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Xu, Haoran

  1. Deegen: A JIT-Capable VM Generator for Dynamic Languages
    2024/11/18 by Haoran Xu, Fredrik Kjolstad, Xu, Haoran +1 · 9 voices
    #cs.PL
  2. Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs
    2025/03/03 by Microsoft, Abdelrahman Abouelenin, : +147 · 144 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  3. Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation
    2024/01/16 by Haoran Xu, Xu, Haoran, Amr Sharaf +13 · 56 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  4. Cimple: Instruction and Memory Level Parallelism
    2018/07/04 by Vladimir Kiriansky, Haoran Xu, Kiriansky, Vladimir +5 · 1 voice · 1 citation
    #cs.PL
  5. The Belief State Transformer
    2024/10/30 by Edward S. Hu, Hu, Edward S., Kwangjun Ahn +21 · 3 voices · 7 citations
    Computer Science · #AI-based Problem Solving and Planning #Bayesian Modeling and Causal Inference #Intelligent Tutoring Systems and Adaptive Learning #cs.AI #cs.CL #cs.LG
  6. Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations
    2022/07/20 by Haoran Xu, Xu, Haoran, Xianyuan Zhan +5 · 12 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics #Virology and Viral Diseases
  7. Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization
    2023/03/28 by Haoran Xu, Xu, Haoran, Lì Jiāng +11 · 13 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  8. A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models
    2023/09/20 by Haoran Xu, Young Jin Kim, Xu, Haoran +5 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  9. The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts
    2024/01/23 by Shen, Lingfeng, Tan, Weiting, Chen, Sihao +6 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. Constraints Penalized Q-learning for Safe Offline Reinforcement Learning
    2021/07/19 by Xu, Haoran, Zhan, Xianyuan, Zhu, Xiangyu · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning
    2022/05/23 by Jianxiong Li, Xianyuan Zhan, Li, Jianxiong +9 · 4 citations
    Computer Science · #Reinforcement Learning in Robotics
  12. A Policy-Guided Imitation Approach for Offline Reinforcement Learning
    2022/10/15 by Xu, Haoran, Jiang, Li, Li, Jianxiong +1 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale
    2024/10/04 by Xu, Haoran, Murray, Kenton, Koehn, Philipp +3 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning
    2024/07/29 by Liyuan Mao, Mao, Liyuan, Haoran Xu +7 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  15. Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math
    2025/04/30 by Haoran Xu, Xu, Haoran, Baolin Peng +25 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  16. Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization
    2023/07/21 by Wang, Xiangsen, Xu, Haoran, Zheng, Yinan +1 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
  17. Geometrical control of interface patterning underlies active matter invasion
    2022/08/26 by Xu, Haoran, Nejad, Mehrana R., Yeomans, Julia M. +1 · 3 citations
    #FOS: Physical sciences #Soft Condensed Matter (cond-mat.soft)
  18. PROTO: Iterative Policy Regularized Offline-to-Online Reinforcement Learning
    2023/05/25 by Jianxiong Li, Xiao Hu, Li, Jianxiong +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
  19. ODICE: Revealing the Mystery of Distribution Correction Estimation via Orthogonal-gradient Update
    2024/02/01 by Mao, Liyuan, Xu, Haoran, Zhang, Weinan +1 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. Discriminator-Guided Model-Based Offline Imitation Learning
    2022/07/01 by Wenjia Zhang, Haoran Xu, Zhang, Wenjia +13 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  21. iMOVE: Instance-Motion-Aware Video Understanding
    2025/02/17 by Li, Jiaze, Shi, Yaya, Ma, Zongyang +7 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. Distilling Diffusion Models to Efficient 3D LiDAR Scene Completion
    2024/12/04 by Zhang, Shengyuan, Zhao, An, Yang, Ling +7 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. NTIRE 2024 Quality Assessment of AI-Generated Content Challenge
    2024/04/25 by Xiaohong Liu, Liu, Xiaohong, Xiongkuo Min +123 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Decision Sciences · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Scientific Computing and Data Management
  24. Towards Efficient Pre-training: Exploring FP4 Precision in Large Language Models
    2025/02/17 by Ding Tang, Zhou, Jiecheng, Rong Fu +18 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  25. Cross-Lingual BERT Contextual Embedding Space Mapping with Isotropic and Isometric Conditions
    2021/07/19 by Haoran Xu, Xu, Haoran, Philipp Koehn +1 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  26. Adapters for Altering LLM Vocabularies: What Languages Benefit the Most?
    2024/10/12 by HyoJung Han, Han, HyoJung, Akiko Eriguchi +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification
  27. PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
    2025/01/10 by Huang, Yangyu, Gao, Tianyi, Xu, Haoran +8 · 2 citations
    #Artificial Intelligence (cs.AI) #Computational Engineering #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Finance #Human-Computer Interaction (cs.HC) #Multiagent Systems (cs.MA) #and Science (cs.CE)
  28. ESPPU INPUT: C3 within the "Linear Collider Vision"
    2025/03/26 by Matthew Andorf, M. Bai, Andorf, Matthew B. +70 · 4 citations
    Physics and Astronomy · Engineering · #Particle Detector Development and Performance #Particle physics theoretical and experimental studies #Particle Accelerators and Free-Electron Lasers
  29. Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation Models
    2023/10/02 by Tianjian Li, Li, Tianjian, Haoran Xu +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  30. Diffusion Distillation With Direct Preference Optimization For Efficient 3D LiDAR Scene Completion
    2025/04/15 by An Zhao, Shengyuan Zhang, Zhao, An +14 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques
  31. Decoupled Global-Local Alignment for Improving Compositional Understanding
    2025/04/23 by Hu, Xiaoxing, Yang, Kaicheng, Wang, Jun +3 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  32. GS-Cache: A GS-Cache Inference Framework for Large-scale Gaussian Splatting Models
    2025/02/20 by Miao Tao, Yuanzhen Zhou, Tao, Miao +23 · 1 voice · 2 citations
    #cs.CV
  33. Delta-Triplane Transformers as Occupancy World Models
    2025/03/10 by Haoran Xu, Xu, Haoran, Peixi Peng +7 · 2 citations
    Decision Sciences · Energy · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Global Energy and Sustainability Research #Maritime Ports and Logistics #Robotics (cs.RO) #demographic modeling and climate adaptation
  34. Federated Learning with Sample-level Client Drift Mitigation
    2025/01/20 by Xu, Haoran, Li, Jiaze, Wu, Wanyi +1 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  35. SAM2-LOVE: Segment Anything Model 2 in Language-aided Audio-Visual Scenes
    2025/06/02 by Yuji Wang, Haoran Xu, Wang, Yuji +7 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Music Technology and Sound Studies #Music and Audio Processing #Speech and Audio Processing
  36. Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models
    2025/03/02 by Guo, Xingzhuo, Zhang, Yu, Chen, Baixu +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  37. TeleOpBench: A Simulator-Centric Benchmark for Dual-Arm Dexterous Teleoperation
    2025/05/19 by Hangyu Li, Li, Hangyu, Qin Zhao +21 · 3 citations
    Engineering · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotics (cs.RO) #Stroke Rehabilitation and Recovery #Teleoperation and Haptic Systems
  38. Multilevel Semantic-Aware Model for AI-Generated Video Quality Assessment
    2025/01/06 by Jiaze Li, Li, Jiaze, Haoran Xu +7 · 1 citation
    Computer Science · #Image and Video Quality Assessment #Visual Attention and Saliency Detection
  39. NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and Results
    2024/04/17 by Xin Li, Kun Yuan, Li, Xin +133 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #electronic engineering #information engineering
  40. Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
    2025/07/09 by Liliang Ren, Ren, Liliang, Congcong Chen +23 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  41. FairDiff: Fair Segmentation with Point-Image Diffusion
    2024/07/08 by Wenyi Li, Li, Wenyi, Haoran Xu +11 · 1 citation
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection
  42. Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets
    2024/10/06 by Tianjian Li, Li, Tianjian, Haoran Xu +7 · 1 citation
    Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  43. RGM: Reconstructing High-fidelity 3D Car Assets with Relightable 3D-GS Generative Model from a Single Image
    2024/10/10 by Xiaoxue Chen, Chen, Xiaoxue, Jv Zheng +19 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  44. MVReward: Better Aligning and Evaluating Multi-View Diffusion Models with Human Preferences
    2024/12/09 by Weitao Wang, Haoran Xu, Wang, Weitao +8 · 2 citations
    Decision Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Simulation Techniques and Applications