activity
20232026
most citedMTIL: Encoding Full History with Mamba for Temporal Imitation Learning

2 citations · 2 across the 5 of their papers we have counts for

collaborators

5 papers

cs.RO2026

FasTac: A Curved Multispectral Vision-Based Tactile Sensor for High-Speed High-Precision 3D Shape and Force Perception

Xiaofan Lu, Kaiji Huang, Jiahui Chen +3

Curved tactile fingertips for dexterous manipulation must resolve fine contact geometry, distinguish normal and tangential loads, and capture transient signals. Existing curved vis…

cs.RO2026

Chronos: A Physics-Informed Full-History Framework for Non-Markovian Long-Horizon Manipulation

Yulin Zhou, Yimeng Wang, Nengyu Wang +9

General-purpose robot policies should be modeled as dynamical systems, yet many VLA and generative imitation policies still rely on present observations or short windows. This Mark…

cs.RO2025

3D Vision-tactile Reconstruction from Infrared and Visible Images for Robotic Fine-grained Tactile Perception

Yuankai Lin, Xiaofan Lu, Jiahui Chen +1

To achieve human-like haptic perception in anthropomorphic grippers, the compliant sensing surfaces of vision tactile sensor (VTS) must evolve from conventional planar configuratio…

cs.RO2025★ 2 cited

MTIL: Encoding Full History with Mamba for Temporal Imitation Learning

Yulin Zhou, Yuankai Lin, Fanzhe Peng +4

Standard imitation learning (IL) methods have achieved considerable success in robotics, yet often rely on the Markov assumption, which falters in long-horizon tasks where history…

cs.RO2023

GelSplitter: Tactile Reconstruction from Near Infrared and Visible Images

Yuankai Lin, Yulin Zhou, Kaiji Huang +4

The GelSight-like visual tactile (VT) sensor has gained popularity as a high-resolution tactile sensing technology for robots, capable of measuring touch geometry using a single RG…