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Li Dong

  1. Retentive Network: A Successor to Transformer for Large Language Models
    2023/07/17 by Yutao Sun, Sun, Yutao, Li Dong +13 · 8 voices · 102 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  2. The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
    2024/02/27 by Shuming Ma, Ma, Shuming, Hongyu Wang +17 · 24 voices · 47 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
  3. LongNet: Scaling Transformers to 1,000,000,000 Tokens
    2023/07/05 by Jiayu Ding, Shuming Ma, Ding, Jiayu +13 · 7 voices · 25 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL #cs.LG
  4. Why Can GPT Learn In-Context? Language Models Implicitly Perform Gradient Descent as Meta-Optimizers
    2022/12/20 by Damai Dai, Yutao Sun, Dai, Damai +12 · 4 voices · 48 citations
    Computer Science · #Topic Modeling #Machine Learning and Data Classification #Advanced Neural Network Applications
  5. DeepNet: Scaling Transformers to 1,000 Layers
    2022/03/01 by Hongyu Wang, Shuming Ma, Wang, Hongyu +10 · 2 voices · 18 citations
    Computer Science · Engineering · #Neural Networks and Reservoir Computing #Ferroelectric and Negative Capacitance Devices #Advanced Neural Network Applications
  6. Language Is Not All You Need: Aligning Perception with Language Models
    2023/02/27 by Shaohan Huang, Dong Li, Li Dong +35 · 1 voice · 41 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  7. BitNet: Scaling 1-bit Transformers for Large Language Models
    2023/10/17 by Hongyu Wang, Shuming Ma, Wang, Hongyu +18 · 8 voices · 40 citations
    Computer Science · #Multimodal Machine Learning Applications #Speech Recognition and Synthesis #Topic Modeling #cs.CL
  8. Augmenting Language Models with Long-Term Memory
    2023/06/12 by Weizhi Wang, Li Dong, Wang, Weizhi +11 · 3 voices · 22 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  9. Kosmos-2: Grounding Multimodal Large Language Models to the World
    2023/06/26 by Zhiliang Peng, Peng, Zhiliang, Wenhui Wang +11 · 1 voice · 130 citations
    Computer Science · #cs.CL #cs.CV
  10. MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers
    2020/02/25 by Wenhui Wang, Wang, Wenhui, Furu Wei +9 · 215 citations
    Computer Science · Engineering · Materials Science · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Machine Learning in Materials Science
  11. Swin Transformer V2: Scaling Up Capacity and Resolution
    2022/06/01 by Ze Liu, Han Hu, Yutong Lin +9 · 68 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  12. Reinforcement Pre-Training
    2025/06/09 by Quennie Dong, Qingxiu Dong, Li Dong +13 · 5 voices · 12 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  13. You Only Cache Once: Decoder-Decoder Architectures for Language Models
    2024/05/08 by Yutao Sun, Sun, Yutao, Li Dong +15 · 2 voices · 20 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
  14. Differential Transformer
    2024/10/07 by Tianzhu Ye, Ye, Tianzhu, Li Dong +11 · 7 voices
    #cs.CL #cs.LG
  15. BioCLIP: A Vision Foundation Model for the Tree of Life
    2023/11/30 by Samuel Stevens, Jiaman Wu, Stevens, Samuel +27 · 2 voices · 37 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Genetics, Bioinformatics, and Biomedical Research #Genomics and Phylogenetic Studies #cs.CL #cs.CV #cs.LG
  16. Language to Logical Form with Neural Attention
    2016/01/06 by Li Dong, Mirella Lapata, Dong, Li +1 · 24 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  17. InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training
    2020/07/15 by Zewen Chi, Chi, Zewen, Li Dong +16 · 19 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  18. Kosmos-G: Generating Images in Context with Multimodal Large Language Models
    2023/10/04 by Xichen Pan, Li Dong, Pan, Xichen +9 · 19 citations
    Social Sciences · Computer Science · #Computational and Text Analysis Methods #Multimodal Machine Learning Applications #Topic Modeling
  19. Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models
    2024/02/20 by Haoran Li, Qingxiu Dong, Li, Haoran +36 · 15 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  20. Large AI Model-Based Semantic Communications
    2023/07/07 by Feibo Jiang, Jiang, Feibo, Yubo Peng +11 · 10 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Cognitive Computing and Networks #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Robotics and Automated Systems
  21. GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning
    2025/04/01 by Jian Zhao, Zhao, Jian, Runze Liu +18 · 27 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare #Topic Modeling
  22. Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models
    2024/01/09 by Zhen Qin, Qin, Zhen, Weigao Sun +9 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Topic Modeling
  23. Coarse-to-Fine Decoding for Neural Semantic Parsing
    2018/05/12 by Li Dong, Mirella Lapata, Dong, Li +1 · 8 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  24. Data Selection via Optimal Control for Language Models
    2024/10/09 by Yuxian Gu, Gu, Yuxian, Li Dong +11 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  25. TransNormerLLM: A Faster and Better Large Language Model with Improved TransNormer
    2023/07/27 by Zhen Qin, Qin, Zhen, Li Dong +19 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  26. A Survey of Reinforcement Learning for Large Reasoning Models
    2025/09/10 by Kaiyan Zhang, Yuxin Zuo, Zhang, Kaiyan +72 · 55 citations
    Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI)
  27. Language Models as Inductive Reasoners
    2022/12/21 by Zonglin Yang, Li Dong, Yang, Zonglin +13 · 5 citations
    Computer Science · #Natural Language Processing Techniques
  28. Multimodal Latent Language Modeling with Next-Token Diffusion
    2024/12/11 by Yutao Sun, Sun, Yutao, Hangbo Bao +13 · 9 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
  29. Think Only When You Need with Large Hybrid-Reasoning Models
    2025/05/20 by Lingjie Jiang, X. J. Wu, Jiang, Lingjie +17 · 17 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
  30. Large AI Model Empowered Multimodal Semantic Communications
    2025/01/01 by Feibo Jiang, Li Dong, Yubo Peng +4 · 9 citations
  31. Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training
    2021/09/15 by Bo Zheng, Li Dong, Zheng, Bo +12 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  32. Cross-target Stance Detection by Exploiting Target Analytical Perspectives
    2024/01/03 by Daijun Ding, Rong Chen, Ding, Daijun +13 · 5 citations
    Engineering · #Maritime Navigation and Safety
  33. Visual Language Model based Cross-modal Semantic Communication Systems
    2024/05/06 by Feibo Jiang, Chuanguo Tang, Jiang, Feibo +9 · 5 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Information Theory (cs.IT) #Machine Learning (cs.LG)
  34. Direct Preference Knowledge Distillation for Large Language Models
    2024/06/28 by Yixing Li, Li, Yixing, Yuxian Gu +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  35. Enhanced Expressive Power and Fast Training of Neural Networks by Random Projections
    2018/11/22 by Jian‐Feng Cai, Cai, Jian-Feng, Li Dong +5 · 2 citations
    Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Microwave Imaging and Scattering Analysis
  36. DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders
    2021/06/25 by Shuming Ma, Ma, Shuming, Li Dong +14 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  37. LAMBO: Large AI Model Empowered Edge Intelligence
    2023/08/29 by Li Dong, Feibo Jiang, Dong, Li +11 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Networking and Internet Architecture (cs.NI) #Topic Modeling
  38. Learning to Ask Unanswerable Questions for Machine Reading Comprehension
    2019/06/14 by Haichao Zhu, Zhu, Haichao, Li Dong +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  39. Pursuing Temporal-Consistent Video Virtual Try-On via Dynamic Pose Interaction
    2025/05/22 by Li Dong, Li, Dong, Wenqi Zhong +13 · 3 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Generative Adversarial Networks and Image Synthesis #3D Shape Modeling and Analysis
  40. What Is The Best 3D Scene Representation for Robotics? From Geometric to Foundation Models
    2025/12/03 by Tianchen Deng, Deng, Tianchen, Yue Pan +23 · 6 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  41. RedStone: Curating General, Code, Math, and QA Data for Large Language Models
    2024/12/04 by Yaoyao Chang, Lei Cui, Chang, Yaoyao +29 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  42. LLM-as-a-Coach: Experiential Learning for Non-Verifiable Tasks
    2026/07/20 by Tianzhu Ye, Li Dong, Guanheng Chen +4 · 1 citation
    #cs.LG #cs.CL
  43. VibeVoice-ASR-BitNet Technical Report
    2026/07/23 by Songchen Xu, Ting Song, Shaohan Huang +10
    #cs.SD #cs.CL #eess.AS