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Huang, Jiaxin

  1. R-Zero: Self-Evolving Reasoning LLM from Zero Data
    2025/08/07 by Chengsong Huang, Huang, Chengsong, Wenhao Yu +15 · 12 voices · 50 citations
    #cs.LG #cs.AI #cs.CL
  2. Large Language Models Can Self-Improve
    2022/10/20 by Jiaxin Huang, Shixiang Shane Gu, Huang, Jiaxin +12 · 3 voices · 97 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
  3. Spherical Text Embedding
    2019/11/04 by Yu Meng, Meng Yu, Jiaxin Huang +12 · 1 voice · 6 citations
    Computer Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling #cs.CL #cs.LG #stat.ML
  4. Generating Training Data with Language Models: Towards Zero-Shot Language Understanding
    2022/02/09 by Meng Yu, Jiaxin Huang, Meng, Yu +5 · 12 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  5. SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning
    2024/01/09 by Hector A. Gonzalez, Gonzalez, Hector A., Jiaxin Huang +25 · 19 citations
    Engineering · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Neural and Evolutionary Computing (cs.NE)
  6. Taming Overconfidence in LLMs: Reward Calibration in RLHF
    2024/10/13 by Leng, Jixuan, Huang, Chengsong, Zhu, Banghua +1 · 20 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  7. Efficient Test-Time Scaling via Self-Calibration
    2025/02/25 by Chengsong Huang, Langlin Huang, Huang, Chengsong +6 · 26 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems #Image Processing Techniques and Applications #Machine Learning (cs.LG) #VLSI and Analog Circuit Testing
  8. Mitigating barren plateaus of variational quantum eigensolvers
    2022/05/26 by Xia Liu, Geng Liu, Liu, Xia +5 · 8 citations
    Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
  9. GOFA: A Generative One-For-All Model for Joint Graph Language Modeling
    2024/07/12 by Lecheng Kong, Kong, Lecheng, Jiarui Feng +11 · 12 citations
    Computer Science · #Semantic Web and Ontologies #Topic Modeling #Advanced Graph Neural Networks
  10. Text Classification Using Label Names Only: A Language Model Self-Training Approach
    2020/10/14 by Meng, Yu, Zhang, Yunyi, Huang, Jiaxin +4 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Enhancing Multimodal Understanding with CLIP-Based Image-to-Text Transformation
    2024/01/02 by Che, Chang, Lin, Qunwei, Zhao, Xinyu +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning
    2024/10/14 by Chengsong Huang, Langlin Huang, Huang, Chengsong +3 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
  13. EVolSplat: Efficient Volume-based Gaussian Splatting for Urban View Synthesis
    2025/03/26 by Jiaxin Huang, Miao, Sheng, Huang, Jiaxin +14 · 7 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. MLLM-For3D: Adapting Multimodal Large Language Model for 3D Reasoning Segmentation
    2025/03/23 by Huang, Jiaxin, Chen, Runnan, Li, Ziwen +5 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. Application of Machine Learning Optimization in Cloud Computing Resource Scheduling and Management
    2024/02/27 by Zhang, Yifan, Liu, Bo, Gong, Yulu +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  16. Optimizing Language Model's Reasoning Abilities with Weak Supervision
    2024/05/07 by Yongqi Tong, Tong, Yongqi, Sizhe Wang +15 · 2 citations
    Computer Science · #Natural Language Processing Techniques
  17. Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training
    2021/09/10 by Meng, Yu, Zhang, Yunyi, Huang, Jiaxin +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Efficient Depth-Guided Urban View Synthesis
    2024/07/17 by Miao, Sheng, Huang, Jiaxin, Bai, Dongfeng +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation
    2025/03/30 by Chengsong Huang, Leng, Jixuan, Huang, Chengsong +10 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. UrbanGS: Semantic-Guided Gaussian Splatting for Urban Scene Reconstruction
    2024/12/04 by Ziwen Li, Li, Ziwen, Jiaxin Huang +13 · 3 citations
    Computer Science · Earth and Planetary Sciences · Environmental Science · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Video Surveillance and Tracking Methods
  21. Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation
    2022/06/28 by Huang, Jiaxin, Meng, Yu, Han, Jiawei · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. Dynamic Resource Allocation for Virtual Machine Migration Optimization using Machine Learning
    2024/03/20 by Yulu Gong, Jiaxin Huang, Gong, Yulu +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  23. Few-Shot Named Entity Recognition: A Comprehensive Study
    2020/12/29 by Jiaxin Huang, Huang, Jiaxin, Chunyuan Li +15 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  24. Ontology Enrichment for Effective Fine-grained Entity Typing
    2023/10/11 by Siru Ouyang, Jiaxin Huang, Ouyang, Siru +9 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
  25. Vivid4D: Improving 4D Reconstruction from Monocular Video by Video Inpainting
    2025/04/15 by Huang, Jiaxin, Miao, Sheng, Yang, BangBang +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. ProtoMol: Enhancing Molecular Property Prediction via Prototype-Guided Multimodal Learning
    2025/10/19 by Yingxu Wang, Wang, Yingxu, Kunyu Zhang +9 · 3 citations
    Computer Science · Materials Science · #Computational Drug Discovery Methods #Advanced Graph Neural Networks #Machine Learning in Materials Science
  27. VisPlay: Self-Evolving Vision-Language Models from Images
    2025/11/19 by Yicheng He, Chengsong Huang, He, Yicheng +7 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Reinforcement Learning in Robotics
  28. Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space is All You Need
    2024/11/19 by Chen, Kecheng, Zhang, Pingping, Liu, Hui +6 · 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