AdvDrop: Adversarial Attack to DNNs by Dropping Information. - Ranjie Duan; Yuefeng Chen; Dantong Niu; Yun Yang 001; A. Kai Qin; Yuan He 011 (ICCV, 2021)

SOTR: Segmenting Objects with Transformers. - Ruohao Guo; Dantong Niu; Liao Qu; Zhenbo Li (ICCV, 2021)

LeafMask: Towards Greater Accuracy on Leaf Segmentation. - Ruohao Guo; Liao Qu; Dantong Niu; Zhenbo Li; Jun Yue (ICCVW, 2021)

Morié Attack (MA): A New Potential Risk of Screen Photos. - Dantong Niu; Ruohao Guo; Yisen Wang 001 (NeurIPS, 2021)

Moiré Attack (MA): A New Potential Risk of Screen Photos. - Dantong Niu; Ruohao Guo; Yisen Wang 001 (CoRR, 2021)

Audio-Visual Instance Segmentation. - Ruohao Guo; Yaru Chen; Yanyu Qi; Wenzhen Yue; Dantong Niu; Xianghua Ying (CoRR, 2023)

Object-based (yet Class-agnostic) Video Domain Adaptation. - Dantong Niu; Amir Bar; Roei Herzig; Trevor Darrell; Anna Rohrbach (CoRR, 2023)

LLARVA: Vision-Action Instruction Tuning Enhances Robot Learning. - Dantong Niu; Yuvan Sharma; Giscard Biamby; Jerome Quenum; Yutong Bai; Baifeng Shi; Trevor Darrell; Roei Herzig (CoRL, 2024)

Unsupervised Universal Image Segmentation. - Dantong Niu; Xudong Wang 007; Xinyang Han; Long Lian; Roei Herzig; Trevor Darrell (CVPR, 2024)

Instance-Level Panoramic Audio-Visual Saliency Detection and Ranking. - Ruohao Guo; Dantong Niu; Liao Qu; Yanyu Qi; Ji Shi 003; Wenzhen Yue; Bowei Xing; Taiyan Chen; Xianghua Ying (ACM Multimedia, 2024)

Open-Vocabulary Audio-Visual Semantic Segmentation. - Ruohao Guo; Liao Qu; Dantong Niu; Yanyu Qi; Wenzhen Yue; Ji Shi 003; Bowei Xing; Xianghua Ying (ACM Multimedia, 2024)

Masked Visual Pre-training for RGB-D and RGB-T Salient Object Detection. - Yanyu Qi; Ruohao Guo; Zhenbo Li; Dantong Niu; Liao Qu (PRCV (5), 2024)

In-Context Learning Enables Robot Action Prediction in LLMs. - Yida Yin; Zekai Wang; Yuvan Sharma; Dantong Niu; Trevor Darrell; Roei Herzig (CoRR, 2024)

Audio-Visual Instance Segmentation. - Ruohao Guo; Xianghua Ying; Yaru Chen; Dantong Niu; Guangyao Li; Liao Qu; Yanyu Qi; Jinxing Zhou; Bowei Xing; Wenzhen Yue; Ji Shi 003; Qixun Wang 002; et al. (CVPR, 2025)

SalienTR: A closer look at multi-modal transformer for RGB-T salient object detection. - Ruohao Guo; Wenzhen Yue; Liao Qu; Yanyu Qi; Dantong Niu; Xianghua Ying (Expert Syst. Appl., 2025)

Pre-training Auto-regressive Robotic Models with 4D Representations. - Dantong Niu; Yuvan Sharma; Haoru Xue; Giscard Biamby; Junyi Zhang 004; Ziteng Ji; Trevor Darrell; Roei Herzig (CoRR, 2025)

LeVERB: Humanoid Whole-Body Control with Latent Vision-Language Instruction. - Haoru Xue; Xiaoyu Huang; Dantong Niu; Qiayuan Liao; Thomas Kragerud; Jan Tommy Gravdahl; Xue Bin Peng; Guanya Shi; Trevor Darrell; Koushil Sreenath; S. Shankar Sastry (CoRR, 2025)