Joint Optimization of MapReduce Scheduling and Network Policy in Hierarchical Clouds. - Donglin Yang; Wei Rang; Dazhao Cheng (ICPP, 2018)

Elastic Executor Provisioning for Iterative Workloads on Apache Spark. - Donglin Yang; Wei Rang; Dazhao Cheng; Yu Wang 003; Jiannan Tian; Dingwen Tao (IEEE BigData, 2019)

A Shared Memory Cache Layer across Multiple Executors in Apache Spark. - Wei Rang; Donglin Yang; Dazhao Cheng (IEEE BigData, 2020)

Data Life Aware Model Updating Strategy for Stream-based Online Deep Learning. - Wei Rang; Donglin Yang; Dazhao Cheng; Kun Suo; Wei Chen 038 (CLUSTER, 2020)

Efficient GPU Memory Management for Nonlinear DNNs. - Donglin Yang; Dazhao Cheng (HPDC, 2020)

Mitigating Stragglers in the Decentralized Training on Heterogeneous Clusters. - Donglin Yang; Wei Rang; Dazhao Cheng (Middleware, 2020)

Scalable Data Management on Hybrid Memory System for Deep Neural Network Applications. - Wei Rang; Donglin Yang; Zhimin Li; Dazhao Cheng (IEEE BigData, 2021)

Data Life Aware Model Updating Strategy for Stream-Based Online Deep Learning. - Wei Rang; Donglin Yang; Dazhao Cheng; Yu Wang 003 (IEEE Trans. Parallel Distributed Syst., 2021)

TsERL: Two-stage Enhancement of Radical and Lexicon for Chinese Medical Named Entity Recognition. - Donglin Yang; Huifan Yang; Bin Wu 001 (BIBM, 2022)

Resolving Copycat Problems in Visual Imitation Learning via Residual Action Prediction. - Chia-Chi Chuang; Donglin Yang; Chuan Wen; Yang Gao 029 (ECCV (39), 2022)

Adaptive Model Design for Markov Decision Process. - Siyu Chen 001; Donglin Yang; Jiayang Li 001; Senmiao Wang; Zhuoran Yang; Zhaoran Wang 001 (ICML, 2022)

Open Relation Extraction with Non-existent and Multi-span Relationships. - Huifan Yang; Da-Wei Li; Zekun Li 003; Donglin Yang; Bin Wu 001 (KR, 2022)

Open Relation Extraction via Query-Based Span Prediction. - Huifan Yang; Da-Wei Li; Zekun Li 003; Donglin Yang; Jinsheng Qi; Bin Wu 001 (KSEM (2), 2022)

Joint Optimization of MapReduce Scheduling and Network Policy in Hierarchical Data Centers. - Donglin Yang; Dazhao Cheng; Wei Rang; Yu Wang 003 (IEEE Trans. Cloud Comput., 2022)

Redundancy-Free High-Performance Dynamic GNN Training with Hierarchical Pipeline Parallelism. - Yaqi Xia; Zheng Zhang 036; Hulin Wang; Donglin Yang; Xiaobo Zhou 002; Dazhao Cheng (HPDC, 2023)

MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism. - Zheng Zhang 036; Donglin Yang; Yaqi Xia; Liang Ding 006; Dacheng Tao; Xiaobo Zhou 002; Dazhao Cheng (IPDPS, 2023)

On Sparse Modern Hopfield Model. - Jerry Yao-Chieh Hu; Donglin Yang; Dennis Wu; Chenwei Xu; Bo-Yu Chen; Han Liu 001 (NeurIPS, 2023)

Realistic Rainy Weather Simulation for LiDARs in CARLA Simulator. - Donglin Yang; Zhenfeng Liu; Wentao Jiang; Guohang Yan; Xing Gao 005; Botian Shi; Si Liu 001; Xinyu Cai (CoRR, 2023)

ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation. - Bo Zhang 069; Xinyu Cai; Jiakang Yuan; Donglin Yang; Jianfei Guo; Xiangchao Yan; Renqiu Xia; Botian Shi; Min Dou; Tao Chen 003; Si Liu 001; Junchi Yan; et al. (ICLR, 2024)

Realistic Rainy Weather Simulation for LiDARs in CARLA Simulator. - Donglin Yang; Xinyu Cai; Zhenfeng Liu; Wentao Jiang; Bo Zhang 069; Guohang Yan; Xing Gao 005; Si Liu 001; Botian Shi (IROS, 2024)

Accelerating Distributed DLRM Training with Optimized TT Decomposition and Micro-Batching. - Weihu Wang; Yaqi Xia; Donglin Yang; Xiaobo Zhou 002; Dazhao Cheng (SC, 2024)

Scaling New Heights: Transformative Cross-GPU Sampling for Training Billion-Edge Graphs. - Yaqi Xia; Donglin Yang; Xiaobo Zhou 002; Dazhao Cheng (SC, 2024)

MCFuser: High-Performance and Rapid Fusion of Memory-Bound Compute-Intensive Operators. - Zheng Zhang 036; Donglin Yang; Xiaobo Zhou 002; Dazhao Cheng (SC, 2024)

MPMoE: Memory Efficient MoE for Pre-Trained Models With Adaptive Pipeline Parallelism. - Zheng Zhang 036; Yaqi Xia; Hulin Wang; Donglin Yang; Chuang Hu; Xiaobo Zhou 002; Dazhao Cheng (IEEE Trans. Parallel Distributed Syst., 2024)

Raptor-T: A Fused and Memory-Efficient Sparse Transformer for Long and Variable-Length Sequences. - Hulin Wang; Donglin Yang; Yaqi Xia; Zheng Zhang 036; Qigang Wang; Jianping Fan 007; Xiaobo Zhou 002; Dazhao Cheng (IEEE Trans. Computers, 2024)

Redundancy-Free and Load-Balanced TGNN Training With Hierarchical Pipeline Parallelism. - Yaqi Xia; Zheng Zhang 036; Donglin Yang; Chuang Hu; Xiaobo Zhou 002; Hongyang Chen; Qianlong Sang; Dazhao Cheng (IEEE Trans. Parallel Distributed Syst., 2024)

Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models. - Yankai Jiang 003; Peng Zhang; Donglin Yang; Yuan Tian 017; Hai Lin; Xiaosong Wang 001 (CVPR, 2025)

Towards Realistic UAV Vision-Language Navigation: Platform, Benchmark, and Methodology. - Xiangyu Wang; Donglin Yang; Ziqin Wang; Hohin Kwan; Jinyu Chen; Wenjun Wu; Hongsheng Li 001; Yue Liao; Si Liu 001 (ICLR, 2025)

SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups. - Yongxing Zhang; Donglin Yang; Renjie Liao (ICLR, 2025)

Harnessing Inter-GPU Shared Memory for Seamless MoE Communication-Computation Fusion. - Hulin Wang; Yaqi Xia; Donglin Yang; Xiaobo Zhou 002; Dazhao Cheng (PPoPP, 2025)

Voltrix: Sparse Matrix-Matrix Multiplication on Tensor Cores with Asynchronous and Balanced Kernel Optimization. - Yaqi Xia; Weihu Wang; Donglin Yang; Xiaobo Zhou 002; Dazhao Cheng (USENIX ATC, 2025)

QDM: Quadtree-Based Region-Adaptive Sparse Diffusion Models for Efficient Image Super-Resolution. - Donglin Yang; Paul Vicol; Xiaojuan Qi 001; Renjie Liao; Xiaofan Zhang (CoRR, 2025)

UAV-Flow Colosseo: A Real-World Benchmark for Flying-on-a-Word UAV Imitation Learning. - Xiangyu Wang; Donglin Yang; Yue Liao; Wenhao Zheng; Wenjun Wu; Bin Dai; Hongsheng Li 001; Si Liu 001 (CoRR, 2025)

Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation. - Yue Liao; Pengfei Zhou; Siyuan Huang 004; Donglin Yang; Shengcong Chen; Yuxin Jiang; Hu Yue; Jingbin Cai; Si Liu 001; Jianlan Luo; Liliang Chen; Shuicheng Yan; et al. (CoRR, 2025)