Longbo Huang

1. LCM-LoRA: A Universal Stable-Diffusion Acceleration Module
   2023/11/09 by Simian Luo, Yiqin Tan, Luo, Simian +15 · 2 voices · 21 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #cs.CV #cs.LG
2. Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference
   2023/10/06 by Simian Luo, Yiqin Tan, Luo, Simian +7 · 110 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
3. Optimizing Age-of-Information in a Multi-class Queueing System
   2015/04/20 by Longbo Huang, Huang, Longbo, Eytan Modiano +1 · 4 citations
   Computer Science · Engineering · Psychology · #Age of Information Optimization #IoT Networks and Protocols #Cognitive Functions and Memory
4. Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification
   2021/11/22 by Ling Pan, Longbo Huang, Pan, Ling +5 · 6 citations
   Computer Science · Engineering · #Adaptive Dynamic Programming Control #Elevator Systems and Control #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
5. Age-of-Information in the Presence of Error
   2016/05/02 by Kun Chen, Longbo Huang, Chen, Kun +1 · 2 citations
   Computer Science · Medicine · Engineering · #Age of Information Optimization #Congenital Heart Disease Studies #IoT Networks and Protocols
6. Stochastic Generative Flow Networks
   2023/02/19 by Ling Pan, Pan, Ling, Dinghuai Zhang +7 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
7. The best of both worlds: stochastic and adversarial episodic MDPs with unknown transition
   2021/06/08 by Tiancheng Jin, Longbo Huang, Jin, Tiancheng +3 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning and Algorithms
8. Utility Optimal Scheduling in Energy Harvesting Networks
   2010/12/09 by Longbo Huang, Michael J. Neely, Huang, Longbo +1 · 1 citation
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks #FOS: Mathematics #Opportunistic and Delay-Tolerant Networks #Optimization and Control (math.OC)
9. Generative Augmented Flow Networks
   2022/10/07 by Ling Pan, Dinghuai Zhang, Pan, Ling +7 · 2 citations
   Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Reinforcement Learning in Robotics
10. Codes Can Reduce Queueing Delay in Data Centers
    2012/02/07 by Longbo Huang, Sameer Pawar, Huang, Longbo +5 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Peer-to-Peer Network Technologies
11. Fast Stochastic Variance Reduced ADMM for Stochastic Composition Optimization
    2017/05/11 by Yue Yu, Yu, Yue, Longbo Huang +1 · 2 citations
    Computer Science · #Stochastic Gradient Optimization Techniques #Machine Learning and ELM #Domain Adaptation and Few-Shot Learning
12. RL-CFR: Improving Action Abstraction for Imperfect Information Extensive-Form Games with Reinforcement Learning
    2024/03/07 by Boning Li, Li, Boning, Zhixuan Fang +3 · 3 citations
    Computer Science · #Artificial Intelligence in Games #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
13. Multi-Agent Reinforcement Learning in Stochastic Networked Systems
    2020/06/11 by Yiheng Lin, Guannan Qu, Lin, Yiheng +5 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Age of Information Optimization #Gene Regulatory Network Analysis
14. Regularized Softmax Deep Multi-Agent Q-Learning
    2021/03/22 by Ling Pan, Pan, Ling, Tabish Rashid +7 · 1 citation
    Computer Science · #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
15. Network Topology Optimization via Deep Reinforcement Learning
    2022/04/19 by Zhuoran Li, Xing Wang, Li, Zhuoran +13 · 1 citation
    Computer Science · Engineering · #Software-Defined Networks and 5G #Advanced Optical Network Technologies #Advanced Photonic Communication Systems
16. Dueling Bandits: From Two-dueling to Multi-dueling
    2022/11/16 by Yihan Du, Du, Yihan, Siwei Wang +3 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
17. Why (and When) does Local SGD Generalize Better than SGD?
    2023/03/02 by Xinran Gu, Gu, Xinran, Kaifeng Lyu +5 · 1 citation
    Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Statistical Methods and Inference
18. Beyond Squared Error: Exploring Loss Design for Enhanced Training of Generative Flow Networks
    2024/10/03 by Renyu Hu, Rui Hu, Yifan Zhang +6 · 1 citation
    Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Simulation Techniques and Applications
19. Finite-Time Analysis of Discrete-Time Stochastic Interpolants
    2025/02/13 by Yuhao Liu, Liu, Yuhao, Yu Chen +5 · 2 citations
    Computer Science · Decision Sciences · #Digital Filter Design and Implementation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Numerical Methods and Algorithms #Simulation Techniques and Applications
20. On the Sublinear Regret of Continuous K-Max Bandits
    2025/02/19 by Yu Chen, Siwei Wang, Chen, Yu +5 · 1 citation
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques
21. Correlated Chance Sampling for Monte Carlo Counterfactual Regret Minimization
    2026/07/29 by Boning Li, Yu Chen, Longbo Huang · 1 citation
    Computer Science · #cs.GT
22. Agents That Certify Their Own Exploits: Confidence-Scheduled Restricted Responses for Safe Opponent Exploitation
    2026/07/30 by Boning Li, Longbo Huang
    Computer Science · #cs.GT #cs.AI #cs.MA