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Yu, Lili

  1. LIMA: Less Is More for Alignment
    2023/05/18 by Chunting Zhou, Zhou, Chunting, Pengfei Liu +27 · 6 voices · 120 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.AI #cs.CL #cs.LG
  2. Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
    2024/08/20 by Chunting Zhou, Zhou, Chunting, Lili Yu +17 · 4 voices · 116 citations
    Neuroscience · #Brain Tumor Detection and Classification
  3. Byte Latent Transformer: Patches Scale Better Than Tokens
    2024/12/13 by Artidoro Pagnoni, Pagnoni, Artidoro, Ram Pasunuru +27 · 17 voices · 39 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling #cs.CL
  4. MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers
    2023/05/12 by Lili Yu, Yu, Lili, Dániel Simig +9 · 4 voices · 22 citations
    #cs.LG
  5. Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length
    2024/04/12 by Xuezhe Ma, Xiaomeng Yang, Ma, Xuezhe +17 · 3 voices · 4 citations
    #cs.LG #cs.CL
  6. π0.5: a Vision-Language-Action Model with Open-World Generalization
    2025/04/22 by Physical Intelligence, Intelligence, Physical, Kevin Black +66 · 306 citations
    Social Sciences · #Religion and Sociopolitical Dynamics in Nigeria #Geographic Information Systems Studies #African history and culture analysis
  7. LMFusion: Adapting Pretrained Language Models for Multimodal Generation
    2024/12/19 by Weijia Shi, Shi, Weijia, Xiaochuang Han +11 · 40 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Multimodal Machine Learning Applications
  8. Scaling Laws for Generative Mixed-Modal Language Models
    2023/01/10 by Armen Aghajanyan, Lili Yu, Aghajanyan, Armen +17 · 14 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 #Speech Recognition and Synthesis #Topic Modeling
  9. Knowledge Insulating Vision-Language-Action Models: Train Fast, Run Fast, Generalize Better
    2025/05/29 by Danny Driess, Jost Tobias Springenberg, Driess, Danny +19 · 36 citations
    Computer Science · Engineering · #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Domain Adaptation and Few-Shot Learning
  10. Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning
    2023/09/05 by Lili Yu, Yu, Lili, Bowen Shi +51 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  11. Interactive Classification by Asking Informative Questions
    2019/11/09 by Lili Yu, Yu, Lili, Howard Chen +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Speech and dialogue systems #Topic Modeling
  12. π*0.6: a VLA That Learns From Experience
    2025/11/18 by Intelligence, Physical, Amin, Ali, Aniceto, Raichelle +53 · 19 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  13. Building a Production Model for Retrieval-Based Chatbots
    2019/06/07 by Swanson, Kyle, Yu, Lili, Fox, Christopher +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport
    2020/05/27 by Swanson, Kyle, Yu, Lili, Lei, Tao · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  15. CAT: Content-Adaptive Image Tokenization
    2025/01/06 by Shen, Junhong, Tirumala, Kushal, Yasunaga, Michihiro +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity
    2025/01/27 by Weixin Liang, Jun-Hong Shen, Liang, Weixin +8 · 2 citations
    Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Speech and Audio Processing
  17. Pisces: An Auto-regressive Foundation Model for Image Understanding and Generation
    2025/06/12 by Xu, Zhiyang, Chen, Jiuhai, Lin, Zhaojiang +10 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences