Jin, Yilun

1. SecureBoost: A Lossless Federated Learning Framework
   2019/01/25 by Kewei Cheng, Cheng, Kewei, Tao Fan +11 · 29 citations
   Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
2. Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models
   2024/10/28 by Jin, Yilun, Li, Zheng, Zhang, Chenwei +19 · 7 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. DANE: Domain Adaptive Network Embedding
   2019/06/03 by Zhang, Yizhou, Song, Guojie, Du, Lun +2 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
4. Graph Structural-topic Neural Network
   2020/06/25 by Long, Qingqing, Jin, Yilun, Song, Guojie +2 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
5. Federated Learning without Full Labels: A Survey
   2023/03/25 by Yilun Jin, Yang Liu, Jin, Yilun +5 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
6. MixNet: A Runtime Reconfigurable Optical-Electrical Fabric for Distributed Mixture-of-Experts Training
   2025/01/07 by Xudong Liao, Liao, Xudong, Yijun Sun +29 · 3 citations
   Computer Science · Engineering · #Experimental Learning in Engineering #FOS: Computer and information sciences #IoT-based Smart Home Systems #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #QR Code Applications and Technologies
7. EPNE: Evolutionary Pattern Preserving Network Embedding
   2020/09/24 by Junshan Wang, Wang, Junshan, Yilun Jin +5 · 1 citation
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI)
8. Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels
   2021/04/07 by Qingqing Long, Yilun Jin, Long, Qingqing +5 · 1 citation
   Computer Science · Engineering · #Advanced Graph Neural Networks #Ferroelectric and Negative Capacitance Devices #Advanced Memory and Neural Computing
9. A Survey on Vertical Federated Learning: From a Layered Perspective
   2023/04/04 by Yang, Liu, Chai, Di, Zhang, Junxue +6 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue
    2025/02/19 by Feiyuan Zhang, Zhang, Feiyuan, Zhu, Dezhi +12 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
11. Unlocking Full Efficiency of Token Filtering in Large Language Model Training
    2025/02/01 by Di Chai, Chai, Di, Fuli Li +12 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computational Physics and Python Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel #Topic Modeling #and Cluster Computing (cs.DC)