Donglin Yang

According to our database, Donglin Yang authored at least 27 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Redundancy-Free and Load-Balanced TGNN Training With Hierarchical Pipeline Parallelism.

Yaqi Xia, Zheng Zhang, Donglin Yang, Chuang Hu, Xiaobo Zhou, Hongyang Chen, Qianlong Sang, Dazhao Cheng

IEEE Trans. Parallel Distributed Syst., November, 2024

Raptor-T: A Fused and Memory-Efficient Sparse Transformer for Long and Variable-Length Sequences.

Hulin Wang, Donglin Yang, Yaqi Xia, Zheng Zhang, Qigang Wang, Jianping Fan, Xiaobo Zhou, Dazhao Cheng

IEEE Trans. Computers, July, 2024

MPMoE: Memory Efficient MoE for Pre-Trained Models With Adaptive Pipeline Parallelism.

Zheng Zhang, Yaqi Xia, Hulin Wang, Donglin Yang, Chuang Hu, Xiaobo Zhou, Dazhao Cheng

IEEE Trans. Parallel Distributed Syst., June, 2024

Towards Realistic UAV Vision-Language Navigation: Platform, Benchmark, and Methodology.

Xiangyu Wang, Donglin Yang, Ziqin Wang, Hohin Kwan, Jinyu Chen, Wenjun Wu, Hongsheng Li, Yue Liao, Si Liu

CoRR, 2024

SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups.

Yongxing Zhang, Donglin Yang, Renjie Liao

CoRR, 2024

MCFuser: High-Performance and Rapid Fusion of Memory-Bound Compute-Intensive Operators.

Zheng Zhang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng

Proceedings of the International Conference for High Performance Computing, 2024

Scaling New Heights: Transformative Cross-GPU Sampling for Training Billion-Edge Graphs.

Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng

Proceedings of the International Conference for High Performance Computing, 2024

Accelerating Distributed DLRM Training with Optimized TT Decomposition and Micro-Batching.

Weihu Wang, Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng

Proceedings of the International Conference for High Performance Computing, 2024

ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation.

Bo Zhang, Xinyu Cai, Jiakang Yuan, Donglin Yang, Jianfei Guo, Xiangchao Yan, Renqiu Xia, Botian Shi, Min Dou, Tao Chen, Si Liu, Junchi Yan, Yu Qiao

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Realistic Rainy Weather Simulation for LiDARs in CARLA Simulator.

Donglin Yang, Zhenfeng Liu, Wentao Jiang, Guohang Yan, Xing Gao, Botian Shi, Si Liu, Xinyu Cai

CoRR, 2023

On Sparse Modern Hopfield Model.

Jerry Yao-Chieh Hu, Donglin Yang, Dennis Wu, Chenwei Xu, Bo-Yu Chen, Han Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism.

Zheng Zhang, Donglin Yang, Yaqi Xia, Liang Ding, Dacheng Tao, Xiaobo Zhou, Dazhao Cheng

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Redundancy-Free High-Performance Dynamic GNN Training with Hierarchical Pipeline Parallelism.

Yaqi Xia, Zheng Zhang, Hulin Wang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng

Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, 2023

2022

Joint Optimization of MapReduce Scheduling and Network Policy in Hierarchical Data Centers.

Donglin Yang, Dazhao Cheng, Wei Rang, Yu Wang

IEEE Trans. Cloud Comput., 2022

Open Relation Extraction via Query-Based Span Prediction.

Huifan Yang, Da-Wei Li, Zekun Li, Donglin Yang, Jinsheng Qi, Bin Wu

Proceedings of the Knowledge Science, Engineering and Management, 2022

Open Relation Extraction with Non-existent and Multi-span Relationships.

Huifan Yang, Da-Wei Li, Zekun Li, Donglin Yang, Bin Wu

Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning, 2022

Adaptive Model Design for Markov Decision Process.

Siyu Chen, Donglin Yang, Jiayang Li, Senmiao Wang, Zhuoran Yang, Zhaoran Wang

Proceedings of the International Conference on Machine Learning, 2022

Resolving Copycat Problems in Visual Imitation Learning via Residual Action Prediction.

Chia-Chi Chuang, Donglin Yang, Chuan Wen, Yang Gao

Proceedings of the Computer Vision - ECCV 2022, 2022

TsERL: Two-stage Enhancement of Radical and Lexicon for Chinese Medical Named Entity Recognition.

Donglin Yang, Huifan Yang, Bin Wu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

Data Life Aware Model Updating Strategy for Stream-Based Online Deep Learning.

Wei Rang, Donglin Yang, Dazhao Cheng, Yu Wang

IEEE Trans. Parallel Distributed Syst., 2021

Scalable Data Management on Hybrid Memory System for Deep Neural Network Applications.

Wei Rang, Donglin Yang, Zhimin Li, Dazhao Cheng

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Mitigating Stragglers in the Decentralized Training on Heterogeneous Clusters.

Donglin Yang, Wei Rang, Dazhao Cheng

Proceedings of the Middleware '20: 21st International Middleware Conference, 2020

Efficient GPU Memory Management for Nonlinear DNNs.

Donglin Yang, Dazhao Cheng

Proceedings of the HPDC '20: The 29th International Symposium on High-Performance Parallel and Distributed Computing, 2020

Data Life Aware Model Updating Strategy for Stream-based Online Deep Learning.

Wei Rang, Donglin Yang, Dazhao Cheng, Kun Suo, Wei Chen

Proceedings of the IEEE International Conference on Cluster Computing, 2020

A Shared Memory Cache Layer across Multiple Executors in Apache Spark.

Wei Rang, Donglin Yang, Dazhao Cheng

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Elastic Executor Provisioning for Iterative Workloads on Apache Spark.

Donglin Yang, Wei Rang, Dazhao Cheng, Yu Wang, Jiannan Tian, Dingwen Tao

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Joint Optimization of MapReduce Scheduling and Network Policy in Hierarchical Clouds.

Donglin Yang, Wei Rang, Dazhao Cheng

Proceedings of the 47th International Conference on Parallel Processing, 2018