2025
- CACMTowards Environmentally Equitable AICommunications of the ACM (CACM) 2025
- SIGMETRICSLearning-Augmented Competitive Algorithms for Spatiotemporal Online Allocation with Deadline ConstraintsIn Proceedings of ACM SIGMETRICS, New York, USA Jun 2025
- SIGMETRICSAsynchronous Multi-Agent Bandits: Fully Distributed vs. Leader-Coordinated AlgorithmsIn Proceedings of ACM SIGMETRICS, New York, USA Jun 2025
- SIGMETRICS
- INFOCOMLearning Best Paths in Quantum NetworksIn Proceedings of IEEE International Conference on Computer Communications (INFOCOM), Londong, UK May 2025
- AAAIQuantum Best Arm Identification with Quantum OraclesIn Proceedings of of AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, Pennsylvania Mar 2025
- AAAIHeterogeneous Multi-Agent Bandits with Parsimonious HintsIn Proceedings of of AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, Pennsylvania Mar 2025
2024
- SIGCOMMSODA: An Adaptive Bitrate Controller for Consistent High-Quality Video StreamingIn Proceedings of the ACM SIGCOMM 2024 Conference, Sydney, Australia Aug 2024
- ICMLCombinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and BeyondIn Proceedings of the 41st International Conference on Machine Learning (ICML), Vienna, Austria Jul 2024
- ICMLRobust Learning-Augmented DictionariesIn Proceedings of the 41st International Conference on Machine Learning (ICML), Vienna, Austria Jul 2024
- ICMLChasing Convex Functions with Long-term ConstraintsIn Proceedings of the 41st International Conference on Machine Learning (ICML), Vienna, Austria Jul 2024
- ICMLOnline Algorithms with Uncertainty-Quantified PredictionsIn Proceedings of the 41st International Conference on Machine Learning (ICML), Vienna, Austria Jul 2024
- HotCarbonData-driven Algorithm Selection for Carbon-Aware SchedulingIn The 3rd Workshop on Sustainable Computer Systems (HotCarbon), San Jose Jul 2024
- SIGMETRICSOnline Conversion with Switching Costs: Robust and Learning-Augmented AlgorithmsIn Proceedings of ACM SIGMETRICS / IFIP Performance, Venice, Italy Jun 2024
- SIGMETRICSBONES: Near-Optimal Neural-Enhanced Video StreamingIn Proceedings of ACM SIGMETRICS / IFIP Performance, Venice, Italy, also in ACM POMACS Jun 2024
- SIGMETRICSThe Online Pause and Resume Problem: Optimal Algorithms and An Application to Carbon-Aware Load ShiftingIn Proceedings of ACM SIGMETRICS / IFIP Performance, Venice, Italy, also in ACM POMACS Jun 2024
- e-EnergyLACS: Learning-Augmented Algorithms for Carbon-Aware Resource Scaling with Uncertain DemandIn ACM e-Energy, Singapore Jun 2024
- e-EnergyOnline Search with Predictions: Pareto-optimal Algorithm and its Applications in Energy MarketsIn ACM e-Energy, Singapore Jun 2024
- e-EnergyA Holistic Approach for Equity-aware Carbon Reduction of the Ridesharing PlatformsIn ACM e-Energy, Singapore Jun 2024
- ICLRTime Fairness in Online Knapsack ProblemsIn International Conference on Learning Representations, Vienna, Austria May 2024
- MMSysBOLA360: Near-optimal View and Bitrate Adaptation for 360-degree Video StreamingIn Proceedings of 15th ACM Multimedia Systems Conference, Bari, Italy. Apr 2024
- under reviewCooperative Multi-agent Bandits: Distributed Algorithms with Optimal Individual Regret and Constant Communication Costs2024
- under review
2023
- NeurIPSAdversarial Attacks on Online Learning to Rank with Click FeedbackIn Proceedings of Advances in Neural Information Processing Systems (NeurIPS), New Orleans, LA Dec 2023
- NeurIPSNo-regret Algorithms for Fair Resource AllocationIn Proceedings of Advances in Neural Information Processing Systems (NeurIPS), New Orleans, LA Dec 2023
- UAIExploration for Free: How Does Reward Heterogeneity Improve Regret in Cooperative Multi-agent Bandits?In Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI), Pittsburgh, PA Aug 2023
- ICMLContextual Combinatorial Bandits with Probabilistically Triggered ArmsIn Proceedings of the 40th International Conference on Machine Learning (ICML), Honolulu, Hawaii Jul 2023
- ICMLApplied Online Algorithms with Heterogeneous PredictorsIn Proceedings of the 40th International Conference on Machine Learning (ICML), Honolulu, Hawaii Jul 2023
- HotCarbonThe War of the Efficiencies: Understanding the Tension between Carbon and Energy OptimizationIn The 2nd Workshop on Sustainable Computer Systems (HotCarbon) Jul 2023
- SIGMETRICSThe Online Knapsack Problem with DeparturesIn Proceedings of ACM SIGMETRICS, Orlando, Florida, also in ACM POMACS Jun 2023
- e-EnergyEquitable Network-Aware Decarbonization of Residential Heating at City ScaleIn Proceedings of the 14th ACM International Conference on Future Energy Systems (e-Energy), Orlando, Florida Jun 2023
- e-EnergyNear-optimal Online Algorithms for Joint Pricing and Scheduling in EV Charging Networks (best paper candidate)In Proceedings of the 14th ACM International Conference on Future Energy Systems (e-Energy), Orlando, Florida Jun 2023
- e-EnergyData-driven Algorithms for Reducing the Carbon Footprint of Ride-sharing Ecosystems (poster paper)In Proceedings of the 14th ACM International Conference on Future Energy Systems (e-Energy), Orlando, Florida Jun 2023
- ICLRAchieving Near-Optimal Individual Regret & Low Communications in Multi-Agent BanditsIn Proceedings of the 11th International Conference on Learning Representations (ICLR), Kigali, Rwanda May 2023
- AISTATSOn-Demand Communication for Asynchronous Multi-Agent BanditsIn Proceedings of 6th International Conference on Artificial Intelligence and Statistics (AISTATS), Valencia, Spain Apr 2023
2022
- SIGMETRICSCompetitive Algorithms for Online Multidimensional Knapsack ProblemsIn Proceedings of ACM SIGMETRICS, Bombay, India, also in ACM POMACS Jun 2022
- SIGMETRICSHierarchical Learning Algorithms for Multi-scale Expert ProblemsIn Proceedings of ACM SIGMETRICS, Bombay, India, also in ACM POMACS Jun 2022
- ToSCOnline EV Scheduling Algorithms for Adaptive Charging Networks with Global Peak ConstraintsIEEE Transactions on Sustainable Computing 2022
- INFOCOMDistributed Bandits with Heterogeneous AgentsIn Proceedings of IEEE International Conference on Computer Communications (INFOCOM), Virtual May 2022
2021
- NeurIPSPareto-Optimal Learning-Augmented Algorithms for Online Conversion ProblemsIn Proceedings of Advances in Neural Information Processing Systems (NeurIPS), Virtual Dec 2021
- Cooperative Stochastic Bandits with Asynchronous Agents and Constrained FeedbackIn Proceedings of Advances in Neural Information Processing Systems (NeurIPS), Virtual Dec 2021
- MultimediaFOCAS: Practical Video Super Resolution using Foveated RenderingIn Proceedings of he 29th ACM International Conference on Multimedia (ACM Multimedia), Virtual Sep 2021
- IFIP Perf.Competitive Bidding Strategies for Online Linear Optimization with Inventory Management ConstraintsIn Proceedings of IFIP Performance, Virtual, also in Elsevier Performance Evaluation Sep 2021
- IMWUTRide Substitution Using Electric Bike Sharing: Feasibility, Cost and Carbon AnalysisProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) (also in ACM UbiComp/IMWUT) Sep 2021
- SIGMETRICSCompetitive Algorithms for the Online Multiple Knapsack Problem with Application to Electric Vehicle ChargingIn Proceedings of ACM SIGMETRICS, Virtual, also in ACM POMACS Jun 2021
- e-EnergyOnline Peak-Aware Energy Scheduling with Untrusted Advice (best paper award runner-up)In Proceedings of the 12th ACM International Conference on Future Energy Systems (e-Energy), Virtual also in ACM SIGENERGY Energy Informatics Review Jun 2021
- SoCCEnabling Sustainable Clouds: The Case for Virtualizing the Energy SystemIn Proceedings of ACM Symposium on Cloud Computing (ACM SoCC), Virtual Nov 2021
- CISSLeveraging Different Types of Predictors for Online Optimization (Invited Paper)In Proceedings of 56th Annual Conference on Information Sciences and Systems (CISS), Baltimore, Maryland Mar 2021
- AAAIData-driven Competitive Algorithms for Online Knapsack and Set CoverIn Proceedings of of AAAI Conference on Artificial Intelligence (AAAI) Feb 2021
2020
- NeurIPSAdversarial Bandits with Corruptions: Regret Lower Bound and No-regret AlgorithmIn Proceedings of Advances in Neural Information Processing Systems (NeurIPS), Virtual Dec 2020
- SIGMETRICSOnline Linear Optimization with Inventory Management ConstraintsIn Proceedings of ACM SIGMETRICS / IFIP Performance, Boston, MA, also in ACM POMACS Jun 2020
- e-EnergyEmission-aware Energy Storage Scheduling for a Greener Grid (Best paper runner-up)In Proceedings of the Eleventh ACM International Conference on Future Energy Systems (e-Energy), Melbourne, Australia Jun 2020
- IC2EHedge Your Bets: Optimizing Long-term Cloud Costs by Mixing VM Purchasing OptionsIn Proceedings of the IEEE International Conference on Cloud Engineering (IC2E), Sydney, Australia Jun 2020
2019
- ToITSOnline EV Charging Scheduling With On-Arrival CommitmentIEEE Transactions on Intelligent Transportation Systems 2019
- e-EnergyLearning from Optimal: Energy Procurement Strategies for Data Centers (notes paper)In Proceedings of the 14th ACM International Conference on Future Energy Systems (e-Energy), Phoenix, Arizona Jun 2019
- CDCRisk-Averse Explore-Then-Commit Algorithms for Finite-Time BanditsIn Proceedings of IEEE CDC Dec 2019
- ACCCoordinating Distribution System Resources for Co-optimized Participation in Energy and Ancillary Service Transmission System MarketsIn Proceedings of the IEEE American Control Conference (ACC) May 2019
- CISSOnline Linear Programming with Uncertain Constraints (Invited Paper)In Proceedings of 54th Annual Conference on Information Sciences and Systems (CISS), Baltimore, Maryland Mar 2019
2018
- SIGMETRICSAn Optimal Algorithm for Online Non-Convex LearningIn Proceedings of ACM SIGMETRICS, Irvine, CA, also in ACM POMACS Jun 2018
- SIGMETRICSAn Optimal Randomized Online Algorithm for QoS Buffer ManagementIn Proceedings of ACM SIGMETRICS, Irvine, CA, also in ACM POMACS Jun 2018
- IWQoSCompetitive Online Scheduling Algorithms with Applications in Deadline-Constrained EV ChargingIn IEEE/ACM IWQoS May 2018
- ToSGImpact of the Uncertainty of Distributed Renewable Generation on Deregulated Electricity Supply ChainIEEE Transactions on Smart Grid 2018
- ToSG
- ToCNSMultiperiod Network Rate Allocation With End-to-End Delay ConstraintsIEEE Transactions on Control of Networked Systems 2018
2017
- CDCUnderstanding the inefficiency of security-constrained economic dispatchIn Proceedings of IEEE CDC Dec 2017
- e-EnergyCrowd-Sourced Storage-Assisted Demand Response in MicrogridsIn Proceedings of the ACM International Conference on Future Energy Systems (e-Energy), Hong Kong Jun 2017
- JSACIncentivizing Device-to-Device Load Balancing for Cellular Networks: An Online Auction DesignIEEE Journal on Selected Areas in Communications 2017
- ToMMCost-Effective Low-Delay Design for Multiparty Cloud Video ConferencingIEEE Transactions on Multimedia 2017
- SIGMETRICSGB-PANDAS: : Throughput and heavy-traffic optimality analysis for affinity schedulingSIGMETRICS Perform. Evaluation Rev. 2017
- SIGMETRICSHour-Ahead Offering Strategies in Electricity Market for Power Producers with Storage and Intermittent Supply (poster paper)In Proceedings of ACM SIGMETRICS Jun 2017
2016
- e-EnergyEnergy-efficient timely transportation of long-haul heavy-duty trucks (best paper award runner-up)In Proceedings of the ACM International Conference on Future Energy Systems (e-Energy), Waterloo, Canada, also IEEE Transactions on Intelligent Transportation Systems Jun 2016
- e-EnergyOnline microgrid energy generation scheduling revisited: the benefits of randomization and interval prediction (best paper award runner-up)In Proceedings of the ACM International Conference on Future Energy Systems (e-Energy), Waterloo, Canada 2016
2015
- CDCUtility-optimal dynamic rate allocation under average end-to-end delay requirementsIn Proceedings of IEEE CDC, Osaka, Japan 2015
- e-EnergyPeak-Aware Online Economic Dispatching for Microgrids (best paper award runner-up)In Proceedings of the ACM International Conference on Future Energy Systems (e-Energy) Jun 2015
- INFOCOMOn the construction of maximum-quality aggregation trees in deadline-constrained WSNsIn Proceedings of IEEE International Conference on Computer Communications (INFOCOM), Hong Kong May 2015
- ICDCSCost-Effective Low-Delay Cloud Video ConferencingIn Proceedings of IEEE International Conference on Distributed Computing Systems (ICDCS), Columbus, Ohio 2015