Huang, Liusheng

1. Mutual Information Optimally Local Private Discrete Distribution Estimation
   2016/07/27 by Wang, Shaowei, Huang, Liusheng, Wang, Pengzhan +5 · 7 citations
   #FOS: Computer and information sciences #Information Theory (cs.IT)
2. Accelerating End-Cloud Collaborative Inference via Near Bubble-free Pipeline Optimization
   2024/12/17 by Gao, Luyao, Liu, Jianchun, Xu, Hongli +3 · 7 citations
   #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
3. Top-nσ: Not All Logits Are You Need
   2024/11/12 by Chenxia Tang, Tang, Chenxia, Jianchun Liu +5 · 1 voice · 3 citations
   Social Sciences · #Multimedia Communication and Technology
4. ParallelSFL: A Novel Split Federated Learning Framework Tackling Heterogeneity Issues
   2024/10/02 by Yunming Liao, Liao, Yunming, Yang Xu +9 · 4 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
5. FedQuad: Adaptive Layer-wise LoRA Deployment and Activation Quantization for Federated Fine-Tuning
   2025/06/01 by Rukuo Li, Li, Rukuo, Jianchun Liu +5 · 6 citations
   Computer Science · Engineering · #CCD and CMOS Imaging Sensors #Distributed #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Parallel #Robotics and Sensor-Based Localization #and Cluster Computing (cs.DC)
6. Mitigating Catastrophic Forgetting with Adaptive Transformer Block Expansion in Federated Fine-Tuning
   2025/06/06 by Huo, Yujia, Liu, Jianchun, Xu, Hongli +3 · 6 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
7. Segment as Points for Efficient Online Multi-Object Tracking and Segmentation
   2020/07/03 by Zhenbo Xu, Wei Zhang, Xu, Zhenbo +13 · 1 citation
   Computer Science · Environmental Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Video Surveillance and Tracking Methods
8. Collaborative Speculative Inference for Efficient LLM Inference Serving
   2025/03/13 by Luyao Gao, Gao, Luyao, Jianchun Liu +9 · 3 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel #Topic Modeling #and Cluster Computing (cs.DC)
9. Accelerating Mixture-of-Expert Inference with Adaptive Expert Split Mechanism
   2025/09/10 by Yan, Jiaming, Liu, Jianchun, Xu, Hongli +1 · 6 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Towards Communication-Efficient Decentralized Federated Graph Learning over Non-IID Data
    2025/09/10 by Shilong Wang, Jianchun Liu, Wang, Shilong +8 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Privacy-Preserving Technologies in Data #Mobile Crowdsensing and Crowdsourcing