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Changyi Lin

10 accepted papers

2026

LightTact: A Visual-Tactile Fingertip Sensor for Deformation-Independent Contact Sensing

RSS 2026poster

Contact often occurs without macroscopic surface deformation, such as during interaction with liquids, semi-liquids, or ultra-soft materials. However, most existing tactile sensors rely on deformation to infer contact, making such light-contact interactions difficult to perceive robustly. To address…

Cited by 0SourceScholar
2025

Agile Continuous Jumping in Discontinuous Terrains

ICRA 2025

We focus on agile, continuous, and terrain-adaptive jumping of quadrupedal robots in discontinuous terrains such as stairs and stepping stones. Unlike single-step jumping, continuous jumping requires accurately executing highly dynamic motions over long horizons, which is challenging for existing ap

Cited by 17SourcecodeScholar
2025

Human2LocoMan: Learning Versatile Quadrupedal Manipulation with Human Pretraining

RSS 2025poster

Quadrupedal robots have demonstrated impressive locomotion capabilities in complex environments, but equipping them with autonomous versatile manipulation skills in a scalable way remains a significant challenge. In this work, we introduce a system that integrates data collection and imitation learn…

Cited by 0PDFcodeScholar
2025

LocoTouch: Learning Dynamic Quadrupedal Transport with Tactile Sensing

CoRL 2025poster

Quadrupedal robots have demonstrated remarkable agility and robustness in traversing complex terrains. However, they struggle with dynamic object interactions, where contact must be precisely sensed and controlled. To bridge this gap, we present LocoTouch, a system that equips quadrupedal robots wit…

Cited by 0SourceScholar
2025

QuietPaw: Learning Quadrupedal Locomotion with Versatile Noise Preference Alignment

IROS 2025

When operating at their full capacity, quadrupedal robots can produce loud footstep noise, which can be disruptive in human-centered environments like homes, offices, and hospitals. As a result, balancing locomotion performance with noise constraints is crucial for the successful real-world deployme

Cited by 1SourceScholar
2024

9DTact: A Compact Vision-Based Tactile Sensor for Accurate 3D Shape Reconstruction and Generalizable 6D Force Estimation

RA-L 2024

The advancements in vision-based tactile sensors have boosted the aptitude of robots to perform contact-rich manipulation, particularly when precise positioning and contact state of the manipulated objects are crucial for successful execution. In this work, we present <underline xmlns:mml="http://ww

Cited by 80SourceScholar
2024

ArrayBot: Reinforcement Learning for Generalizable Distributed Manipulation through Touch

ICRA 2024poster

We present ArrayBot, a distributed manipulation system consisting of a 16 × 16 array of vertically sliding pillars integrated with tactile sensors. Functionally, ArrayBot is designed to simultaneously support, perceive, and manipulate the tabletop objects. Towards generalizable distributed manipulat…

Cited by 14SourceScholar
2024

LocoMan: Advancing Versatile Quadrupedal Dexterity with Lightweight Loco-Manipulators

IROS 2024poster

Quadrupedal robots have emerged as versatile agents capable of locomoting and manipulating in complex environments. Traditional designs typically rely on the robot’s inherent body parts or incorporate top-mounted arms for manipulation tasks. However, these configurations may limit the robot’s operat…

Cited by 13SourceScholar
2023

DTact: A Vision-Based Tactile Sensor that Measures High-Resolution 3D Geometry Directly from Darkness

ICRA 2023poster

Vision-based tactile sensors that can measure 3D geometry of the contacting objects are crucial for robots to perform dexterous manipulation tasks. However, the existing sensors are usually complicated to fabricate and delicate to extend. In this work, we novelly take advantage of the reflection pro…

Cited by 33SourceScholar