Mohammad Hajiesmaili - researchr alias

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Viewing Publication 1 - 53 from 53

2026

Combinatorial Logistic Online Learning and Its Applications in Nonlinear Networked SystemsXutong Liu 0002, Xiangxiang Dai, Xuchuang Wang, Carlee Joe-Wong, Mohammad Hajiesmaili, John C. S. Lui. ton, 34:3932-3946, 2026. [doi]

Green Bin PackingJackson Bibbens, Cooper Sigrist, Bo Sun 0004, Shahin Kamali, Mohammad Hajiesmaili. pomacs, 10(1), March 2026. [doi]

Quantifying the Carbon Reduction of DAG Workloads: A Job Shop Scheduling PerspectiveRoozbeh Bostandoost, Adam Lechowicz, Walid A. Hanafy, Prashant J. Shenoy, Mohammad Hajiesmaili. greensys 2026: 1-6 [doi]

Learning-Augmented 360° Video Streaming: Robust Viewport Adaptation with Simple PredictorsTianyu Chen, Mohammad Hajiesmaili, Ramesh K. Sitaraman. gacm 2026: 141-155 [doi]

Fairness in the k-Server ProblemMohammadreza Daneshvaramoli, Mohammad Hajiesmaili, Shahin Kamali, Helia Karisani, Cameron Musco. innovations 2026: [doi]

The Secretary Problem with Predictions and a Chosen OrderHelia Karisani, Mohammadreza Daneshvaramoli, Hedyeh Beyhaghi, Mohammad Hajiesmaili, Cameron Musco. innovations 2026: [doi]

2025

Online Fair Allocation of Reusable ResourcesQingsong Liu 0001, Mohammad Hajiesmaili. pomacs, 9(2):1-46, 2025. [doi]

Combinatorial Logistic BanditsXutong Liu 0002, Xiangxiang Dai, Xuchuang Wang, Mohammad Hajiesmaili, John C. S. Lui. sigmetrics 2025: 112-114 [doi]

NIVM: Real-time View Morphing via Neural Implicit FunctionTung-I Chen, Dae Yeol Lee, Guan-Ming Su, Mohammad Hajiesmaili, Ramesh K. Sitaraman. mm 2025: 8418-8427 [doi]

Near-Optimal Consistency-Robustness Trade-Offs for Learning-Augmented Online Knapsack ProblemsMohammadreza Daneshvaramoli, Helia Karisani, Adam Lechowicz, Bo Sun 0004, Cameron Musco, Mohammad Hajiesmaili. icml 2025: [doi]

Multi-agent Stochastic Bandits Robust to Adversarial CorruptionsFatemeh Ghaffari, Xuchuang Wang, Jinhang Zuo, Mohammad Hajiesmaili. l4dc 2025: 12-25 [doi]

Toward Environmentally Equitable AIMohammad Hajiesmaili, Shaolei Ren, Ramesh K. Sitaraman, Adam Wierman. CACM, 68(7):70-73, July 2025. [doi]

Carbon- and Precedence-Aware Scheduling for Data Processing ClustersAdam Lechowicz, Rohan Shenoy, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Christina Delimitrou. sigcomm 2025: 1241-1244 [doi]

Learning-Augmented Competitive Algorithms for Spatiotemporal Online Allocation with Deadline ConstraintsAdam Lechowicz, Nicolas Christianson, Bo Sun 0004, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Prashant J. Shenoy. pomacs, 9(1), March 2025. [doi]

Online Fair Allocation of Reusable ResourcesQingsong Liu, Mohammad Hajiesmaili. sigmetrics 2025: 115-117 [doi]

Heterogeneous Multi-Agent Bandits with Parsimonious HintsAmirmahdi Mirfakhar, Xuchuang Wang, Jinhang Zuo, Yair Zick, Mohammad Hajiesmaili. AAAI 2025: 19467-19474 [doi]

LEAD: Towards Learning-Based Equity-Aware Decarbonization in Ridesharing PlatformsMahsa Sahebdel, Ali Zeynali, Noman Bashir, Prashant J. Shenoy, Mohammad Hajiesmaili. fat 2025: 817-827 [doi]

Lost in Siting: The Hidden Carbon Cost of Inequitable Residential Solar InstallationsCooper Sigrist, Adam Lechowicz, Jovan Champ, Noman Bashir, Mohammad Hajiesmaili. eenergy 2025: 31-42 [doi]

Multi-objective Evolutionary Learning for Near Pareto-Optimal Optimization of Solar DeploymentCooper Sigrist, Archimedes Li, Alice Zhang, Adam Lechowicz, Noman Bashir, Pichsinee Lertsaroj, Ryan Bahlous-Boldi, Mohammad Hajiesmaili. buildsys 2025: 213-223 [doi]

Dynamic Incentive Allocation for City-Scale Deep DecarbonizationAnupama Sitaraman, Adam Lechowicz, Noman Bashir, Xutong Liu 0002, Mohammad Hajiesmaili, Prashant J. Shenoy. acmjcss, 3(3), September 2025. [doi]

vs. Leader-Coordinated AlgorithmsXuchuang Wang, Yu-Zhen Janice Chen, Xutong Liu 0002, Lin Yang 0013, Mohammad Hajiesmaili, Don Towsley, John C. S. Lui. pomacs, 9(1), March 2025. [doi]

Learning Best Paths in Quantum NetworksXuchuang Wang, Maoli Liu, Xutong Liu 0002, Zhuohua Li 0001, Mohammad Hajiesmaili, John C. S. Lui, Don Towsley. infocom 2025: 1-10 [doi]

vs. Leader-Coordinated AlgorithmsXuchuang Wang, Yu-Zhen Janice Chen, Xutong Liu 0002, Lin Yang 0013, Mohammad Hajiesmaili, Don Towsley, John C. S. Lui. sigmetrics 2025: 109-111 [doi]

Quantum Best Arm Identification with Quantum OraclesXuchuang Wang, Yu-Zhen Janice Chen, Matheus Guedes de Andrade, Jonathan Allcock, Mohammad Hajiesmaili, John C. S. Lui, Don Towsley. AAAI 2025: 21321-21329 [doi]

Fusing Reward and Dueling Feedback in Stochastic BanditsXuchuang Wang, Qirun Zeng, Jinhang Zuo, Xutong Liu 0002, Mohammad Hajiesmaili, John C. S. Lui, Adam Wierman. icml 2025: [doi]

Stochastic Bandits Robust to Adversarial AttacksXuchuang Wang, Maoli Liu, Jinhang Zuo, Xutong Liu 0002, John C. S. Lui, Mohammad Hajiesmaili. iclr 2025: [doi]

Heterogeneous Multi-agent Multi-armed Bandit on Stochastic Block ModelsMengfan Xu, Liren Shan, Fatemeh Ghaffari, Xuchuang Wang, Xutong Liu 0002, Mohammad Hajiesmaili. pomacs, 9(3), December 2025. [doi]

2024

Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and BeyondXutong Liu 0002, Siwei Wang 0002, Jinhang Zuo, Han Zhong, Xuchuang Wang, Zhiyong Wang, Shuai Li 0010, Mohammad Hajiesmaili, John C. S. Lui, Wei Chen 0020. icml 2024: 32139-32172 [doi]

Online Algorithms with Uncertainty-Quantified PredictionsBo Sun 0004, Jerry Huang, Nicolas Christianson, Mohammad Hajiesmaili, Adam Wierman, Raouf Boutaba. icml 2024: 47056-47077 [doi]

LACS: Learning-Augmented Algorithms for Carbon-Aware Resource Scaling with Uncertain DemandRoozbeh Bostandoost, Adam Lechowicz, Walid A. Hanafy, Noman Bashir, Prashant J. Shenoy, Mohammad Hajiesmaili. eenergy 2024: [doi]

SODA: An Adaptive Bitrate Controller for Consistent High-Quality Video StreamingTianyu Chen, Yiheng Lin, Nicolas Christianson, Zahaib Akhtar, Sharath Dharmaji, Mohammad Hajiesmaili, Adam Wierman, Ramesh K. Sitaraman. sigcomm 2024: 613-644 [doi]

Time Fairness in Online Knapsack ProblemsAdam Lechowicz, Rik Sengupta, Bo Sun 0004, Shahin Kamali, Mohammad Hajiesmaili. iclr 2024: [doi]

The Online Pause and Resume Problem: Optimal Algorithms and An Application to Carbon-Aware Load ShiftingAdam Lechowicz, Nicolas Christianson, Jinhang Zuo, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Prashant J. Shenoy. sigmetrics 2024: 47-48 [doi]

Online Conversion with Switching Costs: Robust and Learning-Augmented AlgorithmsAdam Lechowicz, Nicolas Christianson, Bo Sun 0004, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Prashant J. Shenoy. sigmetrics 2024: 45-46 [doi]

Chasing Convex Functions with Long-term ConstraintsAdam Lechowicz, Nicolas Christianson, Bo Sun 0004, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Prashant J. Shenoy. icml 2024: 26259-26289 [doi]

Online Search with Predictions: Pareto-optimal Algorithm and its Applications in Energy MarketsRussell Lee, Bo Sun 0004, Mohammad Hajiesmaili, John C. S. Lui. eenergy 2024: 50-71 [doi]

A Holistic Approach for Equity-aware Carbon Reduction of the Ridesharing PlatformsMahsa Sahebdel, Ali Zeynali, Noman Bashir, Prashant J. Shenoy, Mohammad Hajiesmaili. eenergy 2024: 1-12 [doi]

BONES: Near-Optimal Neural-Enhanced Video StreamingLingdong Wang, Simran Singh, Jacob Chakareski, Mohammad Hajiesmaili, Ramesh K. Sitaraman. pomacs, 8(2), 2024. [doi]

BONES: Near-Optimal Neural-Enhanced Video StreamingLingdong Wang, Simran Singh, Jacob Chakareski, Mohammad Hajiesmaili, Ramesh K. Sitaraman. sigmetrics 2024: 61-62 [doi]

Robust Learning-Augmented DictionariesAli Zeynali, Shahin Kamali, Mohammad Hajiesmaili. icml 2024: 58470-58483 [doi]

2023

Contextual Combinatorial Bandits with Probabilistically Triggered ArmsXutong Liu 0002, Jinhang Zuo, Siwei Wang, John C. S. Lui, Mohammad Hajiesmaili, Adam Wierman, Wei Chen 0013. icml 2023: 22559-22593 [doi]

Quantifying the Decarbonization Potential of Flexible LoadPhuthipong Bovornkeeratiroj, Noman Bashir, Vivek Deulkar, Bharathan Balaji, Prashant J. Shenoy, David E. Irwin 0001, Mohammad Hajiesmaili. sensys 2023: 429-433 [doi]

The War of the Efficiencies: Understanding the Tension between Carbon and Energy OptimizationWalid A. Hanafy, Roozbeh Bostandoost, Noman Bashir, David E. Irwin 0001, Mohammad Hajiesmaili, Prashant J. Shenoy. hotcarbon 2023: [doi]

Equitable Network-Aware Decarbonization of Residential Heating at City ScaleAdam Lechowicz, Noman Bashir, John Wamburu, Mohammad Hajiesmaili, Prashant J. Shenoy. eenergy 2023: 1-13 [doi]

Applied Online Algorithms with Heterogeneous PredictorsJessica Maghakian, Russell Lee, Mohammad Hajiesmaili, Jian Li 0008, Ramesh K. Sitaraman, Zhenhua Liu 0002. icml 2023: 23484-23497 [doi]

No-regret Algorithms for Fair Resource AllocationAbhishek Sinha, Ativ Joshi, Rajarshi Bhattacharjee, Cameron Musco, Mohammad Hajiesmaili. nips 2023: [doi]

Quantum Best Arm IdentificationXuchuang Wang, Yu-Zhen Janice Chen, Matheus Guedes de Andrade, Mohammad Hajiesmaili, John C. S. Lui, Don Towsley. sigmetrics, 51(2):72-74, September 2023. [doi]

Exploration for Free: How Does Reward Heterogeneity Improve Regret in Cooperative Multi-agent Bandits?Xuchuang Wang, Lin Yang, Yu-Zhen Janice Chen, Xutong Liu, Mohammad Hajiesmaili, Don Towsley, John C. S. Lui. uai 2023: 2192-2202 [doi]

Achieving Near-Optimal Individual Regret & Low Communications in Multi-Agent BanditsXuchuang Wang, Lin Yang, Yu-Zhen Janice Chen, Xutong Liu 0002, Mohammad Hajiesmaili, Don Towsley, John C. S. Lui. iclr 2023: [doi]

Adversarial Attacks on Online Learning to Rank with Click FeedbackJinhang Zuo, Zhiyao Zhang, Zhiyong Wang, Shuai Li, Mohammad Hajiesmaili, Adam Wierman. nips 2023: [doi]

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