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Tianyu Hao

3 accepted papers

2026

Less Is More: Sparse and Cooperative Perturbation for Point Cloud Attacks

AAAI 2026technical

Most adversarial attacks on point clouds perturb a large number of points, causing widespread geometric changes and limiting applicability in real-world scenarios. While recent works explore sparse attacks by modifying only a few points, such approaches often struggle to maintain effectiveness due t

Cited by 0SourcePDFScholar
2025

AdvGrasp: Adversarial Attacks on Robotic Grasping from a Physical Perspective

IJCAI 2025

Adversarial attacks on robotic grasping provide valuable insights into evaluating and improving the robustness of these systems. Unlike studies that focus solely on neural network predictions while overlooking the physical principles of grasping, this paper introduces AdvGrasp, a framework for adver

Cited by 0SourcePDFScholar
2021

Feature-Level Collaboration: Joint Unsupervised Learning of Optical Flow, Stereo Depth and Camera Motion

CVPR 2021poster

Precise estimation of optical flow, stereo depth and camera motion are important for the real-world 3D scene understanding and visual perception. Since the three tasks are tightly coupled with the inherent 3D geometric constraints, current studies have demonstrated that the three tasks can be improv…

Cited by 31PDFScholar