Yihua Huang

ORCID

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 76

Top Venues

CoRR

IEEE Trans. Parallel Distributed Syst.

ICPADS

J. Parallel Distributed Comput.

Publications

Rong Gu, Jiajia Wei, Xu Wang, Jiahui Wang, Haipeng Dai, Jiaqi Zheng, Baolong Mao, Yihua Huang
Magpie: Efficient Big Data Query System Parameter Optimization based on Pre-selection and Search Pruning Approach. IWQoS (2023)
Tongyu Wu, Rong Gu, Yang Li, Hongbin Ma, Yi Chen, Ying Zhu, Xiaoxiang Yu, Tengting Xu, Yihua Huang
Raven: Benchmarking Monetary Expense and Query Efficiency of OLAP Engines on the Cloud. DASFAA (4) (2023)
Bo Zhao, Chunfeng Yuan, Yihua Huang
CoTE: A Flexible Method for Joint Learning of Topic and Embedding Models. APWeb/WAIM (4) (2023)
Zhuoer Xu, Guanghui Zhu, Changhua Meng, Shiwen Cui, Zhenzhe Ying, Weiqiang Wang, Ming Gu, Yihua Huang
A2: Efficient Automated Attacker for Boosting Adversarial Training. CoRR (2022)
Jingfan Chen, Wenqi Fan, Guanghui Zhu, Xiangyu Zhao, Chunfeng Yuan, Qing Li, Yihua Huang
Knowledge-enhanced Black-box Attacks for Recommendations. CoRR (2022)
Shengjun Xu, Wenjin Huang, Yihua Huang
TFR-GCN: A GCN Accelerator with Tile-Fusing Strategy. FCCM (2022)
Yihua Huang, Yue He, Yu-Jie Yuan, Yu-Kun Lai, Lin Gao
StylizedNeRF: Consistent 3D Scene Stylization as Stylized NeRF via 2D-3D Mutual Learning. CVPR (2022)
Zhongmin Wang, Weiye Zhang, Xiaomin Jin, Yihua Huang, Chen Lu
An optimal edge server placement approach for cost reduction and load balancing in intelligent manufacturing. J. Supercomput. 78 (3) (2022)
Wenjin Huang, Huangtao Wu, Qingkun Chen, Conghui Luo, Shihao Zeng, Tianrui Li, Yihua Huang
FPGA-Based High-Throughput CNN Hardware Accelerator With High Computing Resource Utilization Ratio. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Guanghui Zhu, Haojun Hou, Jingfan Chen, Chunfeng Yuan, Yihua Huang
Transition Relation Aware Self-Attention for Session-based Recommendation. CoRR (2022)
Rong Gu, Jun Shi, Xiaofei Chen, Zhaokang Wang, Yang Che, Kai Zhang, Yihua Huang
Octopus-DF: Unified DataFrame-based cross-platform data analytic system. Parallel Comput. 110 (2022)
Chengcheng Mai, Mengchuan Qiu, Kaiwen Luo, Ziyan Peng, Jian Liu, Chunfeng Yuan, Yihua Huang
Pretraining Multi-modal Representations for Chinese NER Task with Cross-Modality Attention. WSDM (2022)
Guanghui Zhu, Wenjie Wang, Zhuoer Xu, Feng Cheng, Mengchuan Qiu, Chunfeng Yuan, Yihua Huang
PSP: Progressive Space Pruning for Efficient Graph Neural Architecture Search. ICDE (2022)
Jingfan Chen, Guanghui Zhu, Yifan Qi, Chunfeng Yuan, Yihua Huang
Towards Self-supervised Learning on Graphs with Heterophily. CIKM (2022)
Shaofen Chen, Haiyan Lin, Wenjin Huang, Yihua Huang
Hardware Design and Implementation of Classic McEliece Post-Quantum Cryptosystem Based on FPGA. HPEC (2022)
Rong Gu, Yuquan Chen, Shuai Liu, Haipeng Dai, Guihai Chen, Kai Zhang, Yang Che, Yihua Huang
Liquid: Intelligent Resource Estimation and Network-Efficient Scheduling for Deep Learning Jobs on Distributed GPU Clusters. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Rong Gu, Han Yin, Weichang Zhong, Chunfeng Yuan, Yihua Huang
Meces: Latency-efficient Rescaling via Prioritized State Migration for Stateful Distributed Stream Processing Systems. USENIX Annual Technical Conference (2022)
Jingfan Chen, Guanghui Zhu, Haojun Hou, Chunfeng Yuan, Yihua Huang
AutoGSR: Neural Architecture Search for Graph-based Session Recommendation. SIGIR (2022)
Yuanyang Wang, Yihua Huang, Xiumin Chen, Leida Li, Guangming Shi
Modeling content-attribute preference for personalized image esthetics assessment. Image Vis. Comput. 124 (2022)
Yihua Huang, Yue He, Yu-Jie Yuan, Yu-Kun Lai, Lin Gao
StylizedNeRF: Consistent 3D Scene Stylization as Stylized NeRF via 2D-3D Mutual Learning. CoRR (2022)
Jingfan Chen, Wenqi Fan, Guanghui Zhu, Xiangyu Zhao, Chunfeng Yuan, Qing Li, Yihua Huang
Knowledge-enhanced Black-box Attacks for Recommendations. KDD (2022)
Chengcheng Mai, Jian Liu, Mengchuan Qiu, Kaiwen Luo, Ziyan Peng, Chunfeng Yuan, Yihua Huang
Pronounce differently, mean differently: A multi-tagging-scheme learning method for Chinese NER integrated with lexicon and phonetic features. Inf. Process. Manag. 59 (5) (2022)
Guanghui Zhu, Shen Jiang, Xu Guo, Chunfeng Yuan, Yihua Huang
Evolutionary Automated Feature Engineering. PRICAI (1) (2022)
Yihua Huang, Yuanquan Ouyang
Measuring Visual Attractiveness of Urban Commercial Street Using Wearable Cameras: A Case Study of Gubei Gold Street in Shanghai. HCI (21) (2022)
Zhuoer Xu, Guanghui Zhu, Chunfeng Yuan, Yihua Huang
One-Stage Tree: end-to-end tree builder and pruner. Mach. Learn. 111 (5) (2022)
Qingru Zeng, Quanxin Li, Baoze Zhao, Han Jiao, Yihua Huang
Hardware Design and Implementation of Post-Quantum Cryptography Kyber. HPEC (2022)
Conghui Luo, Wenjin Huang, Dehao Xiang, Yihua Huang
A High-performance Deployment Framework for Pipelined CNN Accelerators with Flexible DSE Strategy. HPEC (2022)
Guanghui Zhu, Feng Cheng, Defu Lian, Chunfeng Yuan, Yihua Huang
NAS-CTR: Efficient Neural Architecture Search for Click-Through Rate Prediction. SIGIR (2022)
Rong Gu, Kai Zhang, Zhihao Xu, Yang Che, Bin Fan, Haojun Hou, Haipeng Dai, Li Yi, Yu Ding, Guihai Chen, Yihua Huang
Fluid: Dataset Abstraction and Elastic Acceleration for Cloud-native Deep Learning Training Jobs. ICDE (2022)
Rong Gu, Chongjie Li, Haipeng Dai, Yili Luo, Xiaolong Xu, Shaohua Wan, Yihua Huang
Improving in-memory file system reading performance by fine-grained user-space cache mechanisms. J. Syst. Archit. 115 (2021)
Chengcheng Mai, Xueming Qiu, Kaiwen Luo, Min Chen, Bo Zhao, Yihua Huang
TSSE-DMM: Topic Modeling for Short Texts Based on Topic Subdivision and Semantic Enhancement. PAKDD (2) (2021)
Zhaokang Wang, Junhong Li, Yifan Qi, Guanghui Zhu, Chunfeng Yuan, Yihua Huang
UniGPS: A Unified Programming Framework for Distributed Graph Processing. CoRR (2021)
Guanghui Zhu, Feng Cheng, Mengchuan Qiu, Zhuoer Xu, Wenjie Wang, Chunfeng Yuan, Yihua Huang
Progressive AutoSpeech: An Efficient and General Framework for Automatic Speech Classification. PAKDD (2) (2021)
Yuting Hu, Yihua Huang, Zhongliang Yang, Yongfeng Huang
Detection of heterogeneous parallel steganography for low bit-rate VoIP speech streams. Neurocomputing 419 (2021)
Qingkun Chen, Wenjin Huang, Yuanshan Zhang, Yihua Huang
An IP Core Mapping Algorithm Based on Neural Networks. IEEE Trans. Very Large Scale Integr. Syst. 29 (1) (2021)
Zhaokang Wang, Yunpan Wang, Chunfeng Yuan, Rong Gu, Yihua Huang
Empirical analysis of performance bottlenecks in graph neural network training and inference with GPUs. Neurocomputing 446 (2021)
Qingkun Chen, Wenjin Huang, Yuze Peng, Yihua Huang
A Reinforcement Learning-Based Framework for Solving the IP Mapping Problem. IEEE Trans. Very Large Scale Integr. Syst. 29 (9) (2021)
Zhaokang Wang, Shen Wang, Junhong Li, Chunfeng Yuan, Rong Gu, Yihua Huang
VSIM: Distributed local structural vertex similarity calculation on big graphs. J. Parallel Distributed Comput. 158 (2021)
Zhaokang Wang, Weiwei Hu, Guowang Chen, Chunfeng Yuan, Rong Gu, Yihua Huang
Towards Efficient Distributed Subgraph Enumeration Via Backtracking-Based Framework. IEEE Trans. Parallel Distributed Syst. 32 (12) (2021)
Zhaokang Wang, Junhong Li, Yifan Qi, Guanghui Zhu, Chunfeng Yuan, Yihua Huang
UniGPS: A Unified Programming Framework for Distributed Graph Processing. ICPADS (2021)
Rong Gu, Zhiqiang Zuo, Xi Jiang, Han Yin, Zhaokang Wang, Linzhang Wang, Xuandong Li, Yihua Huang
Towards Efficient Large-Scale Interprocedural Program Static Analysis on Distributed Data-Parallel Computation. IEEE Trans. Parallel Distributed Syst. 32 (4) (2021)
Rong Gu, Yang Qi, Tongyu Wu, Zhaokang Wang, Xiaolong Xu, Chunfeng Yuan, Yihua Huang
SparkDQ: Efficient generic big data quality management on distributed data-parallel computation. J. Parallel Distributed Comput. 156 (2021)
Rong Gu, Zhixiang Zhang, Zhihao Xu, Zhaokang Wang, Kai Zhang, Chunfeng Yuan, Yihua Huang
Alchemy: Distributed financial quantitative analysis system with high-level programming model. Softw. Pract. Exp. 51 (8) (2021)
Guanghui Zhu, Zhuoer Xu, Xu Guo, Chunfeng Yuan, Yihua Huang
DIFER: Differentiable Automated Feature Engineering. CoRR (2020)
Shihao Zeng, Yihua Huang
A Hybrid-Pipelined Architecture for FPGA-based Binary Weight DenseNet with High Performance-Efficiency. HPEC (2020)
Yihua Huang, Wenjin Huang, Rui Chen, Huangtao Wu, Ming Wei
A Tag Based Random Order Vector Reduction Circuit. IEEE Access 8 (2020)
Jie Yang, Lin Gao, Qingyang Tan, Yihua Huang, Shihong Xia, Yu-Kun Lai
Multiscale Mesh Deformation Component Analysis with Attention-based Autoencoders. CoRR (2020)
Zhaokang Wang, Weiwei Hu, Chunfeng Yuan, Rong Gu, Yihua Huang
Distributed Subgraph Enumeration via Backtracking-based Framework. CoRR (2020)
Jingfan Chen, Guanghui Zhu, Rong Gu, Chunfeng Yuan, Yihua Huang
Semi-supervised Embedding Learning for High-dimensional Bayesian Optimization. CoRR (2020)
Han Jiao, Xinhua Jiang, Zhiyong Pang, Xiaofeng Lin, Yihua Huang, Li Li
Deep Convolutional Neural Networks-Based Automatic Breast Segmentation and Mass Detection in DCE-MRI. Comput. Math. Methods Medicine 2020 (2020)
Zhaokang Wang, Rong Gu, Weiwei Hu, Chunfeng Yuan, Yihua Huang
BENU: Distributed Subgraph Enumeration with Backtracking-Based Framework. ICDE (2019)
Huangtao Wu, Wenjin Huang, Rui Chen, Yihua Huang
Implementation and Area Optimization of LUT6 Based Convolution Structure on FPGA. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (12) (2019)
Rong Gu, Kaixuan Huang, Zhixiang Zhang, Chunfeng Yuan, Yihua Huang
Push-Based Network-efficient Hadoop YARN Scheduling Mechanism for In-Memory Computing. ICPADS (2019)
Guanghui Zhu, Chen Guo, Le Lu, Zhi Huang, Chunfeng Yuan, Rong Gu, Yihua Huang
DGST: Efficient and scalable suffix tree construction on distributed data-parallel platforms. Parallel Comput. 87 (2019)
Guanghui Zhu, Xiaoqi Wu, Liangliang Yin, Haogang Wang, Rong Gu, Chunfeng Yuan, Yihua Huang
HyMJ: A Hybrid Structure-Aware Approach to Distributed Multi-way Join Query. ICDE (2019)
Guanghui Zhu, Qiu Hu, Rong Gu, Chunfeng Yuan, Yihua Huang
ForestLayer: Efficient training of deep forests on distributed task-parallel platforms. J. Parallel Distributed Comput. 132 (2019)
Junhua Zhang, Yihua Huang, Yingchao Song, Yi Jiang, Lun Zhang, Yufeng Zhang
Convolutional neural network-based registration for mosaicing of microscopic images. J. Electronic Imaging 28 (4) (2019)
Guanghui Zhu, Qian Wang, Qiwei Tang, Rong Gu, Chunfeng Yuan, Yihua Huang
Efficient and Scalable Functional Dependency Discovery on Distributed Data-Parallel Platforms. IEEE Trans. Parallel Distributed Syst. 30 (12) (2019)
Rong Gu, Chongjie Li, Peng Shu, Chunfeng Yuan, Yihua Huang
Adaptive cache policy scheduling for big data applications on distributed tiered storage system. Concurr. Comput. Pract. Exp. 31 (15) (2019)
Wei Ge, Xianxian Li, Chunfeng Yuan, Yihua Huang
Correlation-aware partitioning for skewed range query optimization. World Wide Web 22 (1) (2019)
Zhiqiang Zuo, Rong Gu, Xi Jiang, Zhaokang Wang, Yihua Huang, Linzhang Wang, Xuandong Li
BigSpa: An Efficient Interprocedural Static Analysis Engine in the Cloud. IPDPS (2019)
Muhui Yang, Yihua Huang
OVS-DPDK with TSO feature running under docker. ICOIN (2018)
Rong Gu, Shiqing Fan, Qiu Hu, Chunfeng Yuan, Yihua Huang
Parallelizing Machine Learning Optimization Algorithms on Distributed Data-Parallel Platforms with Parameter Server. ICPADS (2018)
Bo Zhao, Hucheng Zhou, Guoqiang Li, Yihua Huang
ZenLDA: Large-scale topic model training on distributed data-parallel platform. Big Data Min. Anal. 1 (1) (2018)
Rong Gu, Min Chen, Wenjia Yang, Chunfeng Yuan, Yihua Huang
Seal: Efficient Training Large Scale Statistical Machine Translation Models on Spark. ICPADS (2018)
Rong Gu, Yu-Fa Zhou, Zhaokang Wang, Chunfeng Yuan, Yihua Huang
Penguin: Efficient Query-Based Framework for Replaying Large Scale Historical Data. IEEE Trans. Parallel Distributed Syst. 29 (10) (2018)
Rong Gu, Yun Tang, Chen Tian, Hucheng Zhou, Guanru Li, Xudong Zheng, Yihua Huang
Improving Execution Concurrency of Large-Scale Matrix Multiplication on Distributed Data-Parallel Platforms. IEEE Trans. Parallel Distributed Syst. 28 (9) (2017)
Guanghui Zhu, Xiaoqi Wu, Rong Gu, Chunfeng Yuan, Yihua Huang
AutoMJ: Towards Efficient Multi-way Join Query on Distributed Data-Parallel Platform. ICPADS (2017)
Peng Liu, Xuekui Wang, Yihua Huang, Lei Meng, Enjie Ding
基于Spark的极限学习机算法并行化研究 (Study of ELM Algorithm Parallelization Based on Spark). 计算机科学 44 (12) (2017)
Xiaolong Deng, Yingtong Dou, Yihua Huang
CPS model based online opinion governance modeling and evaluation of emergency accidents. EM-GIS (2016)
Rong Gu, Zhiqiang Liu, Chunfeng Yuan, Yihua Huang
A Time-Cost Based Automatic Scheduling Framework for Matrix Computation on Various Distributed Computing Platforms. IPDPS Workshops (2016)
Peng Shu, Rong Gu, Qianhao Dong, Chunfeng Yuan, Yihua Huang
Accelerating Big Data Applications on Tiered Storage System with Various Eviction Policies. Trustcom/BigDataSE/ISPA (2016)
Peng Liu, Yihua Huang, Lei Meng, Siyuan Gong, Guopeng Zhang
Two-stage extreme learning machine for high-dimensional data. Int. J. Mach. Learn. Cybern. 7 (5) (2016)
Wei Ge, Min Chen, Chunfeng Yuan, Yihua Huang
An Adaptive Partition-Based Caching Approach for Efficient Range Queries on Key-Value Data. APWeb (2) (2016)
Bo Zhao, Yongji He, Chunfeng Yuan, Yihua Huang
Stock market prediction exploiting microblog sentiment analysis. IJCNN (2016)
Minmei Wang, Bo Zhao, Yihua Huang
PTR: Phrase-Based Topical Ranking for Automatic Keyphrase Extraction in Scientific Publications. ICONIP (4) (2016)
Bo Zhao, Hucheng Zhou, Guoqiang Li, Yihua Huang
ZenLDA: An Efficient and Scalable Topic Model Training System on Distributed Data-Parallel Platform. CoRR (2015)
Rong Gu, Yun Tang, Qianhao Dong, Zhaokang Wang, Zhiqiang Liu, Shuai Wang, Chunfeng Yuan, Yihua Huang
Unified Programming Model and Software Framework for Big Data Machine Learning and Data Analytics. COMPSAC Workshops (2015)
Rong Gu, Lei Jin, Yongwei Wu, Jingying Qu, Tao Wang, Xiaojun Wang, Chunfeng Yuan, Yihua Huang
Parallel Training GBRT Based on KMeans Histogram Approximation for Big Data. ICA3PP (2) (2015)
Shengsheng Shi, Chengfei Liu, Yi Shen, Chunfeng Yuan, Yihua Huang
AutoRM: An effective approach for automatic Web data record mining. Knowl. Based Syst. 89 (2015)
Rong Gu, Shanyong Wang, Fangfang Wang, Chunfeng Yuan, Yihua Huang
Cichlid: Efficient Large Scale RDFS/OWL Reasoning with Spark. IPDPS (2015)
Zhaokang Wang, Shiqing Fan, Rong Gu, Chunfeng Yuan, Yihua Huang
iPLAR: Towards Interactive Programming with Parallel Linear Algebra in R. ICA3PP (4) (2015)
David A. Bader, Yihua Huang, Ananth Kalyanaraman
ParLearning Keynotes. IPDPS Workshops (2015)
Rong Gu, Yun Tang, Zhaokang Wang, Shuai Wang, Xusen Yin, Chunfeng Yuan, Yihua Huang
Efficient large scale distributed matrix computation with spark. IEEE BigData (2015)
Hongjian Qiu, Rong Gu, Chunfeng Yuan, Yihua Huang
YAFIM: A Parallel Frequent Itemset Mining Algorithm with Spark. IPDPS Workshops (2014)
Lei Jin, Zhaokang Wang, Rong Gu, Chunfeng Yuan, Yihua Huang
Training Large Scale Deep Neural Networks on the Intel Xeon Phi Many-Core Coprocessor. IPDPS Workshops (2014)
Shengsheng Shi, Chengfei Liu, Chunfeng Yuan, Yihua Huang
Multi-feature and DAG-Based Multi-tree Matching Algorithm for Automatic Web Data Mining. WI-IAT (2) (2014)
Wei Ge, Yihua Huang, Di Zhao, Shengmei Luo, Chunfeng Yuan, Wenhui Zhou, Yun Tang, Juan Zhou
CinHBa: A Secondary Index with Hotscore Caching Policy on Key-Value Data Store. ADMA (2014)
Rong Gu, Wei Hu, Yihua Huang
Rainbow: A distributed and hierarchical RDF triple store with dynamic scalability. IEEE BigData (2014)
Rong Gu, Xiaoliang Yang, Jinshuang Yan, Yuanhao Sun, Bing Wang, Chunfeng Yuan, Yihua Huang
SHadoop: Improving MapReduce performance by optimizing job execution mechanism in Hadoop clusters. J. Parallel Distributed Comput. 74 (3) (2014)
Shen Yi, Shengsheng Shi, Haitao Wang, Wu Wei, Chunfeng Yuan, Yihua Huang
Parallel Approach and Platform for Large-Scale WEB Data Extraction. CBD (2013)
Wenhui Zhou, Chunfeng Yuan, Rong Gu, Yihua Huang
Large Scale Nearest Neighbors Search Based on Neighborhood Graph. CBD (2013)
Shengsheng Shi, Fuliang Quan, Tao Xie, Chunfeng Yuan, Yihua Huang
Layered and Weighted Tree Matching Algorithm for Automatic Web Data Records Recognition. IEEE WISA (2013)
Wu Wei, Shengsheng Shi, Yulong Liu, Haitao Wang, Chunfeng Yuan, Yihua Huang
Extraction Rule Language for Web Information Extraction and Integration. IEEE WISA (2013)
Shengsheng Shi, Wu Wei, Yulong Liu, Haitao Wang, Lei Luo, Chunfeng Yuan, Yihua Huang
NEXIR: A Novel Web Extraction Rule Language toward a Three-Stage Web Data Extraction Model. WISE (1) (2013)
Rong Gu, Furao Shen, Yihua Huang
A parallel computing platform for training large scale neural networks. IEEE BigData (2013)
Yihua Huang, Kin Wai Michael Siu
Reception of Space: Inspiring Design without a Designer. HCI (20) (2013)
Jian Zhang, Chunfeng Yuan, Yihua Huang
Parallelized Similarity Flooding Algorithm for Processing Large Scale Graph Datasets with MapReduce. PDCAT (2012)
Yongzhuang Wei, Shuai Wang, Chunfeng Yuan, Yihua Huang
Parallelized Near-Duplicate Document Detection Algorithm for Large Scale Chinese Web Pages. PDCAT (2012)
Jinshuang Yan, Xiaoliang Yang, Rong Gu, Chunfeng Yuan, Yihua Huang
Performance Optimization for Short MapReduce Job Execution in Hadoop. CGC (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yihua Huang