Junhong Liu

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 33

Top Topics

Unsupervised Clustering

Matrix Multiplication

Distributed Shared Memory

Neural Network Training

Top Venues

IEEE Control. Syst. Lett.

Publications

Xian Deng, Junhong Liu, Peng Wu, Jiaying Zhang, Zehui Yuan, Fake Fang, Jiale Xie, Libo Feng
A TDE-based Multi-node Data Categorized Transfer Storage Scheme in Consortium Blockchain. CSCWD (2024)
Yunfeng Fan, Wenchao Xu, Haozhao Wang, Junhong Liu, Song Guo
Detached and Interactive Multimodal Learning. CoRR (2024)
Xinze Li, Penglei Wang, Tianfan Fu, Wenhao Gao, Chengtao Li, Leilei Shi, Junhong Liu
AUTODIFF: Autoregressive Diffusion Modeling for Structure-based Drug Design. CoRR (2024)
Junhong Liu, Libo Feng, Xian Deng, Xianchi Gao, Fake Fang, Zehui Yuan, Jiale Xie, Peng Wu, Zhixing Zhang
CMSCEF: A Cross-chain Mechanism based on Smart Contract Execution Framework. CSCWD (2024)
Rong-Peng Liu, Yue Song, Junhong Liu, Xiaozhe Wang, Jinpeng Guo, Yunhe Hou
Hidden Convexity-Based Distributed Operation of Integrated Electricity-Gas Systems. IEEE Control. Syst. Lett. 8 (2024)
Jiale Xie, Libo Feng, Fake Fang, Zehui Yuan, Xian Deng, Junhong Liu, Peng Wu, Zhuo Li
A Blockchain-based Federated Learning Framework for Defending Against Poisoning Attacks in IIOT. CSCWD (2024)
Tong Zhang, Peixin Qin, Yang Deng, Chen Huang, Wenqiang Lei, Junhong Liu, Dingnan Jin, Hongru Liang, Tat-Seng Chua
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models. ACL (1) (2024)
Peng Wu, Libo Feng, Junhong Liu, Zehui Yuan, Yaqi Zhou, Xian Deng, Zhixing Zhang, Jiale Xie, Fake Fang
A Cross-Chain Privacy Protection and Key Sharing Scheme Based on Relay Chain. CSCWD (2024)
Fake Fang, Libo Feng, Jiale Xie, Junhong Liu, Zehui Yuan, Xian Deng, Peng Wu, Peiyin Luo, Yifan Liu
BCFL: A Trustworthy and Efficient Federated Learning Framework Based on Blockchain In IoT. CSCWD (2024)
Rong-Peng Liu, Yue Song, Junhong Liu, Xiaozhe Wang, Jinpeng Guo, Yunhe Hou
Hidden Convexity-Based Distributed Operation of Integrated Electricity-Gas Systems. CoRR (2024)
Junhong Liu, Qinfei Long, Rong-Peng Liu, Wenjie Liu, Xin Cui, Yunhe Hou
Privacy-Preserving Peer-to-Peer Energy Trading via Hybrid Secure Computations. IEEE Trans. Smart Grid 15 (2) (2024)
Tong Zhang, Peixin Qin, Yang Deng, Chen Huang, Wenqiang Lei, Junhong Liu, Dingnan Jin, Hongru Liang, Tat-Seng Chua
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models. CoRR (2024)
Junhong Liu, Yongmi Zhang, Yanhong Li, Yulei Liu, Xingxing Wang, Lei Zhao, Qiguang Liang, Jun Ye
Innovative Energy Management System for Energy Storage Systems of Multiple-Type with Cascade Utilization Battery. J. Circuits Syst. Comput. 32 (12) (2023)
Wenjie Liu, Yunjian Xu, Junhong Liu, Wenqian Yin, Yunhe Hou, Zaiyue Yang
Energy and Reserve Sharing Considering Uncertainty and Communication Resources. IEEE Internet Things J. 10 (14) (2023)
Junhong Liu, Bo Peng, Zezhao Yin
A Hybrid Machine Learning Method for Diabetes Detection based on Unsupervised Clustering. ICMLSC (2023)
Tong Zhang, Junhong Liu, Chen Huang, Jia Liu, Hongru Liang, Zujie Wen, Wenqiang Lei
Towards Effective Automatic Debt Collection with Persona Awareness. EMNLP (Industry Track) (2023)
Xiaobo Peng, Junhong Liu, Ying Huang, Yanhao Mao, Dong Li
Classification of lower limb motor imagery based on iterative EEG source localization and feature fusion. Neural Comput. Appl. 35 (19) (2023)
Xin Cui, Wei Liu, Junhong Liu, Yunhe Hou, Liang Liang
Modeling of the EV dynamic wireless charging load. ISGT Asia (2022)
Junhong Liu, Tianqi Ren, Ziyue Huang, Yan Tu
Regional Water Resources Allocation Based on Fuzzy Data Mining. ICBDC (2022)
Junhong Liu, Yijie Lin, Liang Jiang, Jia Liu, Zujie Wen, Xi Peng
Improve Interpretability of Neural Networks via Sparse Contrastive Coding. EMNLP (Findings) (2022)
Junhong Liu, Baoping Li
A Multi-Task Semantic Segmentation Network for Threat Detection in X-Ray Security Images. ICIP (2022)
Penglei Wang, Shuangjia Zheng, Yize Jiang, Chengtao Li, Junhong Liu, Chang Wen, Atanas Patronov, Dahong Qian, Hongming Chen, Yuedong Yang
Structure-Aware Multimodal Deep Learning for Drug-Protein Interaction Prediction. J. Chem. Inf. Model. 62 (5) (2022)
Dongxu Yang, Junhong Liu, Jiaxing Qi, Junjie Lai
WholeGraph: A Fast Graph Neural Network Training Framework with Multi-GPU Distributed Shared Memory Architecture. SC (2022)
Qinfei Long, Junhong Liu, Chenhao Ren, Wenqian Yin, Feng Liu, Yunhe Hou
Two-Stage Submodular Optimization of Dynamic Thermal Rating for Risk Mitigation Considering Placement and Operation Schedule. CoRR (2022)
Dongxu Yang, Junhong Liu, Junjie Lai
EDGES: An Efficient Distributed Graph Embedding System on GPU Clusters. IEEE Trans. Parallel Distributed Syst. 32 (7) (2021)
Junhong Liu, Dongxu Yang, Junjie Lai
Optimizing Winograd-Based Convolution with Tensor Cores. ICPP (2021)
Wangshu Zhang, Junhong Liu, Zujie Wen, Yafang Wang, Gerard de Melo
Query Distillation: BERT-based Distillation for Ensemble Ranking. COLING (Industry) (2020)
Junhong Liu, Xin He, Weifeng Liu, Guangming Tan
Register-Aware Optimizations for Parallel Sparse Matrix-Matrix Multiplication. Int. J. Parallel Program. 47 (3) (2019)
Guangming Tan, Junhong Liu, Jiajia Li
Design and Implementation of Adaptive SpMV Library for Multicore and Many-Core Architecture. ACM Trans. Math. Softw. 44 (4) (2018)
Junhong Liu, Guangming Tan, Yulong Luo, Jiajia Li, Zeyao Mo, Ninghui Sun
An Autotuning Protocol to Rapidly Build Autotuners. ACM Trans. Parallel Comput. 5 (2) (2018)
Junhong Liu, Xin He, Weifeng Liu, Guangming Tan
Register-based implementation of the sparse general matrix-matrix multiplication on GPUs. PPOPP (2018)
Yuwang Lai, De-feng Gu, Junhong Liu, Wenping Li, Dongyun Yi
Low-Frequency Error Extraction and Compensation for Attitude Measurements from STECE Star Tracker. Sensors 16 (10) (2016)
Lufeng Yuan, Junhong Liu, Yulong Luo, Guangming Tan
Locality of Computation for Stencil Optimization. ICA3PP (2016)
Jundong Liu, Yang Wang, Junhong Liu
A Unified Framework for Segmentation-Assisted Image Registration. ACCV (2) (2006)
Junhong Liu, Jouni Lampinen
A differential evolution based incremental training method for RBF networks. GECCO (2005)
Junhong Liu, Jouni Lampinen
Approximation by Growing Radial Basis Function Networks Using the Differential-Evolution-Based Algorithm. J. Adv. Comput. Intell. Intell. Informatics 9 (5) (2005)
Junhong Liu, Jorma K. Mattila, Jouni Lampinen
Training RBF Networks Using a DE Algorithm with Adaptive Control. ICTAI (2005)
Junhong Liu, Jouni Lampinen
A Fuzzy Adaptive Differential Evolution Algorithm. Soft Comput. 9 (6) (2005)
Mingxiu Wei, Jundong Liu, Junhong Liu
Artifact reduction in mutual-information-based CT-MR image registration. Medical Imaging: Image Processing (2004)
Junhong Liu, Saku Kukkonen, Jouni Lampinen
Growing RBF Networks for Function Approximation by a DE-Based Method. CIS (2004)