Yixiao Wang

I'm a third-year PhD student at UC Berkeley, honored to be advised by Professor Masayoshi Tomizuka and affiliated with Berkeley Artificial Intelligence Research (BAIR).

Email / CV / Scholar / Github

News

November, 2024: Two paper were submitted to CVPR 2025!
September, 2024: Two paper were submitted to ICRA 2025!
September, 2024: One paper got accepted by CoRL 2024!
July, 2024: One paper got accepted by ECCV 2024!
June, 2024: One paper got accepted by IROS 2024!

Research

I am interested in robotics, generative AI (specifically diffusion models), reasoning, and planning. I am continuously pursuing the study of world models from the perspective of data distribution, focusing on how interactions can be learned and ensured under physical and social rules. I'm always open to collaborating and discussing on exciting research projects. Feel free to reach out!

	Imagined Potential Games: A Framework for Simulating, Learning and Evaluating Interactive Behaviors Lingfeng Sun, Yixiao Wang, Pin-Yun Hung, Changhao Wang, Xiang Zhang, Zhuo Xu, Masayoshi Tomizuka Under Review, 2024 project page / arXiv
	Sparse Diffusion Policy: A Sparse, Reusable, and Flexible Policy for Robot Learning Yixiao Wang^, Yifei Zhang^, Mingxiao Huo^, Ran Tian, Xiang Zhang, Yichen Xie, Chenfeng Xu, Pengliang Ji, Wei Zhan, Mingyu Ding, Masayoshi Tomizuka CoRL*, 2024 project page / arXiv
	OptTrajDiff: Optimizing Diffusion Models for Joint Trajectory Prediction and Controllable Generation Yixiao Wang, Chen Tang, Lingfeng Sun, Simone Rossi, Yichen Xie, Chensheng Peng, Thomas Hannagan, Stefano Sabatini, Nicola Poerio, Masayoshi Tomizuka, Wei Zhan ECCV, 2024 project page / arXiv
	DexDiffuser: Interaction-aware Diffusion Planning for Adaptive Dexterous Manipulation Zhixuan Liang, Yao Mu, Yixiao Wang, Tianxing Chen, Wenqi Shao, Wei Zhan, Masayoshi Tomizuka, Ping Luo, Mingyu Ding Under Review, 2024 project page / paper
	DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Chensheng Peng^, Chengwei Zhang^, Yixiao Wang, Chenfeng Xu, Yichen Xie, Wenzhao Zheng, Kurt Keutzer, Masayoshi Tomizuka, Wei Zhan Under Review, 2024 github / arXiv
	Joint Pedestrian Trajectory Prediction through Posterior Sampling Haotian Lin, Yixiao Wang^†, Mingxiao Huo, Chensheng Peng, Zhiyuan Liu, Masayoshi Tomizuka IROS, 2024 arXiv
	Physics-Aware Robotic Palletization with Online Masking Inference Tianqi Zhang, Zheng Wu, Yuxin Chen, Yixiao Wang, Boyuan Liang, Scott Moura, Masayoshi Tomizuka, Mingyu Ding, Wei Zhan Under Review, 2024 Paper
	Composition Vision-Language Understanding via Segment and Depth Anything Model Mingxiao Huo, Pengliang Ji, Haotian Lin, Junchen Liu, Yixiao Wang, Yijun Chen arXiv,2024 arXiv

Thank Jon Barron for sharing his website's source code.