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AIM Faculty & Staff
Tianyi Zhou
Tianyi Zhou
Assistant Professor, Computer Science and UMIACS
Latest Papers
AutoDavis: Automatic and Dynamic Evaluation Protocol of Large Vision-Language Models on Visual Question-Answering
Author(s): Han Bao, Yue Huang, Yanbo Wang, et. al
UMD Author(s): Tianyi Zhou
Does Socialization Emerge in AI Agent Society? A Case Study of Moltbook
Author(s): Ming Li, Xirui Li, Tianyi Zhou
UMD Author(s): Tianyi Zhou
Generative Models for Synthetic Data: Transforming Data Mining in the GenAI Era
Author(s): Dawei Li, Yue Huang, Ming Li, et. al
UMD Author(s): Tianyi Zhou
CoSTA∗: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing
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arXiv
Author(s): Gupta, A., Velaga, N., Nguyen, D., et. al
UMD Author(s): Tianyi Zhou
Understanding the Impact of Negative Prompts: When and How Do They Take Effect?
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Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics
Author(s): Ban, Y., Wang, R., Hsieh, C.-J., et. al
UMD Author(s): Tianyi Zhou
Quantifying and Modeling Driving Styles in Trajectory Forecasting
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arXiv
Author(s): Zheng, L., Araghi, H.Y., Wu, T., et. al
UMD Author(s): Tianyi Zhou
GRAPHICBENCH: A Planning Benchmark for Graphic Design with Language Agents
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arXiv
Author(s): Zhou, T., Carpuat, M., Ki, D., et. al
UMD Author(s): Tianyi Zhou
Do Text-Free Diffusion Models Learn Discriminative Visual Representations?
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Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics
Author(s): Mukhopadhyay, S., Gwilliam, M., Agarwal, V., et. al
UMD Author(s): Tianyi Zhou
WALL-E 2.0: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents
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arXiv
Author(s): Zhou, S., Long, G., Jiang, J., et. al
UMD Author(s): Tianyi Zhou
R1-Zero’s “Aha Moment” in Visual Reasoning on a 2B Non-SFT Model
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arXiv
Author(s): Zhou, H., Li, X., Wang, R., et. al
UMD Author(s): Tianyi Zhou