with Multiple Miners: An Empirical Evaluation.

[BibT_eX]

[DOI]

Proceedings of the PRIMA 2019: Principles and Practice of Multi-Agent Systems, 2019

What Prize Is Right? How to Learn the Optimal Structure for Crowdsourcing Contests.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Social Cost Guarantees in Smart Route Guidance.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Streaming Bayesian Inference for Crowdsourced Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Manipulating a Learning Defender and Ways to Counteract.

[BibT_eX]

[DOI]

Michael J. Wooldridge

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Promoting Cooperation through External Interference.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Artificial Life, 2019

Unifying the Stochastic and the Adversarial Bandits with Knapsack.

[BibT_eX]

[DOI]

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

Identifying vulnerabilities in trust and reputation systems.

[BibT_eX]

[DOI]

Taha D. Günes

Timothy J. Norman

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

Imitative Follower Deception in Stackelberg Games.

[BibT_eX]

[DOI]

Michael J. Wooldridge

Proceedings of the 2019 ACM Conference on Economics and Computation, 2019

Shielding and Shadowing: A Tale of Two Strategies for Opinion Control in the Voting Dynamics.

[BibT_eX]

[DOI]

Guillermo Romero Moreno

Markus Brede

Proceedings of the Complex Networks and Their Applications VIII, 2019

Don't Put All Your Strategies in One Basket: Playing Green Security Games with Imperfect Prior Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Optimal Interdiction of Urban Criminals with the Aid of Real-Time Information.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

On the Inducibility of Stackelberg Equilibrium for Security Games.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

On the Preliminary Investigation of Selfish Mining Strategy with Multiple Selfish Miners.

[BibT_eX]

[DOI]

Tin Leelavimolsilp

Sebastian Stein

CoRR, 2018

Speeding Up GDL-Based Message Passing Algorithms for Large-Scale DCOPs.

[BibT_eX]

[DOI]

Md. Mosaddek Khan

Comput. J., 2018

Designing the Game to Play: Optimizing Payoff Structure in Security Games.

[BibT_eX]

[DOI]

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

On the Efficiency of Data Collection for Crowdsourced Classification.

[BibT_eX]

[DOI]

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

Fostering Cooperation in Structured Populations Through Local and Global Interference Strategies.

[BibT_eX]

[DOI]

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

Adaptive Incentive Selection for Crowdsourcing Contests.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Deceiving Cyber Adversaries: A Game Theoretic Approach.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Preference Elicitation with Interdependency and User Bother Cost.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

A Near-Optimal Node-to-Agent Mapping Heuristic for GDL-Based DCOP Algorithms in Multi-Agent Systems.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

A Generic Domain Pruning Technique for GDL-Based DCOP Algorithms in Cooperative Multi-Agent Systems.

[BibT_eX]

[DOI]

Md. Mosaddek Khan

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Inducible Equilibrium for Security Games.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Strategic Attacks on Trust Models via Bandit Optimization.

[BibT_eX]

[DOI]

Taha D. Gunes

Timothy J. Norman

Proceedings of the 20th International Trust Workshop co-located with AAMAS/IJCAI/ECAI/ICML 2018, 2018

Utilizing Housing Resources for Homeless Youth Through the Lens of Multiple Multi-Dimensional Knapsacks.

[BibT_eX]

[DOI]

Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 2018

2017

Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence.

[BibT_eX]

[DOI]

AI Mag., 2017

Optimal Escape Interdiction on Transportation Networks.

[BibT_eX]

[DOI]

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

Playing Repeated Network Interdiction Games with Semi-Bandit Feedback.

[BibT_eX]

[DOI]

Qingyu Guo

Bo An

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

Budget Limited Trust-Aware Decision Making.

[BibT_eX]

[DOI]

Taha D. Günes

Timothy J. Norman

Proceedings of the Autonomous Agents and Multiagent Systems, 2017

The Dollar Auction with Spiteful Players.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Incentive Engineering Framework for Crowdsourcing Systems.

[BibT_eX]

[DOI]

CoRR, 2016

Efficiency of active learning for the allocation of workers on crowdsourced classification tasks.

[BibT_eX]

[DOI]

CoRR, 2016

Interactive Scheduling of Appliance Usage in the Home.

[BibT_eX]

[DOI]

Ngoc Cuong Truong

Tim Baarslag

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

Playing Repeated Security Games with No Prior Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Repeated Dollar Auctions: A Multi-Armed Bandit Approach.

[BibT_eX]

[DOI]

Marcin Waniek

Tomasz P. Michalak

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Coalitional Security Games.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2015

Efficient Thompson Sampling for Online Matrix-Factorization Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Efficient Algorithms with Performance Guarantees for the Stochastic Multiple-Choice Knapsack Problem.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

The Cost of Interference in Evolving Multiagent Systems.

[BibT_eX]

[DOI]

The Anh Han

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Crowdsourcing Complex Workflows under Budget Constraints.

[BibT_eX]

[DOI]

Trung Dong Huynh

Avi Rosenfeld

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Functional Bandits.

[BibT_eX]

[DOI]

Jia Yuan Yu

CoRR, 2014

Efficient crowdsourcing of unknown experts using bounded multi-armed bandits.

[BibT_eX]

[DOI]

Artif. Intell., 2014

Efficient Regret Bounds for Online Bid Optimisation in Budget-Limited Sponsored Search Auctions.

[BibT_eX]

[DOI]

Lampros C. Stavrogiannis

Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

Referral Incentives in Crowdfunding.

[BibT_eX]

[DOI]

Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

BudgetFix: budget limited crowdsourcing for interdependent task allocation with quality guarantees.

[BibT_eX]

[DOI]

Trung Dong Huynh

Avi Rosenfeld

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013

Bounding the Estimation Error of Sampling-based Shapley Value Approximation With/Without Stratifying.

[BibT_eX]

[DOI]

CoRR, 2013

Forecasting Multi-Appliance Usage for Smart Home Energy Management.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

An Efficient Vector-Based Representation for Coalitional Games.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Towards appliance usage prediction for home energy management.

[BibT_eX]

[DOI]

Ngoc Cuong Truong

Enrico Costanza

Proceedings of the Fourth International Conference on Future Energy Systems, 2013

Efficient budget allocation with accuracy guarantees for crowdsourcing classification tasks.

[BibT_eX]

[DOI]

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012

Budget-limited multi-armed bandits.

[BibT_eX]

[DOI]

PhD thesis, 2012

Long-term information collection with energy harvesting wireless sensors: a multi-armed bandit based approach.

[BibT_eX]

[DOI]

Alex Rogers

Auton. Agents Multi Agent Syst., 2012

Efficient Crowdsourcing of Unknown Experts using Multi-Armed Bandits.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2012, 2012

DCOPs and bandits: exploration and exploitation in decentralised coordination.

[BibT_eX]

[DOI]

Ruben Stranders

Francesco Maria Delle Fave

Alex Rogers

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Knapsack Based Optimal Policies for Budget-Limited Multi-Armed Bandits.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

On the Existence of Pure Strategy Nash Equilibria in Integer-Splittable Weighted Congestion Games.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Game Theory, 4th International Symposium, 2011

2010

Fading-aware reliable and energy efficient routing in wireless sensor networks.

[BibT_eX]

[DOI]

Comput. Commun., 2010

An Agent-Based Distributed Coordination Mechanism for Wireless Visual Sensor Nodes Using Dynamic Programming.

[BibT_eX]

[DOI]

Comput. J., 2010

Optimal Time Dependent Data Collection Schemes in Wireless Sensor Networks.

[BibT_eX]

[DOI]

János Levendovszky

Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

Delay Characteristics and Server Update Optimization of Multiplayer Gaming in Mobile Environment.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2010

Epsilon-First Policies for Budget-Limited Multi-Armed Bandits.

[BibT_eX]

[DOI]

Archie C. Chapman

Enrique Munoz de Cote

Alex Rogers

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

A novel reliability based routing protocol for power aware communications in wireless sensor networks.

[BibT_eX]

[DOI]