| 2026 | PPoPP | JanusQuant: Accurate and Efficient 2-bit KV Cache Quantization for Long-Context Inference. | Chengyu Sun, Yaqi Xia, Hulin Wang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2025 | CVPR | Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models. | Yankai Jiang, Peng Zhang, Donglin Yang, Yuan Tian, Hai Lin, Xiaosong Wang |
| 2025 | ICLR | 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 |
| 2025 | ICLR | SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups. | Yongxing Zhang, Donglin Yang, Renjie Liao |
| 2025 | PPoPP | Harnessing Inter-GPU Shared Memory for Seamless MoE Communication-Computation Fusion. | Hulin Wang, Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2025 | SC | MXBLAS: Accelerating 8-bit Deep Learning with a Unified Micro-Scaled GEMM Library. | Weihu Wang, Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2025 | SC | HyTiS: Hybrid Tile Scheduling for GPU GEMM with Enhanced Wave Utilization and Cache Locality. | Zheng Zhang, Hulin Wang, Hongming Xu, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2025 | USENIX | Voltrix: Sparse Matrix-Matrix Multiplication on Tensor Cores with Asynchronous and Balanced Kernel Optimization. | Yaqi Xia, Weihu Wang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2024 | ICLR | 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 |
| 2024 | IROS | Realistic Rainy Weather Simulation for LiDARs in CARLA Simulator. | Donglin Yang, Xinyu Cai, Zhenfeng Liu, Wentao Jiang, Bo Zhang, Guohang Yan, Xing Gao, Si Liu, Botian Shi |
| 2024 | SC | Accelerating Distributed DLRM Training with Optimized TT Decomposition and Micro-Batching. | Weihu Wang, Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2024 | SC | Scaling New Heights: Transformative Cross-GPU Sampling for Training Billion-Edge Graphs. | Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2024 | SC | MCFuser: High-Performance and Rapid Fusion of Memory-Bound Compute-Intensive Operators. | Zheng Zhang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2023 | HPDC | Redundancy-Free High-Performance Dynamic GNN Training with Hierarchical Pipeline Parallelism. | Yaqi Xia, Zheng Zhang, Hulin Wang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2022 | ECCV | Resolving Copycat Problems in Visual Imitation Learning via Residual Action Prediction. | Chia-Chi Chuang, Donglin Yang, Chuan Wen, Yang Gao |
| 2022 | ICML | Adaptive Model Design for Markov Decision Process. | Siyu Chen, Donglin Yang, Jiayang Li, Senmiao Wang, Zhuoran Yang, Zhaoran Wang |
| 2022 | KR | Open Relation Extraction with Non-existent and Multi-span Relationships. | Huifan Yang, Da-Wei Li, Zekun Li, Donglin Yang, Bin Wu |
| 2022 | KSEM | Open Relation Extraction via Query-Based Span Prediction. | Huifan Yang, Da-Wei Li, Zekun Li, Donglin Yang, Jinsheng Qi, Bin Wu |
| 2020 | CLUSTER | Data Life Aware Model Updating Strategy for Stream-based Online Deep Learning. | Wei Rang, Donglin Yang, Dazhao Cheng, Kun Suo, Wei Chen |
| 2020 | HPDC | Efficient GPU Memory Management for Nonlinear DNNs. | Donglin Yang, Dazhao Cheng |
| 2020 | Middleware | Mitigating Stragglers in the Decentralized Training on Heterogeneous Clusters. | Donglin Yang, Wei Rang, Dazhao Cheng |
| 2018 | ICPP | Joint Optimization of MapReduce Scheduling and Network Policy in Hierarchical Clouds. | Donglin Yang, Wei Rang, Dazhao Cheng |