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Xing, Eric

  1. PathVQA: 30000+ Questions for Medical Visual Question Answering
    2020/03/07 by Xuehai He, He, Xuehai, Yichen Zhang +7 · 104 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  2. Harnessing Deep Neural Networks with Logic Rules
    2016/03/21 by Zhiting Hu, Xuezhe Ma, Hu, Zhiting +7 · 32 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  3. TrustLLM: Trustworthiness in Large Language Models
    2024/01/01 by Yue Huang, Huang, Yue, Lichao Sun +136 · 43 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI)
  4. Efficient Test-Time Adaptation of Vision-Language Models
    2024/03/27 by Adilbek Karmanov, Karmanov, Adilbek, Dayan Guan +7 · 41 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 #Multimodal Machine Learning Applications
  5. Weakly Supervised 3D Open-vocabulary Segmentation
    2023/05/23 by Liu, Kunhao, Zhan, Fangneng, Zhang, Jiahui +6 · 31 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. Squeeze, Recover and Relabel: Dataset Condensation at ImageNet Scale From A New Perspective
    2023/06/22 by Zeyuan Yin, Yin, Zeyuan, Eric P. Xing +3 · 27 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  7. Efficient Exploration via State Marginal Matching
    2019/06/12 by Lisa Lee, Lee, Lisa, Benjamin Eysenbach +9 · 24 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics #Robotics (cs.RO)
  8. CIRL: Controllable Imitative Reinforcement Learning for Vision-based Self-driving
    2018/07/10 by Liang, Xiaodan, Wang, Tairui, Yang, Luona +1 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  9. FreGS: 3D Gaussian Splatting with Progressive Frequency Regularization
    2024/03/11 by Jiahui Zhang, Fangneng Zhan, Zhang, Jiahui +7 · 24 citations
    Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geophysical Methods and Applications #Underwater Acoustics Research
  10. Nonparametric Variational Auto-encoders for Hierarchical Representation Learning
    2017/03/21 by Prasoon Goyal, Zhiting Hu, Goyal, Prasoon +7 · 13 citations
    Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  11. StyleRF: Zero-shot 3D Style Transfer of Neural Radiance Fields
    2023/03/19 by Kunhao Liu, Fangneng Zhan, Liu, Kunhao +13 · 14 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  12. Methods for comparing uncertainty quantifications for material property\n predictions
    2019/12/20 by Kevin Tran, Willie Neiswanger, Tran, Kevin +9 · 9 citations
    Computer Science · Materials Science · #Computational Drug Discovery Methods #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
  13. Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation
    2021/11/29 by Zechun Liu, Kwang‐Ting Cheng, Liu, Zechun +7 · 11 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG)
  14. Esoteric Language Models: A Family of Any-Order Diffusion LLMs
    2025/06/02 by Subham Sekhar Sahoo, Zhihan Yang, Sahoo, Subham Sekhar +18 · 1 voice · 16 citations
    Arts and Humanities · Business, Management and Accounting · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Islamic Finance and Banking Studies #Machine Learning (cs.LG) #Media, Religion, Digital Communication #cs.CL #cs.LG
  15. Discrete Temporal Models of Social Networks
    2009/08/09 by Steve Hanneke, Wenjie Fu, Hanneke, Steve +3 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Opinion Dynamics and Social Influence
  16. What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions
    2024/05/22 by Sang Keun Choe, Choe, Sang Keun, Hwijeen Ahn +25 · 20 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data Technologies and Applications #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
  17. SlimPajama-DC: Understanding Data Combinations for LLM Training
    2023/09/19 by Zhiqiang Shen, Tianhua Tao, Shen, Zhiqiang +16 · 13 citations
    Computer Science · Decision Sciences · #Natural Language Processing Techniques #Topic Modeling #Data Quality and Management
  18. One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning
    2023/06/13 by Arnav Chavan, Chavan, Arnav, Zhuang Liu +7 · 11 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
  19. Asymptotically Exact, Embarrassingly Parallel MCMC
    2013/11/19 by Neiswanger, Willie, Wang, Chong, Xing, Eric · 5 citations
    #Computation (stat.CO) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC)
  20. Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation Systems
    2024/02/27 by Zhenting Qi, Hanlin Zhang, Qi, Zhenting +7 · 13 citations
    Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Web Data Mining and Analysis
  21. How to Build the Virtual Cell with Artificial Intelligence: Priorities and Opportunities
    2024/09/18 by Bunne, Charlotte, Roohani, Yusuf, Rosen, Yanay +39 · 17 citations
    #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #Quantitative Methods (q-bio.QM)
  22. VideoGLaMM: A Large Multimodal Model for Pixel-Level Visual Grounding in Videos
    2024/11/07 by Shehan Munasinghe, Munasinghe, Shehan, Hanan Gani +11 · 16 citations
    Computer Science · #Advanced Vision and Imaging #Video Surveillance and Tracking Methods #Video Analysis and Summarization
  23. VSA: Faster Video Diffusion with Trainable Sparse Attention
    2025/05/19 by Yongqi Chen, Zhang, Peiyuan, Haofeng Huang +11 · 27 citations
    Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  24. Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models
    2023/08/30 by Neha Sengupta, Sunil Kumar Sahu, Sengupta, Neha +51 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Healthcare
  25. Confidence Matters: Revisiting Intrinsic Self-Correction Capabilities of Large Language Models
    2024/02/19 by Li, Loka, Chen, Zhenhao, Chen, Guangyi +4 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  26. SDQ: Stochastic Differentiable Quantization with Mixed Precision
    2022/06/09 by Xijie Huang, Zhiqiang Shen, Huang, Xijie +13 · 6 citations
    Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG)
  27. Federated Learning via Posterior Averaging: A New Perspective and Practical Algorithms
    2020/10/11 by Maruan Al-Shedivat, Jennifer Gillenwater, Al-Shedivat, Maruan +5 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  28. Multimodal Image Synthesis and Editing: The Generative AI Era
    2021/12/27 by Fangneng Zhan, Yingchen Yu, Zhan, Fangneng +15 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  29. Learning to Prompt Segment Anything Models
    2024/01/09 by Jiaxing Huang, Huang, Jiaxing, Kai Jiang +11 · 7 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  30. 3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds
    2023/04/03 by Aoran Xiao, Jiaxing Huang, Xiao, Aoran +15 · 6 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  31. Multimodal Machine Learning for Automated ICD Coding
    2018/10/31 by Keyang Xu, Mike Lam, Xu, Keyang +21 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Health Professions · #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Medical Coding and Health Information
  32. A Fast Knowledge Distillation Framework for Visual Recognition
    2021/12/02 by Zhiqiang Shen, Shen, Zhiqiang, Eric P. Xing +1 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. Temporally Disentangled Representation Learning under Unknown Nonstationarity
    2023/10/28 by Xiangchen Song, Song, Xiangchen, Weiran Yao +13 · 6 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  34. Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning
    2020/03/11 by Shen, Zhiqiang, Liu, Zechun, Liu, Zhuang +3 · 3 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
  35. Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming
    2023/05/05 by Hanlin Zhang, Zhang, Hanlin, Jiani Huang +7 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  36. Fusing Models with Complementary Expertise
    2023/10/02 by Hongyi Wang, Felipe Maia Polo, Wang, Hongyi +9 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Topic Modeling
  37. Pathological Visual Question Answering
    2020/10/06 by Xuehai He, He, Xuehai, Zhuo Cai +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
  38. AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness
    2022/10/13 by Dacheng Li, Li, Dacheng, Hongyi Wang +5 · 4 citations
    Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Software System Performance and Reliability
  39. Identification of Nonlinear Latent Hierarchical Models
    2023/06/13 by Kong, Lingjing, Huang, Biwei, Xie, Feng +3 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  40. Gated Path Planning Networks
    2018/06/17 by Lee, Lisa, Parisotto, Emilio, Chaplot, Devendra Singh +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robotics (cs.RO)
  41. A Study on the Calibration of In-context Learning
    2023/12/07 by Hanlin Zhang, Zhang, Hanlin, Yifan Zhang +13 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Education and Learning Interventions #FOS: Computer and information sciences #Machine Learning (cs.LG)
  42. LLM360 K2: Building a 65B 360-Open-Source Large Language Model from Scratch
    2025/01/13 by Zhengzhong Liu, Liu, Zhengzhong, Bowen Tan +47 · 7 citations
    Computer Science · #Natural Language Processing Techniques
  43. Learning from Imperfect Annotations
    2020/04/07 by Platanios, Emmanouil Antonios, Al-Shedivat, Maruan, Xing, Eric +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  44. Prototypical Graph Contrastive Learning
    2021/06/17 by Lin, Shuai, Zhou, Pan, Hu, Zi-Yuan +6 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  45. Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect
    2024/09/26 by Guokan Shang, Hadi Abdine, Shang, Guokan +21 · 5 citations
    Arts and Humanities · Computer Science · #Language, Linguistics, Cultural Analysis #Natural Language Processing Techniques #Linguistic Studies and Language Acquisition
  46. Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space
    2022/01/03 by Arnav Chavan, Zhiqiang Shen, Chavan, Arnav +9 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  47. Evaluating Step-by-Step Reasoning through Symbolic Verification
    2022/12/16 by Zhang, Yi-Fan, Zhang, Hanlin, Li, Li Erran +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  48. Fast Distribution To Real Regression
    2013/11/10 by Junier B. Oliva, Oliva, Junier B., Willie Neiswanger +7 · 1 citation
    Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
  49. Memory-adaptive Depth-wise Heterogeneous Federated Learning
    2023/03/08 by Kai Zhang, Yutong Dai, Zhang, Kai +9 · 2 citations
    Computer Science · Social Sciences · #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
  50. Making Scalable Meta Learning Practical
    2023/10/09 by Choe, Sang Keun, Mehta, Sanket Vaibhav, Ahn, Hwijeen +4 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  51. Synthesizing Privacy-Preserving Text Data via Finetuning without Finetuning Billion-Scale LLMs
    2025/03/16 by Bowen Tan, Zheng Xu, Tan, Bowen +7 · 5 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Internet Traffic Analysis and Secure E-voting
  52. Towards Open-World Generation of Stereo Images and Unsupervised Matching
    2025/03/17 by Qiao, Feng, Xiong, Zhexiao, Xing, Eric +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  53. Explaining a black-box using Deep Variational Information Bottleneck Approach
    2019/02/19 by Bang, Seojin, Xie, Pengtao, Lee, Heewook +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  54. On the Generalization Error Bounds of Neural Networks under Diversity-Inducing Mutual Angular Regularization
    2015/11/23 by Pengtao Xie, Yuntian Deng, Xie, Pengtao +3 · 2 citations
    Computer Science · Mathematics · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Morphological variations and asymmetry #Neural Networks and Applications
  55. ALISON: Fast and Effective Stylometric Authorship Obfuscation
    2024/02/01 by Xing, Eric, Venkatraman, Saranya, Le, Thai +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.0 #I.2.7 #Machine Learning (cs.LG)
  56. Betty: An Automatic Differentiation Library for Multilevel Optimization
    2022/07/05 by Sang Keun Choe, Choe, Sang Keun, Willie Neiswanger +5 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural Networks and Reservoir Computing #Optimization and Control (math.OC)
  57. XRayGAN: Consistency-preserving Generation of X-ray Images from Radiology Reports
    2020/06/17 by Xingyi Yang, Yang, Xingyi, Nandiraju Gireesh +5 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #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) #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  58. Understanding the Skill Gap in Recurrent Language Models: The Role of the Gather-and-Aggregate Mechanism
    2025/04/22 by Eric P. Xing, Bick, Aviv, Albert Gu +2 · 5 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Machine Learning in Healthcare
  59. Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling
    2020/12/11 by Boecking, Benedikt, Neiswanger, Willie, Xing, Eric +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  60. On Data Efficiency of Meta-learning
    2021/01/30 by Al-Shedivat, Maruan, Li, Liam, Xing, Eric +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  61. Cauchy Principal Component Analysis
    2014/12/19 by Pengtao Xie, Eric P. Xing, Xie, Pengtao +1 · 1 citation
    Chemistry · Computer Science · #Blind Source Separation Techniques #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Spectroscopy and Chemometric Analyses
  62. Tradeoffs of Linear Mixed Models in Genome-wide Association Studies
    2021/11/05 by Wang, Haohan, Aragam, Bryon, Xing, Eric · 1 citation
    #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Populations and Evolution (q-bio.PE) #Quantitative Methods (q-bio.QM)
  63. Data-Free Neural Architecture Search via Recursive Label Calibration
    2021/12/03 by Liu, Zechun, Shen, Zhiqiang, Long, Yun +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  64. Rare Gems: Finding Lottery Tickets at Initialization
    2022/02/24 by Kartik K. Sreenivasan, Sreenivasan, Kartik, Jy-yong Sohn +14 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Stochastic Gradient Optimization Techniques
  65. Multi-task Learning of Order-Consistent Causal Graphs
    2021/11/03 by Xinshi Chen, Haoran Sun, Chen, Xinshi +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  66. Distributed Machine Learning via Sufficient Factor Broadcasting
    2014/09/19 by Pengtao Xie, Xie, Pengtao, Jin Kyu Kim +11 · 1 citation
    Computer Science · Engineering · #Distributed #Error Correcting Code Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  67. Latent Variable Modeling with Diversity-Inducing Mutual Angular Regularization
    2015/12/23 by Pengtao Xie, Xie, Pengtao, Yuntian Deng +3 · 1 citation
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Gaussian Processes and Bayesian Inference
  68. Critique of World Model
    2025/07/07 by Eric Xing, Mingkai Deng, Xing, Eric +4 · 6 citations
    Computer Science · Neuroscience · Psychology · #Action Observation and Synchronization #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Embodied and Extended Cognition #FOS: Computer and information sciences #Machine Learning (cs.LG) #Psychiatry, Mental Health, Neuroscience #Robotics (cs.RO)
  69. good4cir: Generating Detailed Synthetic Captions for Composed Image Retrieval
    2025/03/22 by Kolouju, Pranavi, Xing, Eric, Pless, Robert +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  70. Toward AI-Driven Digital Organism: Multiscale Foundation Models for Predicting, Simulating and Programming Biology at All Levels
    2024/12/09 by Le Song, Song, Le, Eric P. Xing +2 · 2 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM) #Scientific Computing and Data Management
  71. QuARI: Query Adaptive Retrieval Improvement
    2025/05/27 by Eric Xing, Eric P. Xing, Xing, Eric +6 · 1 voice · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques
  72. Defending Against Poisoning Attacks in Federated Learning with Blockchain
    2023/07/02 by Dong, Nanqing, Wang, Zhipeng, Sun, Jiahao +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  73. Counterfactual Generation with Identifiability Guarantees
    2024/02/23 by Hanqi Yan, Lingjing Kong, Yan, Hanqi +11 · 1 citation
    Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Manufacturing Process and Optimization
  74. RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings
    2025/02/27 by Aayush Dhakal, Dhakal, Aayush, Srikumar Sastry +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Single-cell and spatial transcriptomics
  75. EvoLM: In Search of Lost Language Model Training Dynamics
    2025/06/19 by Zhenting Qi, Qi, Zhenting, Fan Nie +15 · 1 voice · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
  76. Efficient Long-context Language Model Training by Core Attention Disaggregation
    2025/10/20 by Yonghao Zhuang, Zhuang, Yonghao, Chen, Junda +14 · 1 citation
    Computer Science · #Big Data and Digital Economy #Advanced Neural Network Applications #Natural Language Processing Techniques
  77. Generalized Zero-shot ICD Coding
    2019/09/28 by Congzheng Song, Shanghang Zhang, Song, Congzheng +7 · 1 citation
    Computer Science · #Music and Audio Processing #Topic Modeling #Natural Language Processing Techniques