Longbo Huang

According to our database, Longbo Huang authored at least 137 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

When Lyapunov Drift Based Queue Scheduling Meets Adversarial Bandit Learning.

Jiatai Huang, Leana Golubchik, Longbo Huang

IEEE/ACM Trans. Netw., August, 2024

Multi-User Delay-Constrained Scheduling With Deep Recurrent Reinforcement Learning.

Pihe Hu, Yu Chen, Ling Pan, Zhixuan Fang, Fu Xiao, Longbo Huang

IEEE/ACM Trans. Netw., June, 2024

uniINF: Best-of-Both-Worlds Algorithm for Parameter-Free Heavy-Tailed MABs.

Yu Chen, Jiatai Huang, Yan Dai, Longbo Huang

CoRR, 2024

Beyond Squared Error: Exploring Loss Design for Enhanced Training of Generative Flow Networks.

Rui Hu, Yifan Zhang, Zhuoran Li, Longbo Huang

CoRR, 2024

Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse Training.

Pihe Hu, Shaolong Li, Zhuoran Li, Ling Pan, Longbo Huang

CoRR, 2024

Adversarial Network Optimization under Bandit Feedback: Maximizing Utility in Non-Stationary Multi-Hop Networks.

Yan Dai, Longbo Huang

CoRR, 2024

Mixed Sparsity Training: Achieving 4⨉ FLOP Reduction for Transformer Pretraining.

Pihe Hu, Shaolong Li, Longbo Huang

CoRR, 2024

Provably Efficient Partially Observable Risk-sensitive Reinforcement Learning with Hindsight Observation.

Tonghe Zhang, Yu Chen, Longbo Huang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

RL-CFR: Improving Action Abstraction for Imperfect Information Extensive-Form Games with Reinforcement Learning.

Boning Li, Zhixuan Fang, Longbo Huang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Provable Risk-Sensitive Distributional Reinforcement Learning with General Function Approximation.

Yu Chen, Xiangcheng Zhang, Siwei Wang, Longbo Huang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

A Quadratic Synchronization Rule for Distributed Deep Learning.

Xinran Gu, Kaifeng Lyu, Sanjeev Arora, Jingzhao Zhang, Longbo Huang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Provably Efficient Iterated CVaR Reinforcement Learning with Function Approximation and Human Feedback.

Yu Chen, Yihan Du, Pihe Hu, Siwei Wang, Desheng Wu, Longbo Huang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Learning-based Optimal Quantum Switch Scheduling.

Jiatai Huang, Longbo Huang

SIGMETRICS Perform. Evaluation Rev., September, 2023

Network Topology Optimization via Deep Reinforcement Learning.

Zhuoran Li, Xing Wang, Ling Pan, Lin Zhu, Zhendong Wang, Junlan Feng, Chao Deng, Longbo Huang

IEEE Trans. Commun., May, 2023

Online Min-max Problems with Non-convexity and Non-stationarity.

Yu Huang, Yuan Cheng, Yingbin Liang, Longbo Huang

Trans. Mach. Learn. Res., 2023

LCM-LoRA: A Universal Stable-Diffusion Acceleration Module.

Simian Luo, Yiqin Tan, Suraj Patil, Daniel Gu, Patrick von Platen, Apolinário Passos, Longbo Huang, Jian Li, Hang Zhao

CoRR, 2023

One is More: Diverse Perspectives within a Single Network for Efficient DRL.

Yiqin Tan, Ling Pan, Longbo Huang

CoRR, 2023

Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference.

Simian Luo, Yiqin Tan, Longbo Huang, Jian Li, Hang Zhao

CoRR, 2023

Beyond Conservatism: Diffusion Policies in Offline Multi-agent Reinforcement Learning.

Zhuoran Li, Ling Pan, Longbo Huang

CoRR, 2023

Queue Scheduling with Adversarial Bandit Learning.

Jiatai Huang, Leana Golubchik, Longbo Huang

CoRR, 2023

Stochastic Generative Flow Networks.

Ling Pan, Dinghuai Zhang, Moksh Jain, Longbo Huang, Yoshua Bengio

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Provably Safe Reinforcement Learning with Step-wise Violation Constraints.

Nuoya Xiong, Yihan Du, Longbo Huang

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

Banker Online Mirror Descent: A Universal Approach for Delayed Online Bandit Learning.

Jiatai Huang, Yan Dai, Longbo Huang

Proceedings of the International Conference on Machine Learning, 2023

Multi-task Representation Learning for Pure Exploration in Linear Bandits.

Yihan Du, Longbo Huang, Wen Sun

Proceedings of the International Conference on Machine Learning, 2023

RLx2: Training a Sparse Deep Reinforcement Learning Model from Scratch.

Yiqin Tan, Pihe Hu, Ling Pan, Jiatai Huang, Longbo Huang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Generative Augmented Flow Networks.

Ling Pan, Dinghuai Zhang, Aaron C. Courville, Longbo Huang, Yoshua Bengio

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Towards Minimax Optimal Reward-free Reinforcement Learning in Linear MDPs.

Pihe Hu, Yu Chen, Longbo Huang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Why (and When) does Local SGD Generalize Better than SGD?

Xinran Gu, Kaifeng Lyu, Longbo Huang, Sanjeev Arora

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Provably Efficient Risk-Sensitive Reinforcement Learning: Iterated CVaR and Worst Path.

Yihan Du, Siwei Wang, Longbo Huang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Collaborative Pure Exploration in Kernel Bandit.

Yihan Du, Wei Chen, Yuko Kuroki, Longbo Huang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

RePreM: Representation Pre-training with Masked Model for Reinforcement Learning.

Yuanying Cai, Chuheng Zhang, Wei Shen, Xuyun Zhang, Wenjie Ruan, Longbo Huang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Quantum Network: Security Assessment and Key Management.

Hongyi Zhou, Kefan Lv, Longbo Huang, Xiongfeng Ma

IEEE/ACM Trans. Netw., 2022

A Unified Framework for User Identification Across Online and Offline Data.

Tianyi Hao, Jingbo Zhou, Yunsheng Cheng, Longbo Huang, Haishan Wu

IEEE Trans. Knowl. Data Eng., 2022

Addendum and Erratum to "The MDS Queue: Analysing the Latency Performance of Erasure Codes".

Kangwook Lee, Nihar B. Shah, Longbo Huang, Kannan Ramchandran

IEEE Trans. Inf. Theory, 2022

Risk-Sensitive Reinforcement Learning: Iterated CVaR and the Worst Path.

Yihan Du, Siwei Wang, Longbo Huang

CoRR, 2022

RLx2: Training a Sparse Deep Reinforcement Learning Model from Scratch.

Yiqin Tan, Pihe Hu, Ling Pan, Longbo Huang

CoRR, 2022

Provable Generalization of Overparameterized Meta-learning Trained with SGD.

Yu Huang, Yingbin Liang, Longbo Huang

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

Effective multi-user delay-constrained scheduling with deep recurrent reinforcement learning.

Pihe Hu, Ling Pan, Yu Chen, Zhixuan Fang, Longbo Huang

Proceedings of the MobiHoc '22: The Twenty-third International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, Seoul, Republic of Korea, October 17, 2022

Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification.

Ling Pan, Longbo Huang, Tengyu Ma, Huazhe Xu

Proceedings of the International Conference on Machine Learning, 2022

Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably).

Yu Huang, Junyang Lin, Chang Zhou, Hongxia Yang, Longbo Huang

Proceedings of the International Conference on Machine Learning, 2022

Adaptive Best-of-Both-Worlds Algorithm for Heavy-Tailed Multi-Armed Bandits.

Jiatai Huang, Yan Dai, Longbo Huang

Proceedings of the International Conference on Machine Learning, 2022

Nearly Minimax Optimal Reinforcement Learning with Linear Function Approximation.

Pihe Hu, Yu Chen, Longbo Huang

Proceedings of the International Conference on Machine Learning, 2022

Imitation Learning to Outperform Demonstrators by Directly Extrapolating Demonstrations.

Yuanying Cai, Chuheng Zhang, Wei Shen, Xiaonan He, Xuyun Zhang, Longbo Huang

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Simultaneously achieving sublinear regret and constraint violations for online convex optimization with time-varying constraints.

Qingsong Liu, Wenfei Wu, Longbo Huang, Zhixuan Fang

Perform. Evaluation, 2021

What Makes Multimodal Learning Better than Single (Provably).

Yu Huang, Chenzhuang Du, Zihui Xue, Xuanyao Chen, Hang Zhao, Longbo Huang

CoRR, 2021

Softmax with Regularization: Better Value Estimation in Multi-Agent Reinforcement Learning.

Ling Pan, Tabish Rashid, Bei Peng, Longbo Huang, Shimon Whiteson

CoRR, 2021

Exploration in policy optimization through multiple paths.

Ling Pan, Qingpeng Cai, Longbo Huang

Auton. Agents Multi Agent Syst., 2021

Robust Wireless Scheduling under Arbitrary Channel Dynamics and Feedback Delay (Invited Paper).

Jiatai Huang, Longbo Huang

Proceedings of the 33rd International Teletraffic Congress ITC 2021, Avignon, France, August 31, 2021

Regularized Softmax Deep Multi-Agent Q-Learning.

Ling Pan, Tabish Rashid, Bei Peng, Longbo Huang, Shimon Whiteson

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Multi-Agent Reinforcement Learning in Stochastic Networked Systems.

Yiheng Lin, Guannan Qu, Longbo Huang, Adam Wierman

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

The best of both worlds: stochastic and adversarial episodic MDPs with unknown transition.

Tiancheng Jin, Longbo Huang, Haipeng Luo

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

What Makes Multi-Modal Learning Better than Single (Provably).

Yu Huang, Chenzhuang Du, Zihui Xue, Xuanyao Chen, Hang Zhao, Longbo Huang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Fast Federated Learning in the Presence of Arbitrary Device Unavailability.

Xinran Gu, Kaixuan Huang, Jingzhao Zhang, Longbo Huang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Continuous Mean-Covariance Bandits.

Yihan Du, Siwei Wang, Zhixuan Fang, Longbo Huang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Exploration by Maximizing Renyi Entropy for Reward-Free RL Framework.

Chuheng Zhang, Yuanying Cai, Longbo Huang, Jian Li

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Adaptive Algorithms for Multi-armed Bandit with Composite and Anonymous Feedback.

Siwei Wang, Haoyun Wang, Longbo Huang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

A One-Size-Fits-All Solution to Conservative Bandit Problems.

Yihan Du, Siwei Wang, Longbo Huang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Fast-Convergent Learning-Aided Control in Energy Harvesting Networks.

Longbo Huang

IEEE Trans. Mob. Comput., 2020

Heavy traffic analysis of approximate max-weight matching algorithms for input-queued switches.

Yu Huang, Longbo Huang

Perform. Evaluation, 2020

Loyalty programs in the sharing economy: Optimality and competition.

Zhixuan Fang, Longbo Huang, Adam Wierman

Perform. Evaluation, 2020

Distributed Reinforcement Learning in Multi-Agent Networked Systems.

Yiheng Lin, Guannan Qu, Longbo Huang, Adam Wierman

CoRR, 2020

Exploration by Maximizing Rényi Entropy for Zero-Shot Meta RL.

Chuheng Zhang, Yuanying Cai, Longbo Huang, Jian Li

CoRR, 2020

Restless-UCB, an Efficient and Low-complexity Algorithm for Online Restless Bandits.

Siwei Wang, Longbo Huang, John C. S. Lui

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

Softmax Deep Double Deterministic Policy Gradients.

Ling Pan, Qingpeng Cai, Longbo Huang

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

RTCP - Reduce Delay Variability with an End-to-end Approach.

Longbo Huang, Yuxing Li, Jean C. Walrand

Proceedings of the 2020 IFIP Networking Conference, 2020

Terminator: An Efficient and Light-weight Fault Localization Framework.

Yuxing Li, Hu Zheng, Chengqiang Huang, Ke Pei, Jinghui Li, Longbo Huang

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Reinforcement Learning with Dynamic Boltzmann Softmax Updates.

Ling Pan, Qingpeng Cai, Qi Meng, Wei Chen, Longbo Huang

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

Combinatorial Pure Exploration for Dueling Bandit.

Wei Chen, Yihan Du, Longbo Huang, Haoyu Zhao

Proceedings of the 37th International Conference on Machine Learning, 2020

Multi-Path Policy Optimization.

Ling Pan, Qingpeng Cai, Longbo Huang

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

Dueling Bandits: From Two-dueling to Multi-dueling.

Yihan Du, Siwei Wang, Longbo Huang

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

2019

Prices and subsidies in the sharing economy.

Zhixuan Fang, Longbo Huang, Adam Wierman

Perform. Evaluation, 2019

Security assessment and key management in a quantum network.

Hongyi Zhou, Kefan Lv, Longbo Huang, Xiongfeng Ma

CoRR, 2019

Reinforcement Learning with Dynamic Boltzmann Softmax Updates.

Ling Pan, Qingpeng Cai, Qi Meng, Wei Chen, Longbo Huang, Tie-Yan Liu

CoRR, 2019

Double Quantization for Communication-Efficient Distributed Optimization.

Yue Yu, Jiaxiang Wu, Longbo Huang

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

A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems.

Ling Pan, Qingpeng Cai, Zhixuan Fang, Pingzhong Tang, Longbo Huang

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

2018

Two-Scale Stochastic Control for Integrated Multipoint Communication Systems With Renewables.

Xin Wang, Xiaojing Chen, Tianyi Chen, Longbo Huang, Georgios B. Giannakis

IEEE Trans. Smart Grid, 2018

Learning-Aided Stochastic Network Optimization With State Prediction.

Longbo Huang, Minghua Chen, Yunxin Liu

IEEE/ACM Trans. Netw., 2018

Timely-Throughput Optimal Scheduling With Prediction.

Kun Chen, Longbo Huang

IEEE/ACM Trans. Netw., 2018

A New Analysis of Variance Reduced Stochastic Proximal Methods for Composite Optimization with Serial and Asynchronous Realizations.

Yue Yu, Longbo Huang

CoRR, 2018

Rebalancing Dockless Bike Sharing Systems.

Ling Pan, Qingpeng Cai, Zhixuan Fang, Pingzhong Tang, Longbo Huang

CoRR, 2018

Multi-armed Bandits with Compensation.

Siwei Wang, Longbo Huang

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A Social Interaction Activity based Time-Varying User Vectorization Method for Online Social Networks.

Tianyi Hao, Longbo Huang

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

Beyond the Click-Through Rate: Web Link Selection with Multi-level Feedback.

Kun Chen, Kechao Cai, Longbo Huang, John C. S. Lui

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

2017

Proactive Serving Decreases User Delay Exponentially: The Light-Tailed Service Time Case.

Shaoquan Zhang, Longbo Huang, Minghua Chen, Xin Liu

IEEE/ACM Trans. Netw., 2017

Intelligence of Smart Systems: Model, Bounds, and Algorithms.

Longbo Huang

IEEE/ACM Trans. Netw., 2017

The Value-of-Information in Matching With Queues.

Longbo Huang

IEEE/ACM Trans. Netw., 2017

Optimal Sleep-Wake Scheduling for Energy Harvesting Smart Mobile Devices.

Longbo Huang

IEEE Trans. Mob. Comput., 2017

The MDS Queue: Analysing the Latency Performance of Erasure Codes.

Kangwook Lee, Nihar B. Shah, Longbo Huang, Kannan Ramchandran

IEEE Trans. Inf. Theory, 2017

Time-Average Optimization With Nonconvex Decision Set and Its Convergence.

Sucha Supittayapornpong, Longbo Huang, Michael J. Neely

IEEE Trans. Autom. Control., 2017

Human-in-the-Loop Mobile Networks: A Survey of Recent Advancements.

Lingjie Duan, Longbo Huang, Cedric Langbort, Alexey Pozdnukhov, Jean C. Walrand, Lin Zhang

IEEE J. Sel. Areas Commun., 2017

Learning-aided Stochastic Network Optimization with Imperfect State Prediction.

Longbo Huang, Minghua Chen, Yunxin Liu

Proceedings of the 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2017

Fast Stochastic Variance Reduced ADMM for Stochastic Composition Optimization.

Yue Yu, Longbo Huang

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

Multi-level Feedback Web Links Selection Problem: Learning and Optimization.

Kechao Cai, Kun Chen, Longbo Huang, John C. S. Lui

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016

When Backpressure Meets Predictive Scheduling.

Longbo Huang, Shaoquan Zhang, Minghua Chen, Xin Liu

IEEE/ACM Trans. Netw., 2016

Power-Delay Tradeoff With Predictive Scheduling in Integrated Cellular and Wi-Fi Networks.

Haoran Yu, Man Hon Cheung, Longbo Huang, Jianwei Huang

IEEE J. Sel. Areas Commun., 2016

Two-Scale Stochastic Control for Multipoint Communication Systems with Renewables.

Xin Wang, Xiaojing Chen, Tianyi Chen, Longbo Huang, Georgios B. Giannakis

CoRR, 2016

Boosting Sharing Economy: Social Welfare or Revenue Driven?

Zhixuan Fang, Longbo Huang

CoRR, 2016

Learning-aided scheduling for mobile virtual network operators with QoS constraints.

Tianxiao Zhang, Huasen Wu, Xin Liu, Longbo Huang

Proceedings of the 14th International Symposium on Modeling and Optimization in Mobile, 2016

System intelligence: model, bounds and algorithms.

Longbo Huang

Proceedings of the 17th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2016

Age-of-information in the presence of error.

Kun Chen, Longbo Huang

Proceedings of the IEEE International Symposium on Information Theory, 2016

Two-Scale Stochastic Control for Smart-Grid Powered Coordinated Multi-Point Systems.

Xiaojing Chen, Tianyi Chen, Xin Wang, Longbo Huang, Georgios B. Giannakis

Proceedings of the 2016 IEEE Global Communications Conference, 2016

User identification in cyber-physical space: a case study on mobile query logs and trajectories.

Tianyi Hao, Jingbo Zhou, Yunsheng Cheng, Longbo Huang, Haishan Wu

Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Increasing large-scale data center capacity by statistical power control.

Guosai Wang, Shuhao Wang, Bing Luo, Weisong Shi, Yinghang Zhu, Wenjun Yang, Dianming Hu, Longbo Huang, Xin Jin, Wei Xu

Proceedings of the Eleventh European Conference on Computer Systems, 2016

Online microgrid energy generation scheduling revisited: the benefits of randomization and interval prediction.

Mohammad Hassan Hajiesmaili, Chi-Kin Chau, Minghua Chen, Longbu Huang

Proceedings of the Seventh International Conference on Future Energy Systems, Waterloo, ON, Canada, June 21, 2016

Market share analysis with brand effect.

Zhixuan Fang, Longbo Huang

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Market Share Analysis with Brand Effect: (Extended Abstract).

Zhixuan Fang, Longbo Huang

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

2015

A Comment on "Power Cost Reduction in Distributed Data Centers: A Two Time Scale Approach for Delay Tolerant Workloads".

Weiwei Fang, Yuan Yao, Longbo Huang, Abhishek B. Sharma, Leana Golubchik, Michael J. Neely

IEEE Trans. Parallel Distributed Syst., 2015

Proactive Serving Decreases User Delay Exponentially.

Shaoquan Zhang, Longbo Huang, Minghua Chen, Xin Liu

SIGMETRICS Perform. Evaluation Rev., 2015

Receding learning-aided control in stochastic networks.

Longbo Huang

Perform. Evaluation, 2015

A Methodology for Designing the Control of Energy Harvesting Sensor Nodes.

Neda Edalat, Mehul Motani, Jean C. Walrand, Longbo Huang

IEEE J. Sel. Areas Commun., 2015

Optimizing power consumption of mobile games.

Yu Yan, Songtao He, Yunxin Liu, Longbo Huang

Proceedings of the Workshop on Power-Aware Computing and Systems, 2015

Optimizing age-of-information in a multi-class queueing system.

Longbo Huang, Eytan H. Modiano

Proceedings of the IEEE International Symposium on Information Theory, 2015

Online Energy Management Strategy for Hybrid Electric Vehicle.

Lok To Mak, Minghua Chen, Guanglin Zhang, Longbo Huang, Haibo Zeng

Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, 2015

2014

Power Cost Reduction in Distributed Data Centers: A Two-Time-Scale Approach for Delay Tolerant Workloads.

Yuan Yao, Longbo Huang, Abhishek B. Sharma, Leana Golubchik, Michael J. Neely

IEEE Trans. Parallel Distributed Syst., 2014

Effect of proactive serving on user delay reduction in service systems.

Shaoquan Zhang, Longbo Huang, Minghua Chen, Xin Liu

Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014

The power of online learning in stochastic network optimization.

Longbo Huang, Xin Liu, Xiaohong Hao

Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014

The multi-shop ski rental problem.

Lingqing Ai, Xian Wu, Lingxiao Huang, Longbo Huang, Pingzhong Tang, Jian Li

Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014

Delay-aware Predictive Network Selection in data offloading.

Haoran Yu, Man Hon Cheung, Longbo Huang, Jianwei Huang

Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

When queueing meets coding: Optimal-latency data retrieving scheme in storage clouds.

Shengbo Chen, Yin Sun, Ulas C. Kozat, Longbo Huang, Prasun Sinha, Guanfeng Liang, Xin Liu, Ness B. Shroff

Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Predictive delay-aware network selection in data offloading.

Haoran Yu, Man Hon Cheung, Longbo Huang, Jianwei Huang

Proceedings of the IEEE Global Communications Conference, 2014

Control of systems that store renewable energy.

Neda Edalat, Mehul Motani, Jean C. Walrand, Longbo Huang

Proceedings of the Fifth International Conference on Future Energy Systems, 2014

Optimizing your online-advertisement asynchronously.

Longbo Huang

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013

Utility Optimal Scheduling in Energy-Harvesting Networks.

Longbo Huang, Michael J. Neely

IEEE/ACM Trans. Netw., 2013

LIFO-Backpressure Achieves Near-Optimal Utility-Delay Tradeoff.

Longbo Huang, Scott Moeller, Michael J. Neely, Bhaskar Krishnamachari

IEEE/ACM Trans. Netw., 2013

Optimal distributed broadcasting with per-neighbor queues in acyclic overlay networks with arbitrary underlay capacity constraints.

Shaoquan Zhang, Minghua Chen, Zongpeng Li, Longbo Huang

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

A Benes packet network.

Longbo Huang, Jean C. Walrand

Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

2012

Optimal demand response with energy storage management.

Longbo Huang, Jean C. Walrand, Kannan Ramchandran

Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Optimal smart grid tariffs.

Longbo Huang, Jean C. Walrand, Kannan Ramchandran

Proceedings of the 2012 Information Theory and Applications Workshop, 2012

Codes can reduce queueing delay in data centers.

Longbo Huang, Sameer Pawar, Hao Zhang, Kannan Ramchandran

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Data centers power reduction: A two time scale approach for delay tolerant workloads.

Yuan Yao, Longbo Huang, Abhishek B. Sharma, Leana Golubchik, Michael J. Neely

Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

A multi-layer market for vehicle-to-grid energy trading in the smart grid.

Albert Y. S. Lam, Longbo Huang, Alonso Silva, Walid Saad

Proceedings of the 2012 Proceedings IEEE INFOCOM Workshops, 2012

2011

Delay reduction via Lagrange multipliers in stochastic network optimization.

Longbo Huang, Michael J. Neely

IEEE Trans. Autom. Control., 2011

Utility optimal scheduling in processing networks.

Longbo Huang, Michael J. Neely

Perform. Evaluation, 2011

Delay efficient scheduling via redundant constraints in multihop networks.

Longbo Huang, Michael J. Neely

Perform. Evaluation, 2011

2010

The optimality of two prices: maximizing revenue in a stochastic communication system.

Longbo Huang, Michael J. Neely

IEEE/ACM Trans. Netw., 2010

Dynamic product assembly and inventory control for maximum profit.

Michael J. Neely, Longbo Huang

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2008

A negotiation game for multichannel access in cognitive radio networks.

Hua Liu, Longbo Huang, Bhaskar Krishnamachari, Qing Zhao

Proceedings of the 4th Annual International Conference on Wireless Internet, 2008