Yutong Lu

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 170

Top Venues

CoRR

IEEE Trans. Parallel Distributed Syst.

ICPADS

BIBM

Publications

Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen
Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference. INFOCOM (2024)
Fuyu Wang, Minghua Shen, Yutong Lu, Nong Xiao
TensorMap: A Deep RL-Based Tensor Mapping Framework for Spatial Accelerators. IEEE Trans. Computers 73 (8) (2024)
Jiazhi Jiang, Dan Huang, Hu Chen, Yutong Lu, Xiangke Liao
HTDcr: a job execution framework for high-throughput computing on supercomputers. Sci. China Inf. Sci. 67 (1) (2024)
Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen
Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference. CoRR (2024)
Fudan Zheng, Mengfei Li, Ying Wang, Weijiang Yu, Ruixuan Wang, Zhiguang Chen, Nong Xiao, Yutong Lu
Intensive Vision-guided Network for Radiology Report Generation. CoRR (2024)
Shengbo Wu, Haonan Zhou, Danlei Chen, Yutong Lu, Yanni Li, Jianjun Qiao
Multi-omic analysis tools for microbial metabolites prediction. Briefings Bioinform. 25 (4) (2024)
Yuansong Zeng, Mai Luo, Ningyuan Shangguan, Peiyu Shi, Junxi Feng, Jin Xu, Ken Chen, Yutong Lu, Weijiang Yu, Yuedong Yang
Deciphering cell types by integrating scATAC-seq data with genome sequences. Nat. Comput. Sci. 4 (4) (2024)
Jiangsu Du, Dong-Sheng Li, Yingpeng Wen, Jiazhi Jiang, Dan Huang, Xiangke Liao, Yutong Lu
SAIH: A Scalable Evaluation Methodology for Understanding AI Performance Trend on HPC Systems. J. Comput. Sci. Technol. 39 (2) (2024)
Zejia Lin, Aoyuan Sun, Xianwei Zhang, Yutong Lu
MixPert: Optimizing Mixed-Precision Floating-Point Emulation on GPU Integer Tensor Cores. LCTES (2024)
Fudan Zheng, Jindong Cao, Weijiang Yu, Zhiguang Chen, Nong Xiao, Yutong Lu
Exploring Low-Resource Medical Image Classification with Weakly Supervised Prompt Learning. CoRR (2024)
Bin Meng, Yutong Lu, Ying Jiang
Solving Partial Differential Equations in Different Domains by Operator Learning method Based on Boundary Integral Equations. CoRR (2024)
Jiabin Xie, Guangnan Feng, Han Huang, Junxuan Feng, Zhiguang Chen, Yutong Lu
Extreme-scale Direct Numerical Simulation of Incompressible Turbulence on the Heterogeneous Many-core System. PPoPP (2024)
Fudan Zheng, Jindong Cao, Weijiang Yu, Zhiguang Chen, Nong Xiao, Yutong Lu
Exploring low-resource medical image classification with weakly supervised prompt learning. Pattern Recognit. 149 (2024)
Yuanxin Wei, Shengyuan Ye, Jiazhi Jiang, Xu Chen, Dan Huang, Jiangsu Du, Yutong Lu
Communication-Efficient Model Parallelism for Distributed In-Situ Transformer Inference. DATE (2024)
Jiangsu Du, Jinhui Wei, Jiazhi Jiang, Shenggan Cheng, Dan Huang, Zhiguang Chen, Yutong Lu
Liger: Interleaving Intra- and Inter-Operator Parallelism for Distributed Large Model Inference. PPoPP (2024)
Qing Mo, Zexin Xu, Hui Yan, Pin Chen, Yutong Lu
VSTH: a user-friendly web server for structure-based virtual screening on Tianhe-2. Bioinform. 39 (1) (2023)
Yongquan Feng, Liyang Xu, Wanrong Huang, Wenjing Yang, Yutong Lu
PEPC: Parallel and Extensible PC Implementation for Causal Structure Learning. HP3C (2023)
Rui Jiao, Wenbing Huang, Peijia Lin, Jiaqi Han, Pin Chen, Yutong Lu, Yang Liu
Crystal Structure Prediction by Joint Equivariant Diffusion. NeurIPS (2023)
Jiazhi Jiang, Jiangsu Du, Dan Huang, Zhiguang Chen, Yutong Lu, Xiangke Liao
Full-Stack Optimizing Transformer Inference on ARM Many-Core CPU. IEEE Trans. Parallel Distributed Syst. 34 (7) (2023)
Klin Li, Yutong Lu
A Transformer-Based Framework for Parameter Learning of a Land Surface Hydrological Process Model. Remote. Sens. 15 (14) (2023)
Zibin Zheng, Weili Chen, Zhijie Zhong, Zhiguang Chen, Yutong Lu
Securing the Ethereum from Smart Ponzi Schemes: Identification Using Static Features. ACM Trans. Softw. Eng. Methodol. 32 (5) (2023)
Jiazhi Jiang, Zijiang Huang, Dan Huang, Jiangsu Du, Lin Chen, Ziguan Chen, Yutong Lu
Hierarchical Model Parallelism for Optimizing Inference on Many-core Processor via Decoupled 3D-CNN Structure. ACM Trans. Archit. Code Optim. 20 (3) (2023)
Zejia Lin, Zewei Mo, Xuanteng Huang, Xianwei Zhang, Yutong Lu
KeSCo: Compiler-based Kernel Scheduling for Multi-task GPU Applications. ICCD (2023)
Rui Jiao, Wenbing Huang, Peijia Lin, Jiaqi Han, Pin Chen, Yutong Lu, Yang Liu
Crystal Structure Prediction by Joint Equivariant Diffusion. CoRR (2023)
Gaojie Wu, Wei-Shi Zheng, Yutong Lu, Qi Tian
PSLT: A Light-Weight Vision Transformer With Ladder Self-Attention and Progressive Shift. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Jiangsu Du, Jiazhi Jiang, Jiang Zheng, Hongbin Zhang, Dan Huang, Yutong Lu
Improving Computation and Memory Efficiency for Real-world Transformer Inference on GPUs. ACM Trans. Archit. Code Optim. 20 (4) (2023)
Fudan Zheng, Yuedong Yang, Tianxin Lin, Shaoxu Wu, Yong Li, Yutong Lu, Ying Song, Zhiguang Chen, Huiying Zhao
Accurately Identifying Muscle-Invasive Bladder Cancer from MRI via Weakly Supervised Learning. BIBM (2023)
Shengguo Li, Xia Liao, Yutong Lu, José E. Román, Xiaoqiang Yue
A parallel structured banded DC algorithm for symmetric eigenvalue problems. CCF Trans. High Perform. Comput. 5 (2) (2023)
Guangnan Feng, Dezun Dong, Shizhen Zhao, Yutong Lu
GRAP: Group-level Resource Allocation Policy for Reconfigurable Dragonfly Network in HPC. ICS (2023)
Jiazhi Jiang, Rui Tian, Jiangsu Du, Dan Huang, Yutong Lu
MixRec: Orchestrating Concurrent Recommendation Model Training on CPU-GPU platform. ICCD (2023)
Jiazhi Jiang, Zijiang Huang, Dan Huang, Jiangsu Du, Yutong Lu
Accelerating Inference of 3D-CNN on ARMMany-core CPU via Hierarchical Model Partition. DATE (2023)
Xi Zhang, Xiaohu Guo, Yue Weng, Xianwei Zhang, Yutong Lu, Zhong Zhao
Hybrid MPI and CUDA paralleled finite volume unstructured CFD simulations on a multi-GPU system. Future Gener. Comput. Syst. 139 (2023)
Yupan Huang, Zaiqiao Meng, Fangyu Liu, Yixuan Su, Nigel Collier, Yutong Lu
Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models. CoRR (2023)
Jiang Zheng, Jiazhi Jiang, Jiangsu Du, Dan Huang, Yutong Lu
Optimizing massively parallel sparse matrix computing on ARM many-core processor. Parallel Comput. 117 (2023)
Yuansong Zeng, Rui Yin, Mai Luo, Jianing Chen, Zixiang Pan, Yutong Lu, Weijiang Yu, Yuedong Yang
Identifying spatial domain by adapting transcriptomics with histology through contrastive learning. Briefings Bioinform. 24 (2) (2023)
Gaojie Wu, Wei-Shi Zheng, Yutong Lu, Qi Tian
PSLT: A Light-weight Vision Transformer with Ladder Self-Attention and Progressive Shift. CoRR (2023)
Fudan Zheng, Luhao Wang, Yuxian Pang, Zhiguang Chen, Yutong Lu, Yuedong Yang, Jianfeng Wu
ShockSurv: A machine learning model to accurately predict 28-day mortality for septic shock patients in the intensive care unit. Biomed. Signal Process. Control. 86 (Part A) (2023)
Wencheng Shi, Nan Hu, Jiangsu Du, Dan Huang, Yutong Lu
Enhancing Multi-physics Coupling on ARM Many-Core Cluster. APPT (2023)
Yanci Zhang, Mengjia Xia, Mingyang Li, Haitao Mao, Yutong Lu, Yupeng Lan, Jinlin Ye, Rui Dai
Form 10-K Itemization. CoRR (2023)
Yuansong Zeng, Zhuoyi Wei, Qianmu Yuan, Sheng Chen, Weijiang Yu, Yutong Lu, Jianzhao Gao, Yuedong Yang
Identifying B-cell epitopes using AlphaFold2 predicted structures and pretrained language model. Bioinform. 39 (4) (2023)
Nan Hu, Chenglu Yan, Zhiguang Chen, Yutong Lu
FinD: Fine-grained Dynamic Task Scheduling with Lightweight Threads on Many-core Processors. ISPA/BDCloud/SocialCom/SustainCom (2023)
Xinzi Cao, Xiawu Zheng, Yunhang Shen, Ke Li, Jie Chen, Yutong Lu, Yonghong Tian
LocLoc: Low-level Cues and Local-area Guides for Weakly Supervised Object Localization. ACM Multimedia (2023)
Guangnan Feng, Dezun Dong, Yutong Lu
Optimized MPI collective algorithms for dragonfly topology. ICS (2022)
Yue Weng, Tianao Ge, Xi Zhang, Xianwei Zhang, Yutong Lu
RAISE: Efficient GPU Resource Management via Hybrid Scheduling. CCGRID (2022)
Zewei Mo, Zejia Lin, Xianwei Zhang, Yutong Lu
moTuner: a compiler-based auto-tuning approach for mixed-precision operators. CF (2022)
Xia Liao, Yixian Shen, Shengguo Li, Yutong Lu, Yufei Du, Zhiguang Chen
Optimizing data query performance of Bi-cluster for large-scale scientific data in supercomputers. J. Supercomput. 78 (2) (2022)
Jiangsu Du, Yunfei Du, Dan Huang, Yutong Lu, Xiangke Liao
Enhancing Distributed In-Situ CNN Inference in the Internet of Things. IEEE Internet Things J. 9 (17) (2022)
Pin Chen, Rui Jiao, Jinyu Liu, Yang Liu, Yutong Lu
Interpretable Graph Transformer Network for Predicting Adsorption Isotherms of Metal-Organic Frameworks. J. Chem. Inf. Model. 62 (22) (2022)
Yuansong Zeng, Zhuoyi Wei, Fengqi Zhong, Zixiang Pan, Yutong Lu, Yuedong Yang
A parameter-free deep embedded clustering method for single-cell RNA-seq data. Briefings Bioinform. 23 (5) (2022)
Jiangsu Du, Ziming Liu, Jiarui Fang, Shenggui Li, Yongbin Li, Yutong Lu, Yang You
EnergonAI: An Inference System for 10-100 Billion Parameter Transformer Models. CoRR (2022)
Yuansong Zeng, Zhuoyi Wei, Weijiang Yu, Rui Yin, Yuchen Yuan, Bingling Li, Zhonghui Tang, Yutong Lu, Yuedong Yang
Spatial transcriptomics prediction from histology jointly through Transformer and graph neural networks. Briefings Bioinform. 23 (5) (2022)
Yinjin Fu, Yutong Lu, Zhiguang Chen, Yang Wu, Nong Xiao
Design and Simulation of Content-Aware Hybrid DRAM-PCM Memory System. IEEE Trans. Parallel Distributed Syst. 33 (7) (2022)
Jiahua Rao, Shuangjia Zheng, Yutong Lu, Yuedong Yang
Quantitative evaluation of explainable graph neural networks for molecular property prediction. Patterns 3 (12) (2022)
Yuansong Zeng, Zhuoyi Wei, Zixiang Pan, Yutong Lu, Yuedong Yang
A robust and scalable graph neural network for accurate single-cell classification. Briefings Bioinform. 23 (2) (2022)
Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking. CoRR (2022)
Tao Chen, Jie Ma, Yi Liu, Zhiguang Chen, Nong Xiao, Yutong Lu, Yinjin Fu, Chunyuan Yang, Mansheng Li, Songfeng Wu, Xue Wang, Dongsheng Li, Fuchu He, Henning Hermjakob, Yunping Zhu
iProX in 2021: connecting proteomics data sharing with big data. Nucleic Acids Res. 50 (D1) (2022)
Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking. ACM Multimedia (2022)
Jiazhi Jiang, Dan Huang, Jiangsu Du, Yutong Lu, Xiangke Liao
Optimizing small channel 3D convolution on GPU with tensor core. Parallel Comput. 113 (2022)
Jiazhi Jiang, Jiangsu Du, Dan Huang, Dongsheng Li, Jiang Zheng, Yutong Lu
Characterizing and Optimizing Transformer Inference on ARM Many-core Processor. ICPP (2022)
Jinxi Kuang, Minghua Shen, Yutong Lu, Nong Xiao
Exploiting data locality in memory for ORAM to reduce memory access overheads. DAC (2022)
Yuxiao Han, Jia Ma, Fei Li, Yubo Liu, Nong Xiao, Yutong Lu, Zhiguang Chen
A tail-tolerant cloud storage scheduling based on precise periodicity detection. CCF Trans. High Perform. Comput. 4 (3) (2022)
Jiangsu Du, Dongsheng Li, Yingpeng Wen, Jiazhi Jiang, Dan Huang, Xiangke Liao, Yutong Lu
SAIH: A Scalable Evaluation Methodology for Understanding AI Performance Trend on HPC Systems. CoRR (2022)
Jiangsu Du, Jiazhi Jiang, Yang You, Dan Huang, Yutong Lu
Handling heavy-tailed input of transformer inference on GPUs. ICS (2022)
Tianao Ge, Zewei Mo, Kan Wu, Xianwei Zhang, Yutong Lu
RollBin: reducing code-size via loop rerolling at binary level. LCTES (2022)
Zhe Sun, Shuangjia Zheng, Huiying Zhao, Zhangming Niu, Yutong Lu, Yi Pan, Yuedong Yang
To Improve Prediction of Binding Residues With DNA, RNA, Carbohydrate, and Peptide Via Multi-Task Deep Neural Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (6) (2022)
Haoyang Zhang, Junkang Wei, Zifeng Liu, Xun Liu, Yutian Chong, Yutong Lu, Huiying Zhao, Yuedong Yang
DGAT-onco: A differential analysis method to detect oncogenes by integrating functional information of mutations. BIBM (2021)
Yupan Huang, Bei Liu, Jianlong Fu, Yutong Lu
A Picture is Worth a Thousand Words: A Unified System for Diverse Captions and Rich Images Generation. ACM Multimedia (2021)
Yatao Yang, Zibin Zheng, Xiangdong Niu, Mingdong Tang, Yutong Lu, Xiangke Liao
A Location-Based Factorization Machine Model for Web Service QoS Prediction. IEEE Trans. Serv. Comput. 14 (5) (2021)
Zhiguang Chen, Yu-Bo Liu, Yong-Feng Wang, Yutong Lu
A GPU-Accelerated In-Memory Metadata Management Scheme for Large-Scale Parallel File Systems. J. Comput. Sci. Technol. 36 (1) (2021)
Yupan Huang, Zhaoyang Zeng, Yutong Lu
Be Specific, Be Clear: Bridging Machine and Human Captions by Scene-Guided Transformer. MMPT@ICMR (2021)
Yupan Huang, Bei Liu, Jianlong Fu, Yutong Lu
A Picture is Worth a Thousand Words: A Unified System for Diverse Captions and Rich Images Generation. CoRR (2021)
Yupan Huang, Hongwei Xue, Bei Liu, Yutong Lu
Unifying Multimodal Transformer for Bi-directional Image and Text Generation. ACM Multimedia (2021)
Xia Liao, Shengguo Li, Yutong Lu, José E. Román
A Parallel Structured Divide-and-Conquer Algorithm for Symmetric Tridiagonal Eigenvalue Problems. IEEE Trans. Parallel Distributed Syst. 32 (2) (2021)
Dongsheng Li, Dan Huang, Zhiguang Chen, Yutong Lu
Optimizing Massively Parallel Winograd Convolution on ARM Processor. ICPP (2021)
Yi Zhu, Yue Weng, Fengda Zhu, Xiaodan Liang, Qixiang Ye, Yutong Lu, Jianbin Jiao
Self-Motivated Communication Agent for Real-World Vision-Dialog Navigation. ICCV (2021)
Yupan Huang, Hongwei Xue, Bei Liu, Yutong Lu
Unifying Multimodal Transformer for Bi-directional Image and Text Generation. CoRR (2021)
Jiangsu Du, Xin Zhu, Minghua Shen, Yunfei Du, Yutong Lu, Nong Xiao, Xiangke Liao
Model Parallelism Optimization for Distributed Inference Via Decoupled CNN Structure. IEEE Trans. Parallel Distributed Syst. 32 (7) (2021)
Fengyang Xu, Guanbin Li, Yunfei Du, Zhiguang Chen, Yutong Lu
Multi-Layer Networks for Ensemble Precipitation Forecasts Postprocessing. AAAI (2021)
Hongzheng Chen, Minghua Shen, Nong Xiao, Yutong Lu
Krill: a compiler and runtime system for concurrent graph processing. SC (2021)
Xiaofeng Chen, Zhiguang Chen, Yutong Lu, Dan Huang
A Fine-grained Optimization to Winograd Convolution Based on Micro-architectural Features of CPU. ISPA/BDCloud/SocialCom/SustainCom (2021)
Fengyang Xu, Wencheng Shi, Yunfei Du, Zhiguang Chen, Yutong Lu
DeepPE: Emulating Parameterization in Numerical Weather Forecast Model Through Bidirectional Network. ECML/PKDD (5) (2021)
Yufeng Cai, Xiongjun Li, Zhe Sun, Yutong Lu, Huiying Zhao, Jack Hanson, Kuldip K. Paliwal, Thomas Litfin, Yaoqi Zhou, Yuedong Yang
SPOT-Fold: Fragment-Free Protein Structure Prediction Guided by Predicted Backbone Structure and Contact Map. J. Comput. Chem. 41 (8) (2020)
Sheng Chen, Zhe Sun, Lihua Lin, Zifeng Liu, Xun Liu, Yutian Chong, Yutong Lu, Huiying Zhao, Yuedong Yang
To Improve Protein Sequence Profile Prediction through Image Captioning on Pairwise Residue Distance Map. J. Chem. Inf. Model. 60 (1) (2020)
Chiaki Narisawa, Kenneth Sutherland, Yutong Lu, Akira Furusaki, Akira Sagawa, Tamotsu Kamishima
Validation of Fully Automatic Quantitative Software for Finger Joint Space Narrowing Progression for Rheumatoid Arthritis Patients. J. Digit. Imaging 33 (6) (2020)
Xuan Lv, Zhiguang Chen, Yutong Lu, Yuedong Yang
An End-to-end Oxford Nanopore Basecaller Using Convolution-augmented Transformer. BIBM (2020)
Yubo Liu, Yutong Lu, Zhiguang Chen, Ming Zhao
Pacon: Improving Scalability and Efficiency of Metadata Service through Partial Consistency. IPDPS (2020)
Yili Qu, Chufu Deng, Wanqi Su, Ying Wang, Yutong Lu, Zhiguang Chen
Multimodal Brain MRI Translation Focused on Lesions. ICMLC (2020)
Yubo Liu, Hongbo Li, Yutong Lu, Zhiguang Chen, Nong Xiao, Ming Zhao
HasFS: optimizing file system consistency mechanism on NVM-based hybrid storage architecture. Clust. Comput. 23 (4) (2020)
Peng Cheng, Yong Wang, Yutong Lu, Yunfei Du, Zhiguang Chen
UniIndex: An index and query middleware for parallel file systems. Concurr. Comput. Pract. Exp. 32 (9) (2020)
Xia Liao, Shengguo Li, Yutong Lu, José E. Román
A parallel structured divide-and-conquer algorithm for symmetric tridiagonal eigenvalue problems. CoRR (2020)
Yuansong Zeng, Xiang Zhou, Jiahua Rao, Yutong Lu, Yuedong Yang
Accurately Clustering Single-cell RNA-seq data by Capturing Structural Relations between Cells through Graph Convolutional Network. BIBM (2020)
Xinzhe Wu, Serge G. Petiton, Yutong Lu
A parallel generator of non-Hermitian matrices computed from given spectra. Concurr. Comput. Pract. Exp. 32 (20) (2020)
Shaoliang Peng, Xiaoyu Zhang, Wenhe Su, Dong Dong, Yutong Lu, Xiangke Liao, Kai Lu, Canqun Yang, Jie Liu, Weiliang Zhu, Dongqing Wei
High-Scalable Collaborated Parallel Framework for Large-Scale Molecular Dynamic Simulation on Tianhe-2 Supercomputer. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (3) (2020)
Yili Qu, Wanqi Su, Xuan Lv, Chufu Deng, Ying Wang, Yutong Lu, Zhiguang Chen, Nong Xiao
Synthesis of Registered Multimodal Medical Images with Lesions. ICANN (1) (2020)
Dan Huang, Yutong Lu
Improving the efficiency of HPC data movement on container-based virtual cluster. CCF Trans. High Perform. Comput. 2 (1) (2020)
Yutong Lu, Peng Cheng, Zhiguang Chen
Design and Implementation of the Tianhe-2 Data Storage and Management System. J. Comput. Sci. Technol. 35 (1) (2020)
Ying Song, Shuangjia Zheng, Zhangming Niu, Zhang-Hua Fu, Yutong Lu, Yuedong Yang
Communicative Representation Learning on Attributed Molecular Graphs. IJCAI (2020)
Xi Zhang, Xu Sun, Xiaohu Guo, Yunfei Du, Yutong Lu, Yang Liu
Re-evaluation of Atomic Operations and Graph Coloring for Unstructured Finite Volume GPU Simulations. SBAC-PAD (2020)
Yaobin Ke, Jiahua Rao, Huiying Zhao, Yutong Lu, Nong Xiao, Yuedong Yang
Accurate prediction of genome-wide RNA secondary structure profile based on extreme gradient boosting. Bioinform. 36 (17) (2020)
Weili Chen, Xiongfeng Guo, Zhiguang Chen, Zibin Zheng, Yutong Lu
Phishing Scam Detection on Ethereum: Towards Financial Security for Blockchain Ecosystem. IJCAI (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yutong Lu