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Li, Junyi

  1. A Survey of Large Language Models
    2023/03/31 by Wayne Xin Zhao, Zhao, Wayne Xin, Kun Zhou +41 · 6 voices · 405 citations
    #cs.CL #cs.AI
  2. CLUE: A Chinese Language Understanding Evaluation Benchmark
    2020/04/13 by Liang Xu, Hai Hu, Xu, Liang +59 · 32 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  3. HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models
    2023/05/19 by Li, Junyi, Cheng, Xiaoxue, Zhao, Wayne Xin +2 · 46 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  4. Pretrained Language Models for Text Generation: A Survey
    2022/01/14 by Junyi Li, Li, Junyi, Tianyi Tang +7 · 32 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  5. A Survey of Vision-Language Pre-Trained Models
    2022/02/18 by Yifan Du, Du, Yifan, Zikang Liu +5 · 20 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  6. The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models
    2024/01/06 by Junyi Li, Jie Chen, Li, Junyi +11 · 20 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  7. BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models
    2023/09/23 by Zican Dong, Tianyi Tang, Dong, Zican +7 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  8. On the steerability of large language models toward data-driven personas
    2023/11/08 by Junyi Li, Li, Junyi, Ninareh Mehrabi +12 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Persona Design and Applications
  9. WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training
    2021/03/11 by Yuqi Huo, Manli Zhang, Huo, Yuqi +66 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
  10. Pretrained Language Models for Text Generation: A Survey
    2021/05/21 by Li, Junyi, Tang, Tianyi, Zhao, Wayne Xin +1 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering
    2024/02/27 by Yuhao Wang, Ruiyang Ren, Wang, Yuhao +9 · 8 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Information Retrieval and Search Behavior
  12. Generating Realistic Stock Market Order Streams
    2020/06/07 by Junyi Li, Xitong Wang, Li, Junyi +7 · 5 citations
    Computer Science · Decision Sciences · #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Stock Market Forecasting Methods
  13. Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising
    2023/03/27 by Junyi Li, Li, Junyi, Zhilu Zhang +11 · 5 citations
    Computer Science · Engineering · #Image and Signal Denoising Methods #Image Processing Techniques and Applications #Photoacoustic and Ultrasonic Imaging
  14. Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
    2025/09/09 by Xin Lai, Jun‐Yi Li, Lai, Xin +8 · 28 citations
    Computer Science · Engineering · #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 #Reinforcement Learning in Robotics #Robot Manipulation and Learning
  15. PartGLEE: A Foundation Model for Recognizing and Parsing Any Objects
    2024/07/23 by Li, Junyi, Wu, Junfeng, Zhao, Weizhi +2 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector
    2024/06/17 by Xiaoxue Cheng, Junyi Li, Cheng, Xiaoxue +13 · 7 citations
    Computer Science · #Machine Learning in Healthcare
  17. Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking
    2025/01/02 by Xiaoxue Cheng, Cheng, Xiaoxue, Junyi Li +5 · 11 citations
    Arts and Humanities · Neuroscience · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hallucinations in medical conditions #Mental Health Research Topics #Mental Health and Psychiatry
  18. Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising
    2024/04/11 by Junyi Li, Zhilu Zhang, Li, Junyi +3 · 6 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  19. SUPER-ADAM: Faster and Universal Framework of Adaptive Gradients
    2021/06/15 by Huang, Feihu, Li, Junyi, Huang, Heng · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
  20. RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement
    2024/12/17 by Jinhao Jiang, Jiayi Chen, Jiang, Jinhao +13 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  21. Energy Extraction from a Kerr Black Hole via Magnetic Reconnection within the Plunging Region
    2024/05/19 by Bin Chen, Chen, Bin, Yehui Hou +5 · 7 citations
    Engineering · Physics and Astronomy · #Astrophysical Phenomena and Observations #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #Geophysics and Sensor Technology #High Energy Astrophysical Phenomena (astro-ph.HE) #Pulsars and Gravitational Waves Research
  22. A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse
    2021/12/09 by Li, Junyi, Gu, Bin, Huang, Heng · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  23. Unidirectional Video Denoising by Mimicking Backward Recurrent Modules with Look-ahead Forward Ones
    2022/04/12 by Junyi Li, Xiaohe Wu, Li, Junyi +5 · 3 citations
    Computer Science · Engineering · #Image and Signal Denoising Methods #Photoacoustic and Ultrasonic Imaging #Image Processing Techniques and Applications
  24. ChainLM: Empowering Large Language Models with Improved Chain-of-Thought Prompting
    2024/03/21 by Xiaoxue Cheng, Junyi Li, Cheng, Xiaoxue +5 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Topic Modeling
  25. BiAdam: Fast Adaptive Bilevel Optimization Methods
    2021/06/21 by Feihu Huang, Huang, Feihu, Li, Junyi +1 · 2 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Numerical Methods in Computational Mathematics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Stochastic Gradient Optimization Techniques
  26. MVP: Multi-task Supervised Pre-training for Natural Language Generation
    2022/06/24 by Tianyi Tang, Junyi Li, Tang, Tianyi +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  27. A Survey on Long Text Modeling with Transformers
    2023/02/28 by Zican Dong, Tianyi Tang, Dong, Zican +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  28. ManuSearch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework
    2025/05/23 by Huang, Lisheng, Liu, Yichen, Jiang, Jinhao +4 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
    2025/07/17 by Yang, Senqiao, Li, Junyi, Lai, Xin +3 · 12 citations
    #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)
  30. Reasoning Models Hallucinate More: Factuality-Aware Reinforcement Learning for Large Reasoning Models
    2025/05/30 by Junyi Li, Li, Junyi, Hwee Tou Ng +1 · 6 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health and Psychiatry
  31. Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling
    2024/12/19 by Junyi Li, Hwee Tou Ng, Li, Junyi +1 · 3 citations
    Computer Science · #Topic Modeling
  32. Hand and Body Blockage Measurements with Form-Factor User Equipment at 28 GHz
    2019/12/08 by Vasanthan Raghavan, Raghavan, Vasanthan, Sonsay Noimanivone +19 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
  33. Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning
    2020/03/28 by Gaole He, He, Gaole, Junyi Li +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Topic Modeling
  34. Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models
    2021/06/03 by Li, Junyi, Tang, Tianyi, Zhao, Wayne Xin +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  35. Exploring Context Window of Large Language Models via Decomposed Positional Vectors
    2024/05/28 by Zican Dong, Dong, Zican, Junyi Li +13 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  36. TextBox: A Unified, Modularized, and Extensible Framework for Text Generation
    2021/01/06 by Junyi Li, Li, Junyi, Tianyi Tang +17 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  37. Flow structures and vertical transport in tilting salt finger with a background shear
    2021/12/18 by Junyi Li, Yantao Yang, Li, Junyi +1 · 1 citation
    Engineering · Earth and Planetary Sciences · #Fluid Dynamics and Turbulent Flows #Oceanographic and Atmospheric Processes #Fluid Dynamics and Thin Films
  38. Incentivizing Dual Process Thinking for Efficient Large Language Model Reasoning
    2025/05/22 by Cheng, Xiaoxue, Li, Junyi, Zhang, Zhenduo +4 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  39. Antenna Placement and Performance Tradeoffs with Hand Blockage in Millimeter Wave Systems
    2019/01/04 by Vasanthan Raghavan, Raghavan, Vasanthan, Mei-Li +7 · 1 voice
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #cs.IT
  40. Can Large Language Models Help Experimental Design for Causal Discovery?
    2025/03/03 by Li, Junyi, Chen, Yongqiang, Liu, Chenxi +5 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
  41. LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation
    2025/02/11 by Zican Dong, Xia Li, Dong, Zican +11 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  42. TokBench: Evaluating Your Visual Tokenizer before Visual Generation
    2025/05/23 by Junfeng Wu, Dongliang Luo, Wu, Junfeng +15 · 5 citations
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #Databases (cs.DB) #FOS: Computer and information sciences #Interactive and Immersive Displays #Multimedia Communication and Technology
  43. Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment
    2024/07/15 by Jinhao Jiang, Jiang, Jinhao, Junyi Li +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Web Data Mining and Analysis
  44. Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report
    2022/10/20 by Marcos V. Conde, Radu Timofte, Conde, Marcos V. +83 · 1 citation
    Engineering · #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
  45. ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation
    2022/10/24 by Junyi Li, Tianyi Tang, Li, Junyi +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  46. TextBox 2.0: A Text Generation Library with Pre-trained Language Models
    2022/12/26 by Tang, Tianyi, Li, Junyi, Chen, Zhipeng +9 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  47. GlyphDiffusion: Text Generation as Image Generation
    2023/04/25 by Li, Junyi, Zhao, Wayne Xin, Nie, Jian-Yun +1 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  48. Zero-shot Visual Question Answering with Language Model Feedback
    2023/05/26 by Du, Yifan, Li, Junyi, Tang, Tianyi +2 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  49. The Web Can Be Your Oyster for Improving Large Language Models
    2023/05/18 by Li, Junyi, Tang, Tianyi, Zhao, Wayne Xin +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  50. Beyond Image Borders: Learning Feature Extrapolation for Unbounded Image Composition
    2023/09/21 by Liu, Xiaoyu, Liu, Ming, Li, Junyi +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  51. Learning to Transfer Prompts for Text Generation
    2022/05/03 by Junyi Li, Li, Junyi, Tianyi Tang +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  52. Just Go Parallel: Improving the Multilingual Capabilities of Large Language Models
    2025/06/16 by Qorib, Muhammad Reza, Li, Junyi, Ng, Hwee Tou · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  53. LLMBox: A Comprehensive Library for Large Language Models
    2024/07/08 by Tang, Tianyi, Hu, Yiwen, Li, Bingqian +22 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  54. NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results
    2022/04/20 by Ren Yang, Yang, Ren, Radu Timofte +153 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment
  55. How Efficient Are Diffusion Language Models? A Critical Examination of Efficiency Evaluation Practices
    2025/10/21 by Han Peng, Peiyu Liu, Peng, Han +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  56. AlphaOPT: Formulating Optimization Programs with Self-Improving LLM Experience Library
    2025/10/21 by Kong, Minwei, Qu, Ao, Guo, Xiaotong +12 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences