Research Interests
The Machine Perception and Learning (MAPLE) Lab has long been engaged in artificial intelligence, especially deep learning and its research in generative Artificial intelligence (AIGC), multimodal understanding and generative large models, 2D/3D intelligent creation, virtual reality, etc. 1.Intelligent creation based on generative artificial intelligence, such as GAN model, diffusion model, self-coding model and other deep learning theory and application;2.Multi-modal understanding and generation direction: video and image multi-modal generation and editing, 2D/3D scene and human body perception, reconstruction and interaction;3.Theory and application of artificial intelligence in 2D/3D virtual content creation, especially automatic 2D/3D virtual reality object and scene generation, non-rigid object generation and driving model with human main object;4.Embodied intelligence, including the design of general-purpose vision-language-action (VLA) models, robotic manipulation with robotic arms and dexterous hands, embodied agent reasoning, and world model–based VLA learning;
Meet The Team
Principle Investigator
Prof. Guo-Jun Qi was a technical VP and the Chief Scientist in Futurewei Technologies (Huawei Research America) based in Bellevue, WA, overseeing and leading the R&D for multiple cloud computing services, including Smart Cities, Visual Computing, Satellite Remoting Sensing, Vechicle Networking, and Autonomous Driving, and then founded the OPPO Research Center based in Seattle and several other cities across countries. He is a Changjiang Chair Professor at Westlake University, the first private non-profit research-oriented university based in Hangzhou. Previously, he was a faculty member and the director of MAPLE (MAchine Perception and LEarning) lab at Computer Science Department in the University of Central Florida, and a Research Staff Member at the IBM T.J. Watson Research Center (Yorktown Heights, NY). Before that, he worked in National University of Singapore and Microsoft Research Asia. He received Bachelor and Ph.D. degrees from the University of Science and Technology of China and the University of Illinois at Urbana-Champaign.
He is a Fellow of IEEE, IAPR and AAIA, as well as an ACM Distinguished Scientist and a Life Member of AAAI.
Group News
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Feb 02, 2026 Accepted by ICLR 2026
Our Paper "Don't Settle Too Early: Self-Reflective Remasking for Diffusion Language Models" has been accepted by ICLR 2026. Congratulations to MAPLE Group！
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Feb 02, 2026 Accepted by ICLR 2026
Our Paper "C-Evolve: Consensus-based Evolution for Prompt Groups" has been accepted by ICLR 2026. Congratulations to MAPLE Group！
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Sep 19, 2025 Accepted by NeurIPS 2025
Our Paper "Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models" has been accepted by NeurIPS 2025. Congratulations to MAPLE Group！
