Publications

Senqiao Yang, Junyi Li, Xin Lai, Bei Yu, Hengshuang Zhao, Jiaya jia (2025). VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning. NeurIPS 2025.

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Shangpin Peng, Senqiao Yang, Li Jiang, Zhuotao Tian (2025). Mitigating Object Hallucinations via Sentence-Level Early Intervention. ICCV 2025.

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Senqiao Yang, Yukang Chen, Zhuotao Tian, Chengyao Wang, Jingyao Li, Bei Yu, Jiaya jia (2024). VisionZip: Longer is Better but Not Necessary in Vision Language Models. CVPR 2025.

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Senqiao Yang, Zhuotao Tian, Jiang Li, Jiaya jia (2024). Unified Language-driven Zero-shot Domain Adaptation. CVPR 2024.

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Jiaming Liu, Ran Xu, Senqiao Yang, Renrui Zhang, Qizhe Zhang, Zehui Chen, Yandong Guo, Shanghang Zhang (2023). Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation. CVPR 2024.

Senqiao Yang, Tianyuan Qu, Xin Lai, Zhuotao Tian, Bohao Peng, Shu Liu, Jiaya jia (2023). LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model. Tech Report.

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Senqiao Yang, Jiaming Liu, Ray Zhang, Mingjie Pan, Zoey Guo, Xiaoqi Li, Zehui Chen, Peng Gao, Yandong Guo, Shanghang Zhang (2023). LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding. AAAI 2025.

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Jiayi Ni, Senqiao Yang, Jiaming Liu, Xiaoqi Li, Wenyu Jiao, Ran Xu, Zehui Chen, Yi Liu, Shanghang Zhang (2023). Distribution-Aware Continual Test Time Adaptation for Semantic Segmentation. ICRA 2024.

Jiaming Liu, Senqiao Yang, Peidong Jia, Ming Lu, Yandong Guo, Wei Xue, Shanghang Zhang (2023). ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation. ICLR 2024.

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Senqiao Yang, Jiarui Wu, Jiaming Liu, Xiaoqi Li, Qizhe Zhang, Mingjie Pan, Shanghang Zhang (2023). Exploring sparse visual prompt for cross-domain semantic segmentation. AAAI 2024.

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Zelin Zang, Lei Shang, Senqiao Yang, Baigui Sun, Xuansong Xie, Stan Z. Li (2022). Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All in One Classifier. ICCV 2023 oral.

Zelin Zang, Yongjie Xu, Linyan Lu, Yulan Geng, Senqiao Yang, Stan Z. Li (2022). UDRN: Unified Dimensional Reduction Neural Network for Feature Selection and Feature Projection. Neural Networks.