Bai, Tianyi

1. KeyVideoLLM: Towards Large-scale Video Keyframe Selection
   2024/07/03 by Hao Liang, Jiapeng Li, Liang, Hao +14 · 16 citations
   Computer Science · #Video Analysis and Summarization #Advanced Image and Video Retrieval Techniques #Web Data Mining and Analysis
2. A Survey of Multimodal Large Language Model from A Data-centric Perspective
   2024/05/26 by Tianyi Bai, Hao Liang, Bai, Tianyi +22 · 13 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
3. Transfer Learning for Bayesian Optimization: A Survey
   2023/02/12 by Tianyi Bai, Yang Li, Bai, Tianyi +9 · 7 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
4. Harnessing Diversity for Important Data Selection in Pretraining Large Language Models
   2024/09/25 by Chi Zhang, Zhang, Chi, Huaping Zhong +23 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques
5. LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models
   2024/10/13 by Ye, Junyan, Zhou, Baichuan, Huang, Zilong +12 · 11 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios
   2024/08/30 by Baichuan Zhou, Haote Yang, Zhou, Baichuan +17 · 8 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis
7. Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration
   2024/10/10 by Tianyi Bai, Bai, Tianyi, Ling Yang +19 · 8 citations
   Computer Science · Engineering · Mathematics · #Computation and Language (cs.CL) #Engineering and Information Technology #FOS: Computer and information sciences #Manufacturing Process and Optimization #Modeling, Simulation, and Optimization
8. Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models
   2025/04/19 by Zhuang, Xinlin, Peng, Jiahui, Ma, Ren +7 · 9 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
9. Fast, Secure, Adaptable: LionsOS Design, Implementation and Performance
   2025/01/08 by Gernot Heiser, Heiser, Gernot, Ivan Velickovic +27 · 1 voice
   #cs.OS #cs.CR
10. Multi-Step Visual Reasoning with Visual Tokens Scaling and Verification
    2025/06/08 by Bai, Tianyi, Hu, Zengjie, Sun, Fupeng +7 · 10 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. Proof of off-diagonal long-range order in a mean-field trapped Bose gas via the Feynman--Kac formula
    2024/08/05 by Bai, Tianyi, König, Wolfgang, Vogel, Quirin · 1 citation
    #FOS: Mathematics #Probability (math.PR)
12. Capacity of the range of tree-indexed random walk
    2020/04/13 by Tianyi Bai, Bai, Tianyi, Yijun Wan +1 · 1 citation
    Mathematics · Physics and Astronomy · #Stochastic processes and statistical mechanics #Theoretical and Computational Physics #Markov Chains and Monte Carlo Methods
13. Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning
    2025/06/08 by Bai, Tianyi, Fan, Yuxuan, Qiu, Jiantao +7 · 3 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences