Chuan Wu

1. DAPPLE: A Pipelined Data Parallel Approach for Training Large Models
   2020/07/02 by Shiqing Fan, Yi Rong, Fan, Shiqing +23 · 18 citations
   Computer Science · Engineering · #Advanced Data Storage Technologies #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
2. Gut-Innervating Nociceptor Neurons Regulate Peyer’s Patch Microfold Cells and SFB Levels to Mediate Salmonella Host Defense
   2019/12/05 by Nicole Y. Lai, Melissa A. Musser, Felipe A. Pinho-Ribeiro +27 · 10 citations
   Biochemistry, Genetics and Molecular Biology · Neuroscience · Psychology · #Gut microbiota and health #Vagus Nerve Stimulation Research #Neuroendocrine regulation and behavior
3. BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing
   2021/12/16 by Tianfeng Liu, Liu, Tianfeng, Yangrui Chen +17 · 10 citations
   Computer Science · #Advanced Graph Neural Networks #Caching and Content Delivery #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
4. DL2: A Deep Learning-driven Scheduler for Deep Learning Clusters
   2019/09/13 by Yanghua Peng, Yixin Bao, Peng, Yanghua +9 · 6 citations
   Computer Science · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
5. Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models
   2024/02/12 by Jiacheng Ye, Shansan Gong, Ye, Jiacheng +18 · 8 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
6. Towards Robust Graph Incremental Learning on Evolving Graphs
   2024/02/20 by Junwei Su, Difan Zou, Su, Junwei +5 · 6 citations
   Computer Science · Health Professions · #Artificial Intelligence in Healthcare #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
7. Online Job Scheduling in Distributed Machine Learning Clusters
   2018/01/03 by Yixin Bao, Bao, Yixin, Yanghua Peng +5 · 2 citations
   Computer Science · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
8. Lancet: Accelerating Mixture-of-Experts Training via Whole Graph Computation-Communication Overlapping
   2024/04/30 by Chenyu Jiang, Ye Tian, Jiang, Chenyu +9 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Distributed #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
9. LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization
   2024/03/02 by Juntao Zhao, Borui Wan, Zhao, Juntao +7 · 4 citations
   Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
10. Adversarial Deep Learning for Online Resource Allocation
    2021/11/19 by Bingqian Du, Du, Bingqian, Zhiyi Huang +3 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optimization and Search Problems #Reinforcement Learning in Robotics
11. OneFlow: Redesign the Distributed Deep Learning Framework from Scratch
    2021/10/28 by Jinhui Yuan, Xinqi Li, Yuan, Jinhui +21 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
12. LoRA Meets Dropout under a Unified Framework
    2024/02/25 by Sheng Wang, Wang, Sheng, Liheng Chen +9 · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Robotics and Automated Systems
13. Task Placement and Resource Allocation for Edge Machine Learning: A GNN-based Multi-Agent Reinforcement Learning Paradigm
    2023/02/01 by Yihong Li, Li, Yihong, Xiaoxi Zhang +11 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Age of Information Optimization #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Multiagent Systems (cs.MA)
14. ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom
    2024/10/18 by Jingqi Zhou, Zhou, Jingqi, Sheng Wang +13 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multi-Agent Systems and Negotiation
15. Benchmarking Large Language Models on Multiple Tasks in Bioinformatics NLP with Prompting
    2025/03/06 by Jiyue Jiang, Jiang, Jiyue, Pengan Chen +28 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Bioinformatics #Topic Modeling
16. GADGET: Online Resource Optimization for Scheduling Ring-All-Reduce Learning Jobs
    2022/02/02 by Menglu Yu, Yu, Menglu, Ye Tian +9 · 1 citation
    Computer Science · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
17. Heta: Distributed Training of Heterogeneous Graph Neural Networks
    2024/08/19 by Yueqiao Zhong, Zhong, Yuchen, Junwei Su +5 · 1 citation
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #Distributed #FOS: Computer and information sciences #Neural Networks and Applications #Parallel #and Cluster Computing (cs.DC)
18. Online Scaling of NFV Service Chains Across Geo-Distributed Datacenters
    2018/02/16 by Yongzheng Jia, Chuan Wu, Zongpeng Li +3 · 1 citation
    Computer Science · Engineering · #Advanced Optical Network Technologies #Caching and Content Delivery #Software-Defined Networks and 5G
19. On the Topology Awareness and Generalization Performance of Graph Neural Networks
    2024/03/07 by Junwei Su, Su, Junwei, Chuan Wu +1 · 2 citations
    Computer Science · Engineering · #Advanced Decision-Making Techniques #FOS: Computer and information sciences #Industrial Technology and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications
20. Epithelial‐immune cell crosstalk for intestinal barrier homeostasis
    2024/03/31 by Yikun Yao, Wanjing Shang, Lingyu Bao +2 · 23 citations
    Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Medicine · #Gut microbiota and health #IL-33, ST2, and ILC Pathways #Congenital gastrointestinal and neural anomalies
21. PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA
    2024/02/24 by Sheng Wang, Boyang Xue, Wang, Sheng +11 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization #Target Tracking and Data Fusion in Sensor Networks #Underwater Vehicles and Communication Systems
22. MoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shards
    2024/10/01 by Sheng Wang, Wang, Sheng, Li–Heng Chen +12 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
23. Echo: Simulating Distributed Training At Scale
    2024/12/17 by Y. Feng, Feng, Yicheng, Y. Chen +17 · 1 citation
    Decision Sciences · Computer Science · #Simulation Techniques and Applications #Intelligent Tutoring Systems and Adaptive Learning