Dantong Niu
8 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
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The Questioner
📈
Trend Setter
Top co-authors
Research topics
Keywords
adversarial attack
(2)
deep neural network
(2)
instance segmentation
(2)
multimodal learning
(2)
adversarial robustness
(1)
transfer learning
(1)
video segmentation
(1)
sound source localization
(1)
self-supervised learning
(1)
monocular depth estimation
(1)
object tracking
(1)
instruction following
(1)
instruction tuning
(1)
action prediction
(1)
neural network robustness
(1)
adversarial example
(1)
panoptic segmentation
(1)
feature pyramid network
(1)
physical attack
(1)
false premise
(1)
Papers
Audio-Visual Instance Segmentation
CVPR 2025
Do What? Teaching Vision-Language-Action Models to Reject the Impossible
EMNLP 2025
Pre-training Auto-regressive Robotic Models with 4D Representations
ICML 2025
LLARVA: Vision-Action Instruction Tuning Enhances Robot Learning
CoRL 2024
Unsupervised Universal Image Segmentation
CVPR 2024
AdvDrop: Adversarial Attack to DNNs by Dropping Information
ICCV 2021
Morié Attack (MA): A New Potential Risk of Screen Photos
NeurIPS 2021
SOTR: Segmenting Objects With Transformers
ICCV 2021