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Kai Tian

  1. A Survey of Reinforcement Learning for Large Reasoning Models
    2025/09/10 by Kaiyan Zhang, Zhang, Kaiyan, Yuxin Zuo +80 · 2 voices · 55 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #cs.AI #cs.CL #cs.LG
  2. Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation
    2024/07/12 by Biqing Qi, Qi, Biqing, Kaiyan Zhang +15 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  3. Social Interaction-Aware Dynamical Models and Decision Making for Autonomous Vehicles
    2023/10/29 by Luca Crosato, Kai Tian, Crosato, Luca +9 · 2 citations
    Engineering · Psychology · #Autonomous Vehicle Technology and Safety #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC) #Robotics (cs.RO) #Systems and Control (eess.SY) #Traffic control and management #electronic engineering #information engineering
  4. Non-Local ConvLSTM for Video Compression Artifact Reduction
    2019/10/27 by Yi Xu, Xu, Yi, Longwen Gao +7 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  5. Explaining unsafe pedestrian road crossing behaviours using a Psychophysics-based gap acceptance model
    2022/06/09 by Kai Tian, Gustav Markkula, Chongfeng Wei +4 · 1 citation
    Engineering · Psychology · #Human-Automation Interaction and Safety #Safety Warnings and Signage #Traffic and Road Safety
  6. Advancing synthesis-free and enzyme-free rewritable DNA memory through frameshift encoding and nanopore duplex interruption decoding
    2025/08/30 by Kai Tian, Sicheng Zhang, Sally Chen +10 · 1 voice
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced biosensing and bioanalysis techniques #DNA and Biological Computing #Quantum-Dot Cellular Automata
  7. Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation Capabilities
    2025/02/17 by Hanbin Wang, Xiaoxuan Zhou, Wang, Hanbin +17 · 2 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 #Software Engineering (cs.SE) #Speech and dialogue systems
  8. Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process
    2024/05/20 by Ermo Hua, Biqing Qi, Hua, Ermo +11 · 1 citation
    Engineering · #Advancements in Photolithography Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  9. Emotion-Director: Bridging Affective Shortcut in Emotion-Oriented Image Generation
    2025/12/22 by Guoli Jia, Jia, Guoli, Junyao Hu +13 · 1 citation
    Computer Science · Neuroscience · #Generative Adversarial Networks and Image Synthesis #Aesthetic Perception and Analysis #Multimodal Machine Learning Applications
  10. Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering
    2026/07/30 by Junlin Yang, Che Jiang, Yu Fu +21 · 1 voice
    Computer Science · #cs.CL