Jingyi Zhang

1. Vision-Language Models for Vision Tasks: A Survey
   2023/04/03 by Jingyi Zhang, Zhang, Jingyi, Jiaxing Huang +5 · 190 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
2. Vision-Language Models for Vision Tasks: A Survey
   2024/02/26 by J Zhang, Jingyi Zhang, Jiaxing Huang +2 · 191 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
3. Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
   2024/12/24 by Huanjin Yao, Yao, Huanjin, Jiaxing Huang +19 · 3 voices · 36 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #cs.AI #cs.CV
4. The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report
   2024/04/16 by Bin Ren, Ren, Bin, Nancy Mehta +227 · 12 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Image Processing Techniques #Advanced Optical Sensing Technologies #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) #electronic engineering #information engineering
5. Self-Domain Adaptation for Face Anti-Spoofing
   2021/02/24 by Jingjing Wang, Wang, Jingjing, Jingyi Zhang +9 · 4 citations
   Computer Science · Medicine · #Biometric Identification and Security #Reconstructive Facial Surgery Techniques #Face recognition and analysis
6. Learning Series-Parallel Lookup Tables for Efficient Image Super-Resolution
   2022/07/26 by Cheng Ma, Jingyi Zhang, Ma, Cheng +5 · 4 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
7. Generalizable Black-Box Adversarial Attack with Meta Learning
   2023/01/01 by Fei Yin, Yin, Fei, Yong Zhang +11 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Learning to Prompt Segment Anything Models
   2024/01/09 by Jiaxing Huang, Huang, Jiaxing, Kai Jiang +11 · 4 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
9. R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO
   2025/05/22 by Huanjin Yao, Yao, Huanjin, Jingyi Zhang +18 · 16 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
10. Constraint‐aware and multi‐objective optimization for micro‐service composition in mobile edge computing
    2023/05/10 by Jintao Wu, Jingyi Zhang, Yiwen Zhang +1 · 2 citations
11. AI Guide Dog: Egocentric Path Prediction on Smartphone
    2025/01/14 by Aishwarya Jadhav, Jadhav, Aishwarya, Jeffery Cao +14 · 5 citations
    Computer Science · Engineering · #Video Analysis and Summarization #Speech and Audio Processing #Human Motion and Animation
12. Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks
    2021/04/16 by Hao Peng, Peng, Hao, Ruitong Zhang +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Social and Information Networks (cs.SI)
13. Lean manufacturing applications in prefabricated construction projects
    2023/06/01 by Juan Du, Jingyi Zhang, Daniel Castro-Lacouture +1 · 1 citation
14. Chemical Engineering of Heterojunction SERS Substrates: Emerging Tools for Disease Diagnosis and Health Monitoring
    2025/10/01 by Ming‐Jian Zhang, Aochi Liu, Jingyi Zhang +8 · 1 voice · 3 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · Materials Science · #Advanced biosensing and bioanalysis techniques #Biosensors and Analytical Detection #Gold and Silver Nanoparticles Synthesis and Applications
15. Prompt Ensemble Self-training for Open-Vocabulary Domain Adaptation
    2023/06/29 by Jiaxing Huang, Jingyi Zhang, Huang, Jiaxing +7 · 1 citation
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
16. Biodegradation of atrazine with biochar-mediated functional bacterial biofilm: Construction, characterization and mechanisms
    2024/03/01 by Bo Zhang, Jingdan Zhang, Yuping Wang +9 · 1 citation
17. Open-Vocabulary Object Detection via Language Hierarchy
    2024/10/27 by Jiaxing Huang, Jingyi Zhang, Huang, Jiaxing +5 · 1 citation
    Computer Science · #Natural Language Processing Techniques
18. IB-Flow: Information Bottleneck-Guided CFG Distillation for Few-Step Text-to-Image Generation
    2026/07/27 by Yiting Wang, Jingyi Zhang, Wenhu Zhang +4
    #cs.CV #cs.AI
19. Physical Properties of 6.7 Million Galaxies from the DESI Bright Galaxy Survey: Spectral Fitting and Systematic Tests with Mock Spectra
    2026/07/21 by Niu Li, Hu Zou, Jinfu Gou +7
    #astro-ph.GA
20. Scaling Limits of Constant-Stepsize SGD at Flat Minima
    2026/07/17 by Jingyi Zhang, Cheng Mao, Debankur Mukherjee
    #cs.LG #math.OC #math.PR #stat.ML