Lu, Yucheng

1. Optimal Complexity in Decentralized Training
   2020/06/15 by Yucheng Lu, Lu, Yucheng, Christopher De +1 · 11 citations
   Computer Science · #Stochastic Gradient Optimization Techniques #Distributed Control Multi-Agent Systems #Privacy-Preserving Technologies in Data
2. STEP: Learning N:M Structured Sparsity Masks from Scratch with Precondition
   2023/02/02 by Yucheng Lu, Lu, Yucheng, Shivani Agrawal +9 · 7 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
3. RZSR: Reference-based Zero-Shot Super-Resolution with Depth Guided Self-Exemplars
   2022/08/24 by Junsang Yoo, Dong-Wook Kim, Yoo, Jun-Sang +5 · 3 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Image Processing Techniques and Applications #Advanced Vision and Imaging
4. Variance Reduced Training with Stratified Sampling for Forecasting Models
   2021/03/02 by Yucheng Lu, Lu, Yucheng, Youngsuk Park +9 · 2 citations
   Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods
5. Source Matters: Source Dataset Impact on Model Robustness in Medical Imaging
   2024/03/07 by Dovile Juodelyte, Yucheng Lu, Juodelyte, Dovile +9 · 3 citations
   Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Medical Imaging Techniques and Applications #AI in cancer detection
6. LiveForesighter: Generating Future Information for Live-Streaming Recommendations at Kuaishou
   2025/02/10 by Yucheng Lu, Jiangxia Cao, Lu, Yucheng +14 · 4 citations
   Computer Science · Social Sciences · #Semantic Web and Ontologies #Recommender Systems and Techniques #Geographic Information Systems Studies
7. Moniqua: Modulo Quantized Communication in Decentralized SGD
   2020/02/26 by Yucheng Lu, Lu, Yucheng, Christopher De +1 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
8. Maximizing Communication Efficiency for Large-scale Training via 0/1 Adam
   2022/02/12 by Yucheng Lu, Lu, Yucheng, Conglong Li +7 · 1 citation
   Computer Science · Engineering · #Advanced Neural Network Applications #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
9. GraB: Finding Provably Better Data Permutations than Random Reshuffling
   2022/05/22 by Yucheng Lu, Wentao Guo, Lu, Yucheng +3 · 1 citation
   Computer Science · #Topic Modeling #Machine Learning and Algorithms #Natural Language Processing Techniques
10. Coordinating Distributed Example Orders for Provably Accelerated Training
    2023/02/02 by Cooper, A. Feder, Guo, Wentao, Pham, Khiem +4 · 1 citation
    #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
11. SimCity: Multi-Agent Urban Development Simulation with Rich Interactions
    2025/10/01 by Feng, Yeqi, Yalin Lü, Lu, Yucheng +4 · 1 citation
    Engineering · Social Sciences · #3D Modeling in Geospatial Applications #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Transportation Planning and Optimization #Transportation and Mobility Innovations