Sourcing strategies in supply risk management: An approximate dynamic programming approach. - Jiarui Fang; Lei Zhao 009; Jan C. Fransoo; Tom Van Woensel (Comput. Oper. Res., 2013)

Optimizing Complex Spatially-Variant Coefficient Stencils for Seismic Modeling on GPU. - Jiarui Fang; Haohuan Fu; He Zhang; Wei Wu; Nanxun Dai; Lin Gan; Guangwen Yang (ICPADS, 2015)

Cache-Friendly Design for Complex Spatially-Variable Coefficient Stencils on Many-Core Architectures. - Jiarui Fang; Haohuan Fu; Guangwen Yang (HiPC, 2016)

Refactoring and optimizing the community atmosphere model (CAM) on the sunway taihulight supercomputer. - Haohuan Fu; Junfeng Liao; Wei Xue 003; Lanning Wang; Dexun Chen; Long Gu; Jinxiu Xu 001; Nan Ding 006; Xinliang Wang; Conghui He; Shizhen Xu; Yishuang Liang; et al. (SC, 2016)

swDNN: A Library for Accelerating Deep Learning Applications on Sunway TaihuLight. - Jiarui Fang; Haohuan Fu; Wenlai Zhao; Bingwei Chen; Weijie Zheng 001; Guangwen Yang (IPDPS, 2017)

SW-AES: Accelerating AES Algorithm on the Sunway TaihuLight. - Liandeng Li; Jiarui Fang; Jinlei Jiang; Lin Gan; Weijie Zheng 001; Haohuan Fu; Guangwen Yang (ISPA/IUCC, 2017)

Parallel Multiclass Support Vector Machine for Remote Sensing Data Classification on Multicore and Many-Core Architectures. - Weijia Li; Haohuan Fu; Yang You 001; Le Yu 001; Jiarui Fang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

swCaffe: A Parallel Framework for Accelerating Deep Learning Applications on Sunway TaihuLight. - Liandeng Li; Jiarui Fang; Haohuan Fu; Jinlei Jiang; Wenlai Zhao; Conghui He; Xin You; Guangwen Yang (CLUSTER, 2018)

Semantic Segmentation Based Building Extraction Method Using Multi-Source GIS Map Datasets and Satellite Imagery. - Weijia Li; Conghui He; Jiarui Fang; Haohuan Fu (CVPR Workshops, 2018)

A dynamic agricultural prediction system for large-scale drought assessment on the Sunway TaihuLight supercomputer. - Xiao Huang; Chaoqing Yu; Jiarui Fang; Guorui Huang; Shaoqiang Ni; Jim W. Hall; Conrad Zorn; Xiaomeng Huang; Wenyuan Zhang (Comput. Electron. Agric., 2018)

Optimizing Convolutional Neural Networks on the Sunway TaihuLight Supercomputer. - Wenlai Zhao; Haohuan Fu; Jiarui Fang; Weijie Zheng 001; Lin Gan; Guangwen Yang (ACM Trans. Archit. Code Optim., 2018)

swATOP: Automatically Optimizing Deep Learning Operators on SW26010 Many-Core Processor. - Wei Gao; Jiarui Fang; Wenlai Zhao; Jinzhe Yang; Long Wang 014; Lin Gan; Haohuan Fu; Guangwen Yang (ICPP, 2019)

RedSync: Reducing synchronization bandwidth for distributed deep learning training system. - Jiarui Fang; Haohuan Fu; Guangwen Yang; Cho-Jui Hsieh (J. Parallel Distributed Comput., 2019)

Semantic Segmentation-Based Building Footprint Extraction Using Very High-Resolution Satellite Images and Multi-Source GIS Data. - Weijia Li; Conghui He; Jiarui Fang; Juepeng Zheng; Haohuan Fu; Le Yu 001 (Remote. Sens., 2019)

Efficient AES implementation on Sunway TaihuLight supercomputer: A systematic approach. - Liandeng Li; Jiarui Fang; Jinlei Jiang; Lin Gan; Weijie Zheng 001; Haohuan Fu; Guangwen Yang (J. Parallel Distributed Comput., 2020)

TurboTransformers: an efficient GPU serving system for transformer models. - Jiarui Fang; Yang Yu; Chengduo Zhao; Jie Zhou 016 (PPoPP, 2021)

PatrickStar: Parallel Training of Pre-trained Models via a Chunk-based Memory Management. - Jiarui Fang; Yang Yu; Shenggui Li; Yang You 001; Jie Zhou 016 (CoRR, 2021)

RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining. - Hui Su; Weiwei Shi; Xiaoyu Shen 001; Xiao Zhou 004; Tuo Ji; Jiarui Fang; Jie Zhou 016 (ACL (1), 2022)

A Frequency-aware Software Cache for Large Recommendation System Embeddings. - Jiarui Fang; Geng Zhang; Jiatong Han; Shenggui Li; Zhengda Bian; Yongbin Li; Jin Liu; Yang You 001 (CoRR, 2022)

EnergonAI: An Inference System for 10-100 Billion Parameter Transformer Models. - Jiangsu Du; Ziming Liu; Jiarui Fang; Shenggui Li; Yongbin Li; Yutong Lu; Yang You 001 (CoRR, 2022)

Elixir: Train a Large Language Model on a Small GPU Cluster. - Haichen Huang; Jiarui Fang; Hongxin Liu; Shenggui Li; Yang You 001 (CoRR, 2022)

Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training. - Shenggui Li; Hongxin Liu; Zhengda Bian; Jiarui Fang; Haichen Huang; Yuliang Liu; Boxiang Wang; Yang You 001 (ICPP, 2023)

Colossal-Auto: Unified Automation of Parallelization and Activation Checkpoint for Large-scale Models. - Yuliang Liu; Shenggui Li; Jiarui Fang; Yanjun Shao; Boyuan Yao; Yang You 001 (CoRR, 2023)

Parallel Training of Pre-Trained Models via Chunk-Based Dynamic Memory Management. - Jiarui Fang; Zilin Zhu; Shenggui Li; Hui Su; Yang Yu; Jie Zhou 016; Yang You 001 (IEEE Trans. Parallel Distributed Syst., 2023)

Brief Analysis of False Data Injection Attacks Based on Two Data Modalities in IoTs-based Solar Insecticidal Lamps. - Qin Su; Lei Shu 001; Qingsong Zhao; Xing Yang 001; Zitian Jiang; Jiarui Fang; Huihsin Chin (INDIN, 2024)

FastFold: Optimizing AlphaFold Training and Inference on GPU Clusters. - Shenggan Cheng; Xuanlei Zhao; Guangyang Lu; Jiarui Fang; Tian Zheng; Ruidong Wu; Xiwen Zhang; Jian Peng 001; Yang You 001 (PPoPP, 2024)

AutoChunk: Automated Activation Chunk for Memory-Efficient Long Sequence Inference. - Xuanlei Zhao; Shenggan Cheng; Guangyang Lu; Jiarui Fang; Haotian Zhou; Bin Jia; Ziming Liu; Yang You 001 (CoRR, 2024)

USP: A Unified Sequence Parallelism Approach for Long Context Generative AI. - Jiarui Fang; Shangchun Zhao (CoRR, 2024)

PipeFusion: Displaced Patch Pipeline Parallelism for Inference of Diffusion Transformer Models. - Jiannan Wang; Jiarui Fang; Aoyu Li; PengCheng Yang (CoRR, 2024)

LoongTrain: Efficient Training of Long-Sequence LLMs with Head-Context Parallelism. - Diandian Gu; Peng Sun 006; Qinghao Hu 004; Ting Huang; Xun Chen; Yingtong Xiong; Guoteng Wang; Qiaoling Chen; Shangchun Zhao; Jiarui Fang; Yonggang Wen 001; Tianwei Zhang 004; et al. (CoRR, 2024)

xDiT: an Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism. - Jiarui Fang; Jinzhe Pan; Xibo Sun; Aoyu Li; Jiannan Wang (CoRR, 2024)

Unveiling Redundancy in Diffusion Transformers (DiTs): A Systematic Study. - Xibo Sun; Jiarui Fang; Aoyu Li; Jinzhe Pan (CoRR, 2024)

FDI-SIL. - Qin Su; Lei Shu 001; Qingsong Zhao; Zitian Jiang; Jiarui Fang (IEEE DataPort, 2024)