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Hu, Yifan

  1. Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
    2018/11/05 by Bakas, Spyridon, Reyes, Mauricio, Jakab, Andras +421 · 42 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. Going Deeper With Directly-Trained Larger Spiking Neural Networks
    2020/10/29 by Zheng, Hanle, Wu, Yujie, Deng, Lei +2 · 36 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  3. Advancing Spiking Neural Networks towards Deep Residual Learning
    2021/12/15 by Hu, Yifan, Deng, Lei, Wu, Yujie +2 · 17 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  4. Attention Spiking Neural Networks
    2022/09/28 by Yao, Man, Zhao, Guangshe, Zhang, Hengyu +5 · 15 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Deep Directly-Trained Spiking Neural Networks for Object Detection
    2023/07/21 by Qiaoyi Su, Su, Qiaoyi, Yuhong Chou +11 · 16 citations
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural dynamics and brain function
  6. Group Robust Preference Optimization in Reward-free RLHF
    2024/05/30 by Shyam Sundhar Ramesh, Yifan Hu, Ramesh, Shyam Sundhar +11 · 20 citations
    Computer Science · #Advanced Multi-Objective Optimization Algorithms
  7. Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization
    2019/11/03 by Deng, Lei, Wu, Yujie, Hu, Yifan +6 · 5 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Signal Processing (eess.SP) #electronic engineering #information engineering
  8. Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs By Comparing Image Representations
    2020/07/15 by Zhou, Hong-Yu, Yu, Shuang, Bian, Cheng +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting
    2024/10/06 by Peiyuan Liu, Beiliang Wu, Liu, Peiyuan +11 · 11 citations
    Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
  10. Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting
    2024/06/06 by Yifan Hu, Peiyuan Liu, Hu, Yifan +7 · 9 citations
    Engineering · Computer Science · #Energy Load and Power Forecasting #Neural Networks and Applications #Time Series Analysis and Forecasting
  11. TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting
    2025/01/22 by Yifan Hu, Guibin Zhang, Hu, Yifan +15 · 14 citations
    Computer Science · #Data Management and Algorithms #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
  12. SmartGD: A GAN-Based Graph Drawing Framework for Diverse Aesthetic Goals
    2022/06/13 by Xiaoqi Wang, Kevin Yen, Wang, Xiaoqi +5 · 4 citations
    Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Digital Media and Visual Art #FOS: Computer and information sciences #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
  13. What's in a Name? -- Gender Classification of Names with Character Based Machine Learning Models
    2021/02/07 by Yifan Hu, Hu, Yifan, Changwei Hu +9 · 3 citations
    Computer Science · Social Sciences · #Authorship Attribution and Profiling #Names, Identity, and Discrimination Research #Spam and Phishing Detection
  14. Efficiently Serving Large Multimodal Models Using EPD Disaggregation
    2024/12/25 by Gursimran Singh, Singh, Gursimran, Xinglu Wang +21 · 8 citations
    Computer Science · #Music and Audio Processing
  15. LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRU
    2024/08/26 by Peng Zhu, Yijie Li, Zhu, Peng +9 · 7 citations
    Computer Science · Decision Sciences · #Computational Engineering #FOS: Computer and information sciences #FOS: Economics and business #Finance #Machine Learning (cs.LG) #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #and Science (cs.CE)
  16. DeepGD: A Deep Learning Framework for Graph Drawing Using GNN
    2021/06/27 by Wang, Xiaoqi, Yen, Kevin, Hu, Yifan +1 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting
    2025/02/26 by Yifan Hu, Yuante Li, Hu, Yifan +14 · 10 citations
    Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #and Science (cs.CE)
  18. Generative Expressive Conversational Speech Synthesis
    2024/07/31 by Liu, Rui, Hu, Yifan, Ren, Yi +2 · 6 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  19. Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik's Cube
    2019/10/05 by Zhuang, Xinrui, Li, Yuexiang, Hu, Yifan +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  20. Contextual Stochastic Bilevel Optimization
    2023/10/27 by Hu, Yifan, Wang, Jie, Xie, Yao +2 · 3 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
  21. Contextual Bilevel Reinforcement Learning for Incentive Alignment
    2024/06/03 by Vinzenz Thoma, Barna Pásztor, Thoma, Vinzenz +7 · 4 citations
    Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Stochastic processes and financial applications
  22. Emotion Rendering for Conversational Speech Synthesis with Heterogeneous Graph-Based Context Modeling
    2023/12/19 by Rui Liu, Yifan Hu, Liu, Rui +7 · 5 citations
    Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Sentiment Analysis and Opinion Mining #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  23. HARP: Hierarchical Representation Learning for Networks
    2017/06/23 by Chen, Haochen, Perozzi, Bryan, Hu, Yifan +1 · 1 citation
    #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  24. GFL: A Decentralized Federated Learning Framework Based On Blockchain
    2020/10/21 by Hu, Yifan, Zhou, Yuhang, Xiao, Jun +1 · 1 citation
    #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  25. BERT-Beta: A Proactive Probabilistic Approach to Text Moderation
    2021/09/18 by Fei Tan, Yifan Hu, Tan, Fei +5 · 1 citation
    Computer Science · #Hate Speech and Cyberbullying Detection #Software Engineering Research #Spam and Phishing Detection
  26. FCTalker: Fine and Coarse Grained Context Modeling for Expressive Conversational Speech Synthesis
    2022/10/27 by Yifan Hu, Hu, Yifan, Rui Liu +5 · 3 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling
  27. Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense
    2022/03/19 by Le, Thai, Lee, Jooyoung, Yen, Kevin +2 · 1 citation
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. Stochastic Optimization under Hidden Convexity
    2023/12/30 by Ilyas Fatkhullin, Niao He, Fatkhullin, Ilyas +3 · 2 citations
    Computer Science · Engineering · #90C06 #90C15 #90C26 #Age of Information Optimization #Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  29. Deep-Reinforcement-Learning-based Path Planning for Industrial Robots using Distance Sensors as Observation
    2023/01/14 by Bhuiyan, Teham, Kästner, Linh, Hu, Yifan +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF) #Robotics (cs.RO)
  30. CRYPTEXT: Database and Interactive Toolkit of Human-Written Text Perturbations in the Wild
    2023/01/16 by Thái Hoàng Lê, Ye Yiran, Le, Thai +5 · 1 citation
    Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Social Media and Politics #Digital Games and Media
  31. FinMamba: Market-Aware Graph Enhanced Multi-Level Mamba for Stock Movement Prediction
    2025/02/10 by Yifan Hu, Hu, Yifan, Peiyuan Liu +13 · 3 citations
    Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Computational Engineering #FOS: Computer and information sciences #Finance #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #and Science (cs.CE)
  32. Multi-level Monte-Carlo Gradient Methods for Stochastic Optimization with Biased Oracles
    2024/08/20 by Y. Hu, Hu, Yifan, Jie Wang +5 · 3 citations
    Computer Science · #Stochastic Gradient Optimization Techniques
  33. MCI-GRU: Stock Prediction Model Based on Multi-Head Cross-Attention and Improved GRU
    2024/09/25 by Peng Zhu, Yijie Li, Zhu, Peng +11 · 2 citations
    Decision Sciences · #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods
  34. Emphasis Rendering for Conversational Text-to-Speech with Multi-modal Multi-scale Context Modeling
    2024/10/12 by Liu, Rui, Jia, Zhenqi, Yang, Jie +2 · 2 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  35. Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis
    2025/05/19 by Hu, Yifan, Liu, Rui, Ren, Yi +2 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  36. Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation
    2025/01/15 by He, Xingxin, Hu, Yifan, Zhou, Zhaoye +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. Gravitational waves from metastable cosmic strings in the delayed scaling scenario
    2025/01/30 by Yifan Hu, Kohei Kamada, Hu, Yifan +1 · 1 citation
    Physics and Astronomy · Earth and Planetary Sciences · #Cosmology and Gravitation Theories #Geophysics and Gravity Measurements #Solar and Space Plasma Dynamics
  38. Direct Expression for One-Loop Tensor Reduction with Lorentz Indices via Generating Function
    2025/01/19 by Chang Hu, Yifan Hu, Hu, Chang +3 · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th) #Matrix Theory and Algorithms #Model Reduction and Neural Networks #Tensor decomposition and applications
  39. SegTrans: Transferable Adversarial Examples for Segmentation Models
    2025/10/10 by Yufei Song, Ziqi Zhou, Song, Yufei +15 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences