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Nan Yang

  1. Improving Text Embeddings with Large Language Models
    2023/12/31 by Liang Wang, Nan Yang, Wang, Liang +9 · 4 voices · 60 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Hate Speech and Cyberbullying Detection
  2. MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers
    2020/02/25 by Wenhui Wang, Furu Wei, Wang, Wenhui +9 · 229 citations
    Computer Science · Engineering · Materials Science · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Machine Learning in Materials Science
  3. Multilingual E5 Text Embeddings: A Technical Report
    2024/02/08 by Liang Wang, Nan Yang, Wang, Liang +9 · 84 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  4. Fine-Tuning LLaMA for Multi-Stage Text Retrieval
    2023/10/12 by Xueguang Ma, Liang Wang, Ma, Xueguang +7 · 55 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  5. Generative Representational Instruction Tuning
    2024/02/15 by Niklas Muennighoff, Muennighoff, Niklas, Hongjin Su +13 · 2 voices · 36 citations
    Computer Science · Psychology · #Innovative Teaching and Learning Methods #cs.AI #cs.CL #cs.LG
  6. Unified Language Model Pre-training for Natural Language Understanding\n and Generation
    2019/05/08 by Li Dong, Nan Yang, Dong, Li +15 · 17 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  7. D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry
    2020/03/02 by Nan Yang, Lukas von Stumberg, Yang, Nan +5 · 18 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Robotics and Sensor-Based Localization #Optical measurement and interference techniques
  8. Query2doc: Query Expansion with Large Language Models
    2023/03/14 by Liang Wang, Wang, Liang, Nan Yang +3 · 24 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  9. GM-CSF inhibition reduces cytokine release syndrome and neuroinflammation but enhances CAR-T cell function in xenografts
    2018/11/22 by Rosalie M. Sterner, Reona Sakemura, Michelle J. Cox +20 · 33 citations
    Medicine · Biochemistry, Genetics and Molecular Biology · #CAR-T cell therapy research #Virus-based gene therapy research #Biomedical Ethics and Regulation
  10. InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training
    2020/07/15 by Zewen Chi, Chi, Zewen, Li Dong +16 · 19 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  11. Learning to Rank in Generative Retrieval
    2023/06/27 by Yongqi Li, Nan Yang, Li, Yongqi +7 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  12. LongEmbed: Extending Embedding Models for Long Context Retrieval
    2024/04/18 by Dawei Zhu, Liang Wang, Zhu, Dawei +11 · 13 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #Recommender Systems and Techniques
  13. Neural Question Generation from Text: A Preliminary Study
    2017/04/06 by Qingyu Zhou, Nan Yang, Zhou, Qingyu +9 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  14. TANDEM: Tracking and Dense Mapping in Real-time using Deep Multi-view Stereo
    2021/11/14 by Lukas Koestler, Nan Yang, Koestler, Lukas +5 · 6 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  15. Optical imaging through scattering media via magnetically modulated fluorescence
    2010/11/22 by Nan Yang, Adam E. Cohen · 1 voice · 2 citations
    Engineering · Physics and Astronomy · #Optical Coherence Tomography Applications #Photoacoustic and Ultrasonic Imaging #Random lasers and scattering media
  16. Terahertz Communications for 6G and Beyond Wireless Networks: Challenges, Key Advancements, and Opportunities
    2022/07/22 by Akram Shafie, Shafie, Akram, Nan Yang +9 · 4 citations
    Engineering · #Millimeter-Wave Propagation and Modeling #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks
  17. Chain-of-Retrieval Augmented Generation
    2025/01/24 by Liang Wang, Haonan Chen, Wang, Liang +9 · 10 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and dialogue systems
  18. Multiview Identifiers Enhanced Generative Retrieval
    2023/05/26 by Yongqi Li, Li, Yongqi, Nan Yang +7 · 4 citations
    Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  19. Ambiguity set and learning via Bregman and Wasserstein
    2017/05/23 by Xin Guo, Johnny Hong, Guo, Xin +3 · 2 citations
    Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Fuzzy Systems and Optimization #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Risk and Portfolio Optimization
  20. SMamba: Sparse Mamba for Event-based Object Detection
    2025/01/21 by Nan Yang, Yang Wang, Yang, Nan +9 · 9 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  21. Enhancing Traffic Object Detection in Variable Illumination with RGB-Event Fusion
    2023/11/01 by Zhanwen Liu, Liu, Zhanwen, Nan Yang +9 · 6 citations
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. Multi-Frame GAN: Image Enhancement for Stereo Visual Odometry in Low Light
    2019/10/15 by Eunah Jung, Jung, Eunah, Nan Yang +3 · 2 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image Processing Techniques and Applications #Optical measurement and interference techniques #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  23. Inference with Reference: Lossless Acceleration of Large Language Models
    2023/04/10 by Nan Yang, Yang, Nan, Tao Ge +13 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  24. PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training
    2023/09/19 by Dawei Zhu, Nan Yang, Zhu, Dawei +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  25. EFM3D: A Benchmark for Measuring Progress Towards 3D Egocentric Foundation Models
    2024/06/14 by Julian Straub, Daniel DeTone, Straub, Julian +9 · 4 citations
    Earth and Planetary Sciences · Engineering · #3D Modeling in Geospatial Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geological Modeling and Analysis
  26. Local geometry of electromagnetic fields and its role in molecular multipole transitions
    2010/11/20 by Nan Yang, Yang, Nan, Adam E. Cohen +1 · 1 citation
    Engineering · Physics and Astronomy · #FOS: Physical sciences #Mechanical and Optical Resonators #Optics (physics.optics) #Photonic and Optical Devices #Spectroscopy and Quantum Chemical Studies
  27. Characterization of Cooperators in Quorum Sensing with 2D Molecular Signal Analysis
    2020/06/08 by Yuting Fang, Fang, Yuting, Adam Noel +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced biosensing and bioanalysis techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Molecular Communication and Nanonetworks #Wireless Body Area Networks
  28. Analysis of Molecule Harvesting by Heterogeneous Receptors on MC Transmitters
    2022/11/26 by Xinyu Huang, Huang, Xinyu, Yu Huang +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced biosensing and bioanalysis techniques #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Molecular Communication and Nanonetworks #Molecular Junctions and Nanostructures
  29. Heterogeneous Receptors - Based Molecule Harvesting in MC: Analysis for ISI Mitigation and Energy Efficiency
    2023/07/26 by Xinyu Huang, Yu Huang, Huang, Xinyu +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced biosensing and bioanalysis techniques #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Molecular Communication and Nanonetworks #Quantum-Dot Cellular Automata
  30. On the Design of Secure Non-Orthogonal Multiple Access Systems
    2016/12/21 by Biao He, An Liu, He, Biao +5 · 1 citation
    Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Information Theory (cs.IT) #Sparse and Compressive Sensing Techniques #Wireless Communication Security Techniques
  31. Examining False Positives under Inference Scaling for Mathematical Reasoning
    2025/02/10 by Yu Wang, Nan Yang, Wang, Yu +6 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
  32. Molecular Absorption Effect: A Double-edged Sword of Terahertz Communications
    2022/05/25 by Chong Han, Weijun Gao, Han, Chong +5 · 2 citations
    Engineering · Biochemistry, Genetics and Molecular Biology · #Molecular Communication and Nanonetworks #Advanced biosensing and bioanalysis techniques #Terahertz technology and applications
  33. Membrane Fusion-Based Transmitter Design for Static and Diffusive Mobile Molecular Communication Systems
    2021/04/24 by Xinyu Huang, Huang, Xinyu, Yuting Fang +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced biosensing and bioanalysis techniques #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Information Theory (cs.IT) #Molecular Communication and Nanonetworks #Wireless Body Area Networks
  34. Radical-Enhanced Chinese Character Embedding
    2014/04/18 by Yaming Sun, Sun, Yaming, Lei Lin +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  35. Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers
    2022/04/01 by Jiahao Huang, Yingying Fang, Huang, Jiahao +21 · 1 citation
    Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  36. Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation
    2022/09/05 by Nan Yang, Javier Del Ser, Nan, Yang +17 · 1 citation
    Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  37. Age of Information of Multi-user Mobile Edge Computing Systems
    2022/11/02 by Zhifeng Tang, Tang, Zhifeng, Zhuo Sun +5 · 1 citation
    Computer Science · Engineering · #Age of Information Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT Networks and Protocols
  38. 4Seasons: Benchmarking Visual SLAM and Long-Term Localization for Autonomous Driving in Challenging Conditions
    2022/12/31 by Patrick Wenzel, Wenzel, Patrick, Nan Yang +7 · 1 citation
    Engineering · Computer Science · Earth and Planetary Sciences · #Robotics and Sensor-Based Localization #Advanced Vision and Imaging #3D Surveying and Cultural Heritage
  39. LangYa: Revolutionizing Cross-Spatiotemporal Ocean Forecasting
    2024/12/24 by Nan Yang, Chong Wang, Yang, Nan +12 · 2 citations
    Earth and Planetary Sciences · Engineering · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Oceanographic and Atmospheric Processes #Reservoir Engineering and Simulation Methods
  40. Learn to Flap: Foil Non-parametric Path Planning via Deep Reinforcement Learning
    2023/05/22 by Z. P. Wang, Ruey-Yue Lin, Wang, Z. P. +9 · 1 citation
    Engineering · Environmental Science · #Biomimetic flight and propulsion mechanisms #FOS: Physical sciences #Fish Ecology and Management Studies #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows
  41. Joint-individual fusion structure with fusion attention module for multi-modal skin cancer classification
    2024/05/17 by Peng Tang, Xintong Yan, Nan Yang +6 · 1 citation
    Medicine · Engineering · #Cutaneous Melanoma Detection and Management #Nonmelanoma Skin Cancer Studies #Optical Coherence Tomography Applications
  42. FedMAE: Federated Self-Supervised Learning with One-Block Masked Auto-Encoder
    2023/03/20 by Nan Yang, Yang, Nan, Xuanyu Chen +9 · 1 citation
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  43. Low Complexity Artificial Noise Aided Beam Focusing Design in Near-Field Terahertz Communications
    2025/02/13 by Zhifeng Tang, Nan Yang, Tang, Zhifeng +9 · 1 citation
    Engineering · #Antenna Design and Analysis #Antenna Design and Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Information Theory (cs.IT)
  44. Asymmetric Social Representations in the Prefrontal Cortex for Cooperative Behavior
    2025/08/31 by Yuan Cheng, Yusi Chen, M. K. Kwak +13 · 1 voice · 1 citation
    Social Sciences · Psychology · #Evolutionary Game Theory and Cooperation #Action Observation and Synchronization #Evolutionary Psychology and Human Behavior
  45. Deep Generative Models Unveil Patterns in Medical Images Through Vision-Language Conditioning
    2024/10/17 by Xiaodan Xing, Xing, Xiaodan, Junzhi Ning +5 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging
  46. EgoExoMoCap: Distributed Ego-Exo Human Motion Capture
    2026/07/17 by Jiaxi Jiang, Bharat Lal Bhatnagar, Nan Yang +6
    #cs.CV #cs.AI #cs.GR #cs.HC #cs.RO