Jiang, Dongzhi

1. MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?
   2024/03/21 by Zhang, Renrui, Jiang, Dongzhi, Zhang, Yichi +8 · 163 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)
2. MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine
   2024/07/11 by Renrui Zhang, Xinyu Wei, Zhang, Renrui +22 · 26 citations
   Social Sciences · #Mathematics Education and Teaching Techniques
3. MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency
   2025/02/13 by Dongzhi Jiang, Jiang, Dongzhi, Renrui Zhang +22 · 38 citations
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Semantic Web and Ontologies
4. T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT
   2025/05/01 by Jiang, Dongzhi, Guo, Ziyu, Zhang, Renrui +6 · 47 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)
5. CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
   2024/04/04 by Jiang, Dongzhi, Song, Guanglu, Wu, Xiaoshi +5 · 16 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines
   2024/09/19 by Dongzhi Jiang, Renrui Zhang, Jiang, Dongzhi +23 · 19 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies #Web Data Mining and Analysis
7. MoVA: Adapting Mixture of Vision Experts to Multimodal Context
   2024/04/19 by Zhuofan Zong, Zong, Zhuofan, Bingqi Ma +13 · 15 citations
   Social Sciences · Engineering · #Geographic Information Systems Studies #Spatial Cognition and Navigation
8. Temporal Enhanced Training of Multi-view 3D Object Detector via Historical Object Prediction
   2023/04/03 by Zhuofan Zong, Zong, Zhuofan, Dongzhi Jiang +11 · 7 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
9. MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning
   2025/06/05 by Xinyan Chen, Renrui Zhang, Chen, Xinyan +11 · 21 citations
   Computer Science · #Advanced Graph Neural Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
10. Echo-4o: Harnessing the Power of GPT-4o Synthetic Images for Improved Image Generation
    2025/08/13 by Ye, Junyan, Jiang, Dongzhi, Wang, Zihao +9 · 31 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM
    2024/12/12 by Zhuofan Zong, Dongzhi Jiang, Zong, Zhuofan +13 · 8 citations
    Medicine · #Radiomics and Machine Learning in Medical Imaging
12. SciVerse: Unveiling the Knowledge Comprehension and Visual Reasoning of LMMs on Multi-modal Scientific Problems
    2025/03/13 by Guo, Ziyu, Zhang, Ray, Chen, Hao +4 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
13. Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark
    2025/10/30 by Guo, Ziyu, Chen, Xinyan, Zhang, Renrui +7 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
14. PiSA: A Self-Augmented Data Engine and Training Strategy for 3D Understanding with Large Models
    2025/03/13 by Guo, Zilu, Lin, Hongbin, Yuan, Zhihao +6 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
15. BLINK-Twice: You see, but do you observe? A Reasoning Benchmark on Visual Perception
    2025/10/10 by Junyan Ye, Dongzhi Jiang, Ye, Junyan +15 · 3 citations
    Computer Science · #Data Visualization and Analytics
16. RealGen: Photorealistic Text-to-Image Generation via Detector-Guided Rewards
    2025/11/29 by Junyan Ye, Leiqi Zhu, Ye, Junyan +17 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications