Skeleton based action recognition using translation-scale invariant image mapping and multi-scale deep CNN. - Bo Li 090; Yuchao Dai; Xuelian Cheng; Huahui Chen 002; Yi Lin; Mingyi He (ICME Workshops, 2017)

3D skeleton based action recognition by video-domain translation-scale invariant mapping and multi-scale dilated CNN. - Bo Li 090; Mingyi He; Yuchao Dai; Xuelian Cheng; Yucheng Chen (Multim. Tools Appl., 2018)

Noise-Aware Unsupervised Deep Lidar-Stereo Fusion. - Xuelian Cheng; Yiran Zhong; Yuchao Dai; Pan Ji; Hongdong Li (CVPR, 2019)

Hierarchical Neural Architecture Search for Deep Stereo Matching. - Xuelian Cheng; Yiran Zhong; Mehrtash Harandi; Yuchao Dai; Xiaojun Chang; Hongdong Li; Tom Drummond; Zongyuan Ge (NeurIPS, 2020)

Learning Network Architecture for Open-Set Recognition. - Xuelin Zhang; Xuelian Cheng; Donghao Zhang; C. Paul Bonnington; Zongyuan Ge (AAAI, 2022)

Implicit Motion Handling for Video Camouflaged Object Detection. - Xuelian Cheng; Huan Xiong; Deng-Ping Fan; Yiran Zhong; Mehrtash Harandi; Tom Drummond; Zongyuan Ge (CVPR, 2022)

Deep Laparoscopic Stereo Matching with Transformers. - Xuelian Cheng; Yiran Zhong; Mehrtash Harandi; Tom Drummond; Zhiyong Wang 001; Zongyuan Ge (MICCAI (8), 2022)

EndoSurf: Neural Surface Reconstruction of Deformable Tissues with Stereo Endoscope Videos. - Ruyi Zha; Xuelian Cheng; Hongdong Li; Mehrtash Harandi; Zongyuan Ge (MICCAI (9), 2023)

OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding. - Ming Hu; Peng Xia 005; Lin Wang 027; Siyuan Yan; Feilong Tang; Zhongxing Xu; Yimin Luo; Kaimin Song; Jürgen Leitner; Xuelian Cheng; Jun Cheng; Chi Liu 002; et al. (ECCV (4), 2024)

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding. - Feilong Tang; Chengzhi Liu; Zhongxing Xu; Ming Hu; Zile Huang; Haochen Xue; Ziyang Chen 003; Zelin Peng; Zhiwei Yang; Sijin Zhou; Wenxue Li; Yulong Li; et al. (CVPR, 2025)

MoRE: Unlocking Scalability in Reinforcement Learning for Quadruped Vision-Language-Action Models. - Han Zhao 008; Wenxuan Song; Donglin Wang; Xinyang Tong; Pengxiang Ding; Xuelian Cheng; Zongyuan Ge (CoRR, 2025)

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding. - Feilong Tang; Chengzhi Liu; Zhongxing Xu; Ming Hu; Zelin Peng; Zhiwei Yang; Jionglong Su; Minquan Lin; Yifan Peng 002; Xuelian Cheng; Imran Razzak; Zongyuan Ge (CoRR, 2025)

APTOS-2024 challenge report: Generation of synthetic 3D OCT images from fundus photographs. - Bowen Liu; Weiyi Zhang 004; Peranut Chotcomwongse; Xiaolan Chen; Ruoyu Chen; Pawin Pakaymaskul; Niracha Arjkongharn; Nattaporn Vongsa; Xuelian Cheng; Zongyuan Ge; Kun Huang; Xiaohui Li; et al. (CoRR, 2025)

RationalVLA: A Rational Vision-Language-Action Model with Dual System. - Wenxuan Song; Jiayi Chen; Wenxue Li; Xu He; Han Zhao 008; Can Cui 008; Pengxiang Ding; Shiyan Su; Feilong Tang; Xuelian Cheng; Donglin Wang; Zongyuan Ge; et al. (CoRR, 2025)