most citedKernelGPA: A Globally Optimal Solution to Deformable SLAM in Closed-form

3 citations · 3 across the 3 of their papers we have counts for

collaborators

6 papers

cs.CV2026

Cross-Primitive Consistency in Jev

Xu Liu, Guikun Chen, Kanzhi Wu +1

Jev enables efficient decision-making with large language models (LLMs) through typed querying primitives, allowing the same semantic state to be expressed in different formats, su…

cs.RO2026

DexNinja: Learning Robust Dexterous Cutting Policy with a Real-to-Sim-to-Real Data Engine

Haozhe Lou, Runyi Yang, Wanqi Zhong +10

Cutting a piece of food looks effortless in human hands. For a robot, however, every cut is a high-contact interaction with a deformable, elasto-plastic object whose behavior chang…

cs.RO2026

ϕ-RIE: From Photorealistic Reconstruction to Interactive Environments

Runyi Yang, Deheng Zhang, Xiaoye Wang +6

3D Gaussian Splatting (3DGS) can reconstruct a captured scene photorealistically, but the resulting representation does not by itself support physical interaction. Robot simulation…

cs.CV2026

LangStreet: Persistent Language Fields for Anchor-Decoded Street Gaussians

Runyi Yang, Deheng Zhang, Xiaoye Wang +6

Language Gaussian fields implicitly assume that the primitive carrying semantics remains identifiable across views. This assumption breaks in scalable anchor-decoded representation…

cs.CV2026

CoVStream: Edge-Cloud Collaboration for Understanding of Long Video Streams

Xu Liu, Guikun Chen, Zihao Yan +2

Long, continuous video streams are an increasingly critical driver of multimedia intelligence. Existing efforts often handle long videos with a sample-encode-reason approach using…

cs.RO2023★ 3 cited

KernelGPA: A Globally Optimal Solution to Deformable SLAM in Closed-form

Fang Bai, Kanzhi Wu, Adrien Bartoli

We study the generalized Procrustes analysis (GPA), as a minimal formulation to the simultaneous localization and mapping (SLAM) problem. We propose KernelGPA, a novel global regis…