Guo, Junjia

1. Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach
   2024/12/24 by Jing Bi, Bi, Jing, Guo, Junjia +7 · 10 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
2. Why Reasoning Matters? A Survey of Advancements in Multimodal Reasoning (v1)
   2025/04/04 by Jing Bi, Susan Liang, Bi, Jing +31 · 12 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
3. VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity
   2025/03/14 by Bi, Jing, Guo, Junjia, Liang, Susan +8 · 9 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Generative AI for Cel-Animation: A Survey
   2025/01/08 by Tang, Yolo Y., Junjia Guo, Pinxin Liu +29 · 5 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Human-Computer Interaction (cs.HC)
5. VidComposition: Can MLLMs Analyze Compositions in Compiled Videos?
   2024/11/17 by Yunlong Tang, Junjia Guo, Tang, Yolo Y. +21 · 5 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
6. Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting
   2025/04/07 by Yunlong Tang, Jing Bi, Tang, Yunlong +33 · 4 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
7. When to Think and When to Look: Uncertainty-Guided Lookback
   2025/11/19 by Bi, Jing, Bellos, Filippos, Guo, Junjia +8 · 2 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models
   2025/10/06 by Tang, Yolo Y., Bi, Jing, Liu, Pinxin +24 · 6 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences