Juanxi Tian (田隽熙)

I am now a senior student at Hong Kong Baptist University, majoring in artificial intelligence. My research interests mainly include MLLM, Optimization and Visual Generation.

Homepage: https://tianshijing.github.io

Publications

Trans4D: Realistic Geometry-Aware Transition for Compositional Text-to-4D Synthesis

Bohan Zeng, Ling Yang, Siyu Li, Jiaming Liu, Zixiang Zhang, Juanxi Tian, Kaixin Zhu, Yongzhen Guo, Fu-Yun Wang, Minkai Xu, Stefano Ermon, Wentao Zhang

arXiv.org 2024

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Unveiling the Backbone-Optimizer Coupling Bias in Visual Representation Learning

Siyuan Li, Juanxi Tian, Zedong Wang, Luyuan Zhang, Zicheng Liu, Weiyang Jin, Yang Liu, Baigui Sun, Stan Z. Li

arXiv.org 2024

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CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models

Peng Xia, Ze Chen, Juanxi Tian, Yangrui Gong, Ruibo Hou, Yue Xu, Zhenbang Wu, Zhiyuan Fan, Yiyang Zhou, Kangyu Zhu, Wenhao Zheng, Zhaoyang Wang, Xiao Wang, Xuchao Zhang, Chetan Bansal, Marc Niethammer, Junzhou Huang, Hongtu Zhu, Yun Li, Jimeng Sun, Zongyuan Ge, Gang Li, James Zou, Huaxiu Yao

NeurIPS 2024

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Switch EMA: A Free Lunch for Better Flatness and Sharpness

Siyuan Li, Juanxi Tian, Zicheng Liu, Ge Wang, Zedong Wang, Weiyang Jin, Di Wu, Cheng Tan, Tao Lin, Yang Liu, Baigui Sun, Stan Z. Li

arXiv.org 2024

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OpenMixup: Open Mixup Toolbox and Benchmark for Visual Representation Learning

Siyuan Li, Zedong Wang, Zicheng Liu, Juanxi Tian, Di Wu, Cheng Tan, Weiyang Jin, Stan Z. Li

arXiv.org 2022

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WideRange4D: Enabling High-Quality 4D Reconstruction with Wide-Range Movements and Scenes

Ling Yang, Kaixin Zhu, Juanxi Tian, Bohan Zeng, Mingbao Lin, Hongjuan Pei, Wentao Zhang, Shuicheng Yan

arXiv.org 2025

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