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Yelong Shen

  1. LoRA: Low-Rank Adaptation of Large Language Models
    2021/06/17 by Edward J. Hu, J. Edward Hu, Hu, Edward J. +14 · 10 voices · 2092 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  2. Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
    2024/04/22 by Marah Abdin, Abdin, Marah, Jyoti Aneja +262 · 8 voices · 312 citations
    Computer Science · #Computational Physics and Python Applications
  3. Reinforcement Learning for Reasoning in Large Language Models with One Training Example
    2025/04/29 by Yiping Wang, Wang, Yiping, Qing Yang +27 · 5 voices · 80 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.LG
  4. CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing
    2023/05/19 by Zhibin Gou, Gou, Zhibin, Zhihong Shao +11 · 1 voice · 109 citations
    Computer Science · #cs.CL #cs.AI
  5. Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
    2024/06/11 by Liliang Ren, Yang Liu, Ren, Liliang +10 · 2 voices · 27 citations
    Computer Science · #cs.CL #cs.LG
  6. Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs
    2025/03/03 by Microsoft, :, Abdelrahman Abouelenin +147 · 147 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
  7. ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
    2023/09/29 by Zhibin Gou, Gou, Zhibin, Shao, Zhihong +12 · 45 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #Educational Games and Gamification #FOS: Computer and information sciences #Topic Modeling
  8. Multi-LoRA Composition for Image Generation
    2024/02/26 by Ming Zhong, Yelong Shen, Zhong, Ming +15 · 1 voice · 16 citations
    Computer Science · Engineering · #Medical Image Segmentation Techniques #Robotics and Sensor-Based Localization
  9. OmniParser for Pure Vision Based GUI Agent
    2024/08/01 by Yadong Lü, Jianwei Yang, Lu, Yadong +5 · 40 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques
  10. StoryGAN: A Sequential Conditional GAN for Story Visualization
    2018/12/06 by Yitong Li, Zhe Gan, Li, Yitong +15 · 13 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  11. Rho-1: Not All Tokens Are What You Need
    2024/04/11 by Zhenghao Lin, Lin, Zhenghao, Zhibin Gou +19 · 23 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  12. Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise
    2022/12/22 by Zhenghao Lin, Yeyun Gong, Lin, Zhenghao +13 · 15 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
  13. A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models
    2021/10/16 by Woojeong Jin, Cheng Yu, Jin, Woojeong +7 · 9 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  14. Explanations from Large Language Models Make Small Reasoners Better
    2022/10/13 by Shiyang Li, Jianshu Chen, Li, Shiyang +21 · 9 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
  15. Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space
    2025/05/21 by Zhen Zhang, Xinyi He, Zhang, Zhen +13 · 29 citations
    Business, Management and Accounting · Engineering · #Collaboration in agile enterprises #Scheduling and Optimization Algorithms
  16. A Hybrid Retrieval-Generation Neural Conversation Model
    2019/04/19 by Liu Yang, Yang Liu, Yang, Liu +17 · 1 voice · 2 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.CL #cs.IR
  17. Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning
    2024/03/04 by Yiming Huang, Huang, Yiming, Xiao Liu +11 · 12 citations
    Computer Science · #Computability, Logic, AI Algorithms #Quantum Computing Algorithms and Architecture #Chaos-based Image/Signal Encryption
  18. Poolingformer: Long Document Modeling with Pooling Attention
    2021/05/10 by Hang Zhang, Yeyun Gong, Zhang, Hang +11 · 5 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  19. CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding
    2020/10/16 by Yanru Qu, Dinghan Shen, Qu, Yanru +9 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  20. LoRC: Low-Rank Compression for LLMs KV Cache with a Progressive Compression Strategy
    2024/10/04 by Rongzhi Zhang, Zhang, Rongzhi, K. Wang +11 · 8 citations
    Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
  21. An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models
    2023/09/18 by Yadong Lu, Chunyuan Li, Lu, Yadong +9 · 4 citations
    Computer Science · #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
  22. A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation
    2020/09/29 by Dinghan Shen, Mingzhi Zheng, Shen, Dinghan +7 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  23. Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math
    2025/04/30 by Haoran Xu, Baolin Peng, Xu, Haoran +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
  24. Stochastic Answer Networks for Machine Reading Comprehension
    2017/12/10 by Xiaodong Liu, Liu, Xiaodong, Yelong Shen +5 · 5 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  25. MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning
    2024/10/12 by Yaming Yang, Yang, Yaming, Dilxat Muhtar +21 · 6 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
  26. Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR
    2025/08/19 by Xiao Liang, Zhongzhi Li, Liang, Xiao +10 · 25 citations
    Computer Science · #Computation and Language (cs.CL) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences
  27. Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation
    2024/12/17 by Yiping Wang, Xuehai He, Wang, Yiping +13 · 6 citations
    Computer Science · Engineering · #Artificial Intelligence in Games #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation #Video Analysis and Summarization
  28. Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension
    2020/05/16 by Hongyu Gong, Gong, Hongyu, Yelong Shen +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  29. M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search
    2018/02/12 by Yelong Shen, Jianshu Chen, Shen, Yelong +7 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Topic Modeling
  30. SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning
    2025/06/10 by Xiao Liang, Zhongzhi Li, Liang, Xiao +13 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  31. R&D-Agent: An LLM-Agent Framework Towards Autonomous Data Science
    2025/05/20 by Xiao Yang, Yang, Xu, Shikai Fang +27 · 3 citations
    Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #Data Mining Algorithms and Applications
  32. Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation
    2024/10/14 by Siru Ouyang, Ouyang, Siru, Shuohang Wang +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural Networks and Applications
  33. GRILL: Grounded Vision-language Pre-training via Aligning Text and Image Regions
    2023/05/24 by Woojeong Jin, Subhabrata Mukherjee, Jin, Woojeong +13 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  34. 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
  35. Mojito: Motion Trajectory and Intensity Control for Video Generation
    2024/12/12 by Xuehai He, He, Xuehai, Shuohang Wang +17 · 2 citations
    Computer Science · Engineering · Social Sciences · #Advanced Vision and Imaging #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Multimedia Communication and Technology