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Xu, Yi

  1. A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
    2025/08/10 by Jinyuan Fang, Yanwen Peng, Fang, Jinyuan +29 · 8 voices · 41 citations
    Computer Science · Social Sciences · #Multi-Agent Systems and Negotiation #Language and cultural evolution #Reinforcement Learning in Robotics
  2. Spacetime Gaussian Feature Splatting for Real-Time Dynamic View Synthesis
    2023/12/28 by Zhan Li, Li, Zhan, Zhang Chen +5 · 63 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis
  3. A JWST/NIRSpec First Census of Broad-Line AGNs at z=4-7: Detection of 10 Faint AGNs with MBH~106-108 Msun and Their Host Galaxy Properties
    2023/03/21 by Yuichi Harikane, Yechi Zhang, Harikane, Yuichi +15 · 52 citations
    Engineering · Physics and Astronomy · #Astronomical Observations and Instrumentation #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena
  4. Visual Planning: Let's Think Only with Images
    2025/05/16 by Yi Xu, Chengzu Li, Xu, Yi +11 · 3 voices · 31 citations
    #cs.LG #cs.AI #cs.CL #cs.CV
  5. Pure Spectroscopic Constraints on UV Luminosity Functions and Cosmic Star Formation History From 25 Galaxies at zspec=8.61-13.20 Confirmed with JWST/NIRSpec
    2023/04/13 by Yuichi Harikane, Harikane, Yuichi, Kimihiko Nakajima +13 · 16 citations
    Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Gamma-ray bursts and supernovae
  6. JWST, ALMA, and Keck Spectroscopic Constraints on the UV Luminosity Functions at z~7-14: Clumpiness and Compactness of the Brightest Galaxies in the Early Universe
    2024/06/26 by Yuichi Harikane, Harikane, Yuichi, Akio Inoue +67 · 25 citations
    Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Stellar, planetary, and galactic studies
  7. AdaInt: Learning Adaptive Intervals for 3D Lookup Tables on Real-time Image Enhancement
    2022/04/29 by Canqian Yang, Meiguang Jin, Yang, Canqian +7 · 13 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  8. Vision-Language Pre-Training with Triple Contrastive Learning
    2022/02/21 by Jinyu Yang, Yang, Jinyu, Jiali Duan +15 · 11 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  9. NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields
    2022/10/28 by Liangchen Song, Song, Liangchen, Anpei Chen +13 · 12 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Pose and Action Recognition #Multimedia (cs.MM)
  10. SepLUT: Separable Image-adaptive Lookup Tables for Real-time Image Enhancement
    2022/07/18 by Canqian Yang, Yang, Canqian, Meiguang Jin +9 · 11 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 #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  11. VLM-AD: End-to-End Autonomous Driving through Vision-Language Model Supervision
    2024/12/19 by Yi Xu, Xu, Yi, Yuxin Hu +13 · 25 citations
    Computer Science · #Multimodal Machine Learning Applications
  12. Interventional Bag Multi-Instance Learning On Whole-Slide Pathological Images
    2023/03/13 by Lin, Tiancheng, Yu, Zhimiao, Hu, Hongyu +2 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Dash: Semi-Supervised Learning with Dynamic Thresholding
    2021/09/01 by Xu, Yi, Shang, Lei, Ye, Jinxing +5 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  14. K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization
    2023/06/08 by Deng, Cheng, Zhang, Tianhang, He, Zhongmou +9 · 9 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #F.4.1 #FOS: Computer and information sciences #I.2.7
  15. Quaternion Convolutional Neural Networks
    2019/03/02 by Xuanyu Zhu, Zhu, Xuanyu, Yi Xu +5 · 5 citations
    Computer Science · #Image and Signal Denoising Methods #Advanced Vision and Imaging #Advanced Image Processing Techniques
  16. Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction
    2023/03/28 by Yi Xu, Xu, Yi, Armin Bazarjani +7 · 9 citations
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Data Management and Algorithms #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Video Surveillance and Tracking Methods
  17. Uncertainty-aware State Space Transformer for Egocentric 3D Hand Trajectory Forecasting
    2023/07/17 by Wentao Bao, Bao, Wentao, Lele Chen +11 · 8 citations
    Computer Science · Neuroscience · Psychology · #Action Observation and Synchronization #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences
  18. ChatVLA-2: Vision-Language-Action Model with Open-World Embodied Reasoning from Pretrained Knowledge
    2025/05/28 by Zhou, Zhongyi, Zhu, Yichen, Wen, Junjie +2 · 26 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  19. ParCo: Part-Coordinating Text-to-Motion Synthesis
    2024/03/27 by Qiran Zou, Zou, Qiran, Shangyuan Yuan +13 · 9 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Human Motion and Animation #Model-Driven Software Engineering Techniques
  20. Stochastic Optimization for DC Functions and Non-smooth Non-convex Regularizers with Non-asymptotic Convergence
    2018/11/28 by Xu, Yi, Qi, Qi, Lin, Qihang +2 · 4 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC)
  21. NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions
    2023/09/27 by Chen, Zhang, Li, Zhong, Song, Liangchen +4 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  22. Understanding and Constructing Latent Modality Structures in Multi-modal Representation Learning
    2023/03/10 by Jiang, Qian, Chen, Changyou, Zhao, Han +6 · 6 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  23. Talking-head Generation with Rhythmic Head Motion
    2020/07/16 by Chen, Lele, Cui, Guofeng, Liu, Celong +4 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  24. JWST Identification of Extremely Low C/N Galaxies with [N/O]\gtrsim 0.5 at z∼ 6-10 Evidencing the Early CNO-Cycle Enrichment and a Connection with Globular Cluster Formation
    2023/07/03 by Yuki Isobe, Isobe, Yuki, Masami Ouchi +21 · 6 citations
    Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Stellar, planetary, and galactic studies
  25. HuRef: HUman-REadable Fingerprint for Large Language Models
    2023/12/08 by Zeng, Boyi, Wang, Lizheng, Hu, Yuncong +5 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  26. Improved Fine-Tuning by Better Leveraging Pre-Training Data
    2021/11/24 by Ziquan Liu, Yi Xu, Liu, Ziquan +13 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  27. Self-Supervised Pre-Training for Transformer-Based Person Re-Identification
    2021/11/23 by Luo, Hao, Wang, Pichao, Xu, Yi +5 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. Basic Performance Measurements of the Intel Optane DC Persistent Memory Module
    2019/03/13 by Izraelevitz, Joseph, Yang, Jian, Zhang, Lu +9 · 3 citations
    #Distributed #FOS: Computer and information sciences #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
  29. Investigating Non-Transitivity in LLM-as-a-Judge
    2025/02/19 by Xu, Yi, Ruis, Laura, Rocktäschel, Tim +1 · 11 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. JWST Measurements of Neutral Hydrogen Fractions and Ionized Bubble Sizes at z=7-12 Obtained with Lyα Damping Wing Absorptions in 27 Bright Continuum Galaxies
    2023/06/01 by Umeda, Hiroya, Ouchi, Masami, Nakajima, Kimihiko +5 · 5 citations
    #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences
  31. Simulating Spin Dynamics of Supersolid States in a Quantum Ising Magnet
    2024/05/08 by Yi Xu, Xu, Yi, Juraj Hašík +5 · 6 citations
    Physics and Astronomy · #Quantum many-body systems #Theoretical and Computational Physics
  32. An Online Method for A Class of Distributionally Robust Optimization with Non-Convex Objectives
    2020/06/17 by Qi Qi, Zhishuai Guo, Qi, Qi +7 · 3 citations
    Decision Sciences · Mathematics · Computer Science · #Risk and Portfolio Optimization #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques
  33. Adapting to Length Shift: FlexiLength Network for Trajectory Prediction
    2024/03/31 by Xu, Yi, Fu, Yun · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. OpenIllumination: A Multi-Illumination Dataset for Inverse Rendering Evaluation on Real Objects
    2023/09/14 by Liu, Isabella, Chen, Linghao, Fu, Ziyang +8 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. Sports-Traj: A Unified Trajectory Generation Model for Multi-Agent Movement in Sports
    2024/05/27 by Xu, Yi, Fu, Yun · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Multi-modal Alignment using Representation Codebook
    2022/02/28 by Jiali Duan, Duan, Jiali, Li‐Qun Chen +11 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  37. Robust Multi-Task Learning with Excess Risks
    2024/02/03 by He, Yifei, Zhou, Shiji, Zhang, Guojun +5 · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. HCSC: Hierarchical Contrastive Selective Coding
    2022/02/01 by Yuanfan Guo, Minghao Xu, Guo, Yuanfan +11 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  39. 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)
  40. Learning to Rebalance Multi-Modal Optimization by Adaptively Masking Subnetworks
    2024/04/12 by Yang Yang, Hongpeng Pan, Yang, Yang +7 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research
  41. NEON+: Accelerated Gradient Methods for Extracting Negative Curvature for Non-Convex Optimization
    2017/12/04 by Yi Xu, Rong Jin, Xu, Yi +3 · 2 citations
    Computer Science · Engineering · Mathematics · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Advanced Optimization Algorithms Research
  42. Temporal Knowledge Graph Reasoning with Historical Contrastive Learning
    2022/11/20 by Yi Xu, Junjie Ou, Xu, Yi +5 · 3 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  43. Non-asymptotic Analysis of Stochastic Methods for Non-Smooth Non-Convex\n Regularized Problems
    2019/02/20 by Yi Xu, Rong Jin, Xu, Yi +3 · 2 citations
    Computer Science · Engineering · Medicine · #FOS: Mathematics #Optical Imaging and Spectroscopy Techniques #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  44. ActiveRMAP: Radiance Field for Active Mapping And Planning
    2022/11/23 by Huangying Zhan, Jiyang Zheng, Zhan, Huangying +7 · 3 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  45. NARUTO: Neural Active Reconstruction from Uncertain Target Observations
    2024/02/29 by Ziyue Feng, Feng, Ziyue, Huangying Zhan +15 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications #Robotics (cs.RO)
  46. WorldEval: World Model as Real-World Robot Policies Evaluator
    2025/05/25 by Yaxuan Li, Li, Yaxuan, Junjie Wen +6 · 11 citations
    Computer Science · #Distributed systems and fault tolerance
  47. Towards Understanding Label Smoothing
    2020/06/20 by Xu, Yi, Xu, Yuanhong, Qian, Qi +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  48. Topic-Aware Multi-turn Dialogue Modeling
    2020/09/26 by Yi Xu, Xu, Yi, Hai Zhao +3 · 2 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  49. Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications
    2023/06/05 by Xie, Han, Zheng, Da, Ma, Jun +9 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  50. Recursive Fusion and Deformable Spatiotemporal Attention for Video Compression Artifact Reduction
    2021/08/04 by Zhao, Minyi, Xu, Yi, Zhou, Shuigeng · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  51. Supported Trust Region Optimization for Offline Reinforcement Learning
    2023/11/15 by Yixiu Mao, Hongchang Zhang, Mao, Yixiu +7 · 4 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Robotic Locomotion and Control
  52. GeoGalactica: A Scientific Large Language Model in Geoscience
    2023/12/31 by Lin, Zhouhan, Deng, Cheng, Zhou, Le +18 · 3 citations
    #Computation and Language (cs.CL) #F.4.1 #FOS: Computer and information sciences #I.2.7
  53. PlanarNeRF: Online Learning of Planar Primitives with Neural Radiance Fields
    2023/12/30 by Zheng Chen, Qingan Yan, Chen, Zheng +17 · 3 citations
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques
  54. CHEX: CHannel EXploration for CNN Model Compression
    2022/03/29 by Hou, Zejiang, Qin, Minghai, Sun, Fei +7 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  55. Adaptive Trajectory Prediction via Transferable GNN
    2022/03/09 by Yi Xu, Xu, Yi, Lichen Wang +5 · 3 citations
    Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Traffic Prediction and Management Techniques #Video Surveillance and Tracking Methods
  56. An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation
    2022/05/25 by Liu, Ziquan, Xu, Yi, Xu, Yuanhong +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  57. PlaneMVS: 3D Plane Reconstruction from Multi-View Stereo
    2022/03/22 by Liu, Jiachen, Ji, Pan, Bansal, Nitin +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  58. Unified Convergence Analysis for Adaptive Optimization with Moving Average Estimator
    2021/04/30 by Zhishuai Guo, Guo, Zhishuai, Yi Xu +7 · 2 citations
    Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Topological and Geometric Data Analysis
  59. PanoFree: Tuning-Free Holistic Multi-view Image Generation with Cross-view Self-Guidance
    2024/08/04 by Liu, Aoming, Li, Zhong, Chen, Zhang +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  60. First Proof of Principle Experiment for Muon Production with Ultrashort High Intensity Laser
    2024/10/31 by Feng Zhang, Deng Li, Zhang, Feng +55 · 4 citations
    Decision Sciences · Physics and Astronomy · Social Sciences · #Accelerator Physics (physics.acc-ph) #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #International Science and Diplomacy #Particle physics theoretical and experimental studies #Scientific Computing and Data Management
  61. TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization
    2023/03/20 by Ziquan Liu, Yi Xu, Liu, Ziquan +5 · 2 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  62. Pie: Pooling CPU Memory for LLM Inference
    2024/11/14 by Yi Xu, Xu, Yi, Ziming Mao +7 · 4 citations
    Computer Science · #Advanced Data Storage Technologies #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
  63. Diffusion Models For Multi-Modal Generative Modeling
    2024/07/24 by Chen, Changyou, Ding, Han, Sisman, Bunyamin +5 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  64. Stellar- and AGN-Driven Outflows in JWST Galaxies at z=3-9: More Frequent, Wider Opening Angles, and Mostly Bounded
    2023/10/10 by Xu, Yi, Ouchi, Masami, Nakajima, Kimihiko +5 · 2 citations
    #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences
  65. WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine
    2023/08/10 by Siqiao Xue, Fan Zhou, Xue, Siqiao +18 · 2 citations
    Business, Management and Accounting · Decision Sciences · #Big Data and Business Intelligence #Computation and Language (cs.CL) #FOS: Computer and information sciences #Impact of AI and Big Data on Business and Society #Stock Market Forecasting Methods
  66. Robust Fast Adaptation from Adversarially Explicit Task Distribution Generation
    2024/07/28 by Cheems Wang, Yiqin Lv, Wang, Cheems +9 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  67. Multi-turn Dialogue Comprehension from a Topic-aware Perspective
    2023/09/18 by Xinbei Ma, Yi Xu, Ma, Xinbei +5 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  68. First-order Stochastic Algorithms for Escaping From Saddle Points in Almost Linear Time
    2017/11/03 by Yi Xu, Xu, Yi, Rong Jin +3 · 1 citation
    Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Topological and Geometric Data Analysis
  69. Trajectory Prediction Meets Large Language Models: A Survey
    2025/06/03 by Yi Xu, Ruining Yang, Xu, Yi +13 · 7 citations
    Engineering · Social Sciences · Computer Science · #Autonomous Vehicle Technology and Safety #Human Mobility and Location-Based Analysis #Data Management and Algorithms
  70. MMQ: Multimodal Mixture-of-Quantization Tokenization for Semantic ID Generation and User Behavioral Adaptation
    2025/08/21 by Xu, Yi, Zhang, Moyu, Li, Chenxuan +7 · 5 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  71. Non-Local ConvLSTM for Video Compression Artifact Reduction
    2019/10/27 by Xu, Yi, Gao, Longwen, Tian, Kai +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  72. Machine Unlearning for Traditional Models and Large Language Models: A Short Survey
    2024/04/01 by Yi Xu, Xu, Yi · 2 citations
    Computer Science · Engineering · #Advanced Data Processing Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  73. Adaptive Fractional Dilated Convolution Network for Image Aesthetics Assessment
    2020/04/06 by Qiuyu Chen, Wei Zhang, Chen, Qiuyu +11 · 1 citation
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Visual Attention and Saliency Detection
  74. OOSTraj: Out-of-Sight Trajectory Prediction With Vision-Positioning Denoising
    2024/04/02 by Haichao Zhang, Zhang, Haichao, Yi Xu +7 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Traffic Prediction and Management Techniques
  75. Learning with Semantics: Towards a Semantics-Aware Routing Anomaly Detection System
    2024/02/25 by Chen, Yihao, Yin, Qilei, Li, Qi +6 · 2 citations
    #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
  76. Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE
    2021/07/02 by Chen, Junya, Gan, Zhe, Li, Xuan +10 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  77. Robust Semi-supervised Learning by Wisely Leveraging Open-set Data
    2024/05/11 by Yang Yang, Yang, Yang, Nan Jiang +5 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Data Classification
  78. MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments
    2021/07/26 by Pan Ji, Ji, Pan, Runze Li +5 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Robotics and Sensor-Based Localization #Optical measurement and interference techniques
  79. Weakly-supervised Text Classification Based on Keyword Graph
    2021/10/06 by Zhang, Lu, Ding, Jiandong, Xu, Yi +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.7.0
  80. Magic Pyramid: Accelerating Inference with Early Exiting and Token Pruning
    2021/10/30 by Xuanli He, Iman Keivanloo, He, Xuanli +11 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  81. A Novel Convergence Analysis for Algorithms of the Adam Family
    2021/12/07 by Guo, Zhishuai, Xu, Yi, Yin, Wotao +2 · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
  82. Relit-NeuLF: Efficient Relighting and Novel View Synthesis via Neural 4D Light Field
    2023/10/23 by Li, Zhong, Song, Liangchen, Chen, Zhang +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  83. Learning from Untrimmed Videos: Self-Supervised Video Representation Learning with Hierarchical Consistency
    2022/04/06 by Qing, Zhiwu, Zhang, Shiwei, Huang, Ziyuan +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  84. Accelerate Stochastic Subgradient Method by Leveraging Local Growth Condition
    2016/07/04 by Yi Xu, Qihang Lin, Xu, Yi +3 · 1 citation
    Computer Science · Engineering · Mathematics · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Advanced Optimization Algorithms Research
  85. Good Idea or Not, Representation of LLM Could Tell
    2024/09/07 by Yi Xu, Bo Xue, Xu, Yi +15 · 2 citations
    Business, Management and Accounting · Social Sciences · #Artificial Intelligence (cs.AI) #Comparative and International Law Studies #Computation and Language (cs.CL) #European and International Contract Law #FOS: Computer and information sciences #Law, logistics, and international trade
  86. Look More but Care Less in Video Recognition
    2022/11/18 by Zhang, Yitian, Bai, Yue, Wang, Huan +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  87. Semantic Consistent Language Gaussian Splatting for Point-Level Open-vocabulary Querying
    2025/03/27 by Yin, Hairong, Zhan, Huangying, Xu, Yi +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  88. FlockVote: LLM-Empowered Agent-Based Modeling for Simulating U.S. Presidential Elections
    2025/11/27 by Zhou, Lingfeng, Xu, Yi, Wang, Zhenyu +1 · 1 voice
    Physics and Astronomy · Social Sciences · #Artificial Intelligence (cs.AI) #Computational and Text Analysis Methods #FOS: Computer and information sciences #FOS: Physical sciences #Language and cultural evolution #Multiagent Systems (cs.MA) #Opinion Dynamics and Social Influence #Physics and Society (physics.soc-ph)
  89. Context-Aware Prompt Tuning for Vision-Language Model with Dual-Alignment
    2023/09/08 by Hongyu Hu, Tiancheng Lin, Hu, Hongyu +7 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  90. MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging
    2025/05/17 by Qiu, Zihuan, Xu, Yi, He, Chiyuan +4 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  91. Spectrum AUC Difference (SAUCD): Human-aligned 3D Shape Evaluation
    2024/03/03 by Tianyu Luan, Zhong Li, Luan, Tianyu +11 · 2 citations
    Engineering · #Anatomy and Medical Technology
  92. Efficient Personalized Text-to-image Generation by Leveraging Textual Subspace
    2024/06/30 by Du, Shian, Cheng, Xiaotian, Qian, Qi +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  93. Representation Potentials of Foundation Models for Multimodal Alignment: A Survey
    2025/10/05 by Lu, Jianglin, Wang, Hailing, Xu, Yi +3 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  94. Balmer Decrement Anomalies in Galaxies at z ~ 6 Found by JWST Observations: Density-Bounded Nebulae or Excited H I Clouds?
    2024/03/29 by Yanagisawa, Hiroto, Ouchi, Masami, Nakajima, Kimihiko +11 · 1 citation
    #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences
  95. Stereo-NEC: Enhancing Stereo Visual-Inertial SLAM Initialization with Normal Epipolar Constraints
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    #FOS: Computer and information sciences #Robotics (cs.RO)
  96. RepEval: Effective Text Evaluation with LLM Representation
    2024/04/30 by Shuqian Sheng, Yi Xu, Sheng, Shuqian +16 · 1 citation
    Computer Science · #Natural Language Processing Techniques
  97. MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment
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    Computer Science · #Information Retrieval and Search Behavior #Expert finding and Q&A systems #Recommender Systems and Techniques
  98. A Variational Prosody Model for Mapping the Context-Sensitive Variation of Functional Prosodic Prototypes
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    Computer Science · #Speech Recognition and Synthesis #Music and Audio Processing #Topic Modeling
  99. Is Reference Necessary in the Evaluation of NLG Systems? When and Where?
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    Computer Science · Decision Sciences · #AI-based Problem Solving and Planning #Complex Systems and Decision Making #Computation and Language (cs.CL) #FOS: Computer and information sciences
  100. Strong He I Emission Lines in High N/O Galaxies at z ∼ 6 Identified in JWST Spectra: High He/H Abundance Ratios or High Electron Densities?
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    Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysical Phenomena and Observations #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena
  101. OrientDream: Streamlining Text-to-3D Generation with Explicit Orientation Control
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    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  102. Nonnegative Tensor Factorization, Completely Positive Tensors and an Hierarchical Elimination Algorithm
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    #FOS: Mathematics #Numerical Analysis (math.NA)
  103. SolidGS: Consolidating Gaussian Surfel Splatting for Sparse-View Surface Reconstruction
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    Engineering · Earth and Planetary Sciences · #Surface Roughness and Optical Measurements #3D Surveying and Cultural Heritage #Industrial Vision Systems and Defect Detection
  104. Evolutionary Contrastive Distillation for Language Model Alignment
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    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  105. REG4Rec: Reasoning-Enhanced Generative Model for Large-Scale Recommendation Systems
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    Computer Science · #Recommender Systems and Techniques #Explainable Artificial Intelligence (XAI) #Advanced Graph Neural Networks
  106. AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs
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    Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Semantic Web and Ontologies #Simulation Techniques and Applications
  107. The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks
    2024/05/14 by Liu, Ziquan, Cui, Yufei, Yan, Yan +4 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  108. Dark-state engineering in Fock-state lattices
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    Physics and Astronomy · Computer Science · #Random lasers and scattering media #Quantum Information and Cryptography #Quantum optics and atomic interactions
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    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotic Path Planning Algorithms #Robotics (cs.RO)
  110. SAPPHIRES: A Galaxy Over-Density in the Heart of Cosmic Reionization at z=8.47
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    #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences
  111. Uncertainty-Guided Enhancement on Driving Perception System via Foundation Models
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    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  112. SparseLGS: Sparse View Language Embedded Gaussian Splatting
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    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  113. On the Convergence of (Stochastic) Gradient Descent with Extrapolation for Non-Convex Optimization
    2019/01/30 by Yi Xu, Zhuoning Yuan, Xu, Yi +7 · 1 citation
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  114. Efficient ANN-SNN Conversion with Error Compensation Learning
    2025/05/12 by Liu, Chang, Shen, Jiangrong, Ran, Xuming +4 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  115. SAPPHIRES: Extremely Metal-Poor Galaxy Candidates with 12+\rm log(O/H)<7.0 at z∼5-7 from Deep JWST/NIRCam Grism Observations
    2025/05/06 by Hsiao, Tiger Yu-Yang, Sun, Fengwu, Lin, Xiaojing +19 · 1 citation
    #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences