Dejun Jiang

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 23

Top Topics

Machine Learning

Storage Devices

Top Venues

Briefings Bioinform.

Publications

Haotian Zhang, Jintu Zhang, Huifeng Zhao, Dejun Jiang, Yafeng Deng
Infinite Physical Monkey: Do Deep Learning Methods Really Perform Better in Conformation Generation? CoRR (2023)
Huibao Huang, Shujun Ju, Wei Duan, Dejun Jiang, Zhiliang Gao, Heng Liu
Landslide Monitoring along the Dadu River in Sichuan Based on Sentinel-1 Multi-Temporal InSAR. Sensors 23 (7) (2023)
Ercheng Wang, Weitao Fu, Dejun Jiang, Huiyong Sun, Junmei Wang, Xujun Zhang, Gaoqi Weng, Hui Liu, Peng Tao, Tingjun Hou
VAD-MM/GBSA: A Variable Atomic Dielectric MM/GBSA Model for Improved Accuracy in Protein-Ligand Binding Free Energy Calculations. J. Chem. Inf. Model. 61 (6) (2021)
Zhenxing Wu, Dejun Jiang, Chang-Yu Hsieh, Guangyong Chen, Ben Liao, Dong-Sheng Cao, Tingjun Hou
Hyperbolic relational graph convolution networks plus: a simple but highly efficient QSAR-modeling method. Briefings Bioinform. 22 (5) (2021)
Jike Wang, Chang-Yu Hsieh, Mingyang Wang, Xiaorui Wang, Zhenxing Wu, Dejun Jiang, Benben Liao, Xujun Zhang, Bo Yang, Qiaojun He, Dongsheng Cao, Xi Chen, Tingjun Hou
Multi-constraint molecular generation based on conditional transformer, knowledge distillation and reinforcement learning. Nat. Mach. Intell. 3 (10) (2021)
Qing Ye, Xin Chai, Dejun Jiang, Liu Yang, Chao Shen, Xujun Zhang, Dan Li, Dong-Sheng Cao, Tingjun Hou
Identification of active molecules against Mycobacterium tuberculosis through machine learning. Briefings Bioinform. 22 (5) (2021)
Zhenxing Wu, Minfeng Zhu, Yu Kang, Elaine Lai-Han Leung, Tailong Lei, Chao Shen, Dejun Jiang, Zhe Wang, Dong-Sheng Cao, Tingjun Hou
Do we need different machine learning algorithms for QSAR modeling? A comprehensive assessment of 16 machine learning algorithms on 14 QSAR data sets. Briefings Bioinform. 22 (4) (2021)
Dejun Jiang, Zhenxing Wu, Chang-Yu Hsieh, Guangyong Chen, Ben Liao, Zhe Wang, Chao Shen, Dong-Sheng Cao, Jian Wu, Tingjun Hou
Could graph neural networks learn better molecular representation for drug discovery? A comparison study of descriptor-based and graph-based models. J. Cheminformatics 13 (1) (2021)
Liuying Ma, Zhenqing Liu, Jin Xiong, Dejun Jiang
QWin: Enforcing Tail Latency SLO at Shared Storage Backend. CoRR (2021)
Yuhao Lu, Zhenqing Liu, Dejun Jiang, Liuying Ma, Jin Xiong
A Micro-Service based Approach for Constructing Distributed Storage System. CoRR (2021)
Yijie Shen, Jin Xiong, Dejun Jiang
Using Vectorized Execution to Improve SQL Query Performance on Spark. ICPP (2021)
Dejun Jiang, Tailong Lei, Zhe Wang, Chao Shen, Dong-Sheng Cao, Tingjun Hou
ADMET evaluation in drug discovery. 20. Prediction of breast cancer resistance protein inhibition through machine learning. J. Cheminformatics 12 (1) (2020)
Wen-Jie Li, Dejun Jiang, Jin Xiong, Yungang Bao
HiLSM: an LSM-based key-value store for hybrid NVM-SSD storage systems. CF (2020)
Yijie Shen, Jin Xiong, Dejun Jiang
SrSpark: Skew-resilient Spark based on Adaptive Parallel Processing. ICPADS (2020)
Zhenyu Leng, Dejun Jiang, Liuying Ma, Jin Xiong
Gecko: Guaranteeing Latency SLO on a Multi-Tenant Distributed Storage System. ICPADS (2020)
Shukai Han, Dejun Jiang, Jin Xiong
SplitKV: Splitting IO Paths for Different Sized Key-Value Items with Advanced Storage Devices. HotStorage (2020)
Yijie Shen, Guangzhong Yao, Sijie Guo, Jin Xiong, Dejun Jiang
A Unified Storage System for Whole-Time-Range Data Analytics over Unbounded Data. ISPA/BDCloud/SocialCom/SustainCom (2019)
Ying Wang, Dejun Jiang, Jin Xiong
Caching or Not: Rethinking Virtual File System for Non-Volatile Main Memory. HotStorage (2018)
Fengfeng Pan, Jin Xiong, Yijie Shen, Tianshi Wang, Dejun Jiang
H-Scheduler: Storage-Aware Task Scheduling for Heterogeneous-Storage Spark Clusters. ICPADS (2018)
Fei Xia, Dejun Jiang, Jin Xiong, Ninghui Sun
HiKV: A Hybrid Index Key-Value Store for DRAM-NVM Memory Systems. USENIX Annual Technical Conference (2017)
Wei Wei, Dejun Jiang, Jin Xiong, Mingyu Chen
HAP: Hybrid-Memory-Aware Partition in Shared Last-Level Cache. ACM Trans. Archit. Code Optim. 14 (3) (2017)
Fei Liu, Dejun Jiang, Huan Zhang, Jing Chen, Jun Wang, Jin Xiong
异构存储感知的Ceph存储系统数据放置方法 (Heterogeneous Storage Aware Data Placement of Ceph Storage System). 计算机科学 44 (6) (2017)
Yuanjiang Ni, Ji Jiang, Dejun Jiang, Xiaosong Ma, Jin Xiong, Yuangang Wang
S-RAC: SSD Friendly Caching for Data Center Workloads. SYSTOR (2016)
Wei Wei, Dejun Jiang, Sally A. McKee, Jin Xiong, Mingyu Chen
Exploiting Program Semantics to Place Data in Hybrid Memory. PACT (2015)
Fei Xia, Dejun Jiang, Jin Xiong, Ninghui Sun
A Survey of Phase Change Memory Systems. J. Comput. Sci. Technol. 30 (1) (2015)
Wei Wei, Dejun Jiang, Jin Xiong, Mingyu Chen
HAP: Hybrid-memory-Aware Partition in shared Last-Level Cache. ICCD (2014)
Fei Xia, Dejun Jiang, Jin Xiong, Mingyu Chen, Lixin Zhang, Ninghui Sun
DWC: dynamic write consolidation for phase change memory systems. ICS (2014)
Fei Xia, Dejun Jiang, Jin Xiong, Ninghui Sun
Write-aware random page initialization for non-volatile memory systems. ICCD (2014)
Fei Xia, Dejun Jiang, Jin Xiong
Energy efficient page initialization for storage class memory. NVMSA (2014)
Wei Wei, Dejun Jiang, Jin Xiong, Mingyu Chen
Exploring Opportunities for Non-volatile Memories in Big Data Applications. BPOE@ASPLOS/VLDB (2014)
Dejun Jiang, Yukun Che, Jin Xiong, Xiaosong Ma
uCache: A Utility-Aware Multilevel SSD Cache Management Policy. HPCC/EUC (2013)
Dejun Jiang, Guillaume Pierre, Chi-Hung Chi
Resource Provisioning of Web Applications in Heterogeneous Clouds. WebApps (2011)
Dejun Jiang, Guillaume Pierre, Chi-Hung Chi
Autonomous resource provisioning for multi-service web applications. WWW (2010)
Dejun Jiang, Guillaume Pierre, Chi-Hung Chi
EC2 Performance Analysis for Resource Provisioning of Service-Oriented Applications. ICSOC/ServiceWave Workshops (2009)
Weihong Song, Dejun Jiang, Chi-Hung Chi, Pengfei Jia, Xintong Zhou, Gen Zou
Gossip-Based Workload Prediction and Process Model for Composite Workflow Service. SERVICES I (2009)
Zhou Wei, Dejun Jiang, Guillaume Pierre, Chi-Hung Chi, Maarten van Steen
Service-oriented data denormalization for scalable web applications. WWW (2008)
Lihong He, Dejun Jiang, Lan Liu, Jingang Liu
Nondestructive Testing System for Eggshells Based on DSP. CCTA (2007)
Dejun Jiang, Chi-Hung Chi, Lin Liu
An RDF-based annotation framework for providing web resources integrity. IRI (2006)