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Zhenglong Sun

21 accepted papers

2026

Align-Then-stEer: Adapting the Vision-Language Action Models through Unified Latent Guidance

ICLR 2026poster

Vision-Language-Action (VLA) models pre-trained on large, diverse datasets show remarkable potential for general-purpose robotic manipulation. However, a primary bottleneck remains in adapting these models to downstream tasks, especially when the robot's embodiment or the task itself differs from th…

Cited by 0SourcecodeScholar
2026

Force-Centric Bidirectional Cross-Domain Interpretation Between Soft-Body Simulation and Piezoresistive E-Skin

RA-L 2026

Cutaneous tactile feedback is essential for robotic manipulation, particularly when interacting with deformable objects with limited visual sensing. Learning-based approaches are increasingly adopted but rely on large volumes of tactile data. To meet this demand, Sim-to-Real strategies are widely us

Cited by 0SourceScholar
2025

An Open-Source Snake Hole-Digging Inspired Safety-Critical Insertion Planning and Replanning Framework for Continuum Robots

IROS 2025

Continuum robots, with their slender, flexible structures, are increasingly utilized for navigating confined spaces via follow-the-leader (FTL) motion to minimize trauma. However, traditional FTL algorithms fail to adjust the entire robot configuration, including the tail, and struggle with navigati

Cited by 0SourceScholar
2025

Entrospect: Information-Theoretic Self-Reflection Elicits Better Response Refinement of Small Language Models

ACL 2025finding

Self-reflection helps de-hallucinate Large Language Models (LLMs). However, the effectiveness of self-reflection remains insufficiently validated in the context of Small Language Models (SLMs), which exhibit limited semantic capacities. In particular, we demonstrate that the conventional self-reflec…

2025

Towards Fully Autonomous Robotic Ultrasound-guided Biopsy for Superficial Organs

IROS 2025

Ultrasound-guided therapeutic procedures rely heavily on operator skill, leading to variability and high training costs. The shortage of trained ultra-sonographers further exacerbates the issue, increasing workloads and associated health risks. Robotic technology has the potential to effectively tac

Cited by 0SourceScholar
2024

SD-DiT: Unleashing the Power of Self-supervised Discrimination in Diffusion Transformer

CVPR 2024poster

Diffusion Transformer (DiT) has emerged as the new trend of generative diffusion models on image generation. In view of extremely slow convergence in typical DiT recent breakthroughs have been driven by mask strategy that significantly improves the training efficiency of DiT with additional intra-im…

Cited by 27SourcePDFScholar
2022

Augmented Pointing Gesture Estimation for Human-Robot Interaction

ICRA 2022poster

With recent advancements in CV (computer vision) and AI (Artificial Intelligence) technologies, pointing gesture is becoming an emerging trend for human-robot interaction. Its intuitive and deictic nature makes it an ideal way for giving commands, especially referring spatial information to the robo…

Cited by 5SourceScholar
2022

Design and Control of a Highly Redundant Rigid-flexible Coupling Robot to Assist the COVID-19 Oropharyngeal-Swab Sampling

RA-L 2022

The outbreak of novel coronavirus pneumonia (COVID-19) has caused mortality and morbidity worldwide. Oropharyngeal-swab (OP-swab) sampling is widely used for the diagnosis of COVID-19 in the world. To avoid the clinical staff from being affected by the virus, we developed a 9-degree-of-freedom (DOF)

Cited by 52SourceScholar
2022

Fixed and Sliding FBG Sensors-Based Triaxial Tip Force Sensing for Cable-Driven Continuum Robots

ICRA 2022poster

Tip force sensing for cable-driven continuum robots are vital to provide the force information for safe and reliable human-robot interaction. However, traditional triaxial force sensors usually have a complicated structure occupying its inner lumen, without enough space for additional instrumental t…

Cited by 6SourceScholar
2021

BORM: Bayesian Object Relation Model for Indoor Scene Recognition

IROS 2021poster

Scene recognition is a fundamental task in robotic perception. For human beings, scene recognition is reasonable because they have abundant object knowledge of the real world. The idea of transferring prior object knowledge from humans to scene recognition is significant but still less exploited. In…

Cited by 23SourcecodeScholar
2021

Design of an SSVEP-based BCI Stimuli System for Attention-based Robot Navigation in Robotic Telepresence

IROS 2021poster

Brain-computer interface (BCI)-based robotic telepresence provides an opportunity for people with disabilities to control robots remotely without any actual physical movement. However, traditional BCI systems usually require the user to select the navigation direction from visual stimuli in a fixed…

Cited by 2SourceScholar
2021

Improving Contrastive Learning by Visualizing Feature Transformation

ICCV 2021poster

Contrastive learning, which aims at minimizing the distance between positive pairs while maximizing that of negative ones, has been widely and successfully applied in unsupervised feature learning, where the design of positive and negative (pos/neg) pairs is one of its keys. In this paper, we attemp…

Cited by 104PDFcodeScholar
2021

Long-Range Hand Gesture Recognition via Attention-based SSD Network

ICRA 2021poster

Hand gesture recognition plays an essential role in the human-robot interaction (HRI) field. Most previous research only studies hand gesture recognition in a short distance, which cannot be applied for interaction with mobile robots like unmanned aerial vehicles (UAVs) at a longer and safer distanc…

Cited by 13SourceScholar
2021

Towards Fully Autonomous Ultrasound Scanning Robot With Imitation Learning Based on Clinical Protocols

RA-L 2021

Ultrasound scanning plays an important role in modern clinical examinations. Thanks to its small footprint, low cost, and popularity, it has been widely used in annual physical examinations and many other diagnosis and intervention procedures. However, the scanning results depend heavily on the clin

Cited by 64SourceScholar
2020

A Novel Solar Tracker Driven by Waves: From Idea to Implementation

ICRA 2020poster

Traditional solar trackers often adopt motors to automatically adjust the attitude of the solar panels towards the sun for maximum power efficiency. In this paper, a novel design of solar tracker for the ocean environment is introduced. Utilizing the fluctuations due to the waves, electromagnetic br…

Cited by 4SourceScholar
2020

A Two-stage Automatic Latching System for The USVs Charging in Disturbed Berth

IROS 2020poster

Automatic latching for charging in a disturbed environment for Unmanned Surface Vehicle (USVs) is always a challenging problem. In this paper, we propose a two-stage automatic latching system for USVs charging in berth. In Stage I, a vision-guided algorithm is developed to calculate an optimal latch…

Cited by 3SourceScholar
2020

CCRobot-III: a Split-type Wire-driven Cable Climbing Robot for Cable-stayed Bridge Inspection

ICRA 2020poster

This paper presents a novel Cable Climbing Robot CCRobot-III, which is the third version designed for bridge cable inspection tasks, aiming at surpassing previous versions in terms of climbing speed and payload capacity. Benefiting from Split-type Wire-driven design, CCRobot-III can climb along a 90…

Cited by 31SourceScholar
2020

DiPE: Deeper into Photometric Errors for Unsupervised Learning of Depth and Ego-motion from Monocular Videos

IROS 2020poster

Unsupervised learning of depth and ego-motion from unlabelled monocular videos has recently drawn great attention, which avoids the use of expensive ground truth in the supervised one. It achieves this by using the photometric errors between the target view and the synthesized views from its adjacen…

Cited by 24SourcecodeScholar
2020

OceanVoy: A Hybrid Energy Planning System for Autonomous Sailboat

IROS 2020poster

Towards long range and high endurance sailing, energy is of utmost importance. Moreover, benefiting from the dominance of the sailboat itself, it is energy-saving and environment-friendly. Thus, the sailboat with energy planning problem is meaningful. However, until now, the sailboat energy optimiza…

Cited by 20SourceScholar
2019

Joint Torque Estimation toward Dynamic and Compliant Control for Gear-Driven Torque Sensorless Quadruped Robot

IROS 2019poster

This paper investigates dynamic and compliant control based on joint output torque estimation for electrically actuated quadruped robots with large-reduction-ratio harmonic gear. Compared with position control, force control exhibits better performance of dynamics and compliance for the robot's inte…

Cited by 29SourceScholar