Now I work as a robotics engineer on embodied AI and manipulation.
I'm currently a research intern in the Foundation Model Team at Sharpa Robotics,
building tactile foundation models for contact-rich dexterous manipulation, and was previously an algorithm intern in the
Embodied Robotic Manipulation Team at MindOn Robotics, post-training force-compliant manipulation policies.
I firmly believe that general-purpose robotics and AI are what will truly transform people's lives.
Nanjing → Paris → Singapore → Hong Kong → Lausanne → Shenzhen → Shanghai → What's next? · hover a stop
Research Philosophy
I aspire to train physical foundation models that generalize and adapt, much as I have trained myself through wide-ranging scientific exploration.
My Ph.D. in a few keywords: tactile sensing, Bayesian inference and
probabilistic decision making, applied to surgical robots and clinical devices.
In industry I now carry this into embodied AI and visuo-tactile manipulation:
integrating multiple modalities (vision–language–tactile) into
robot foundation models across pre-, mid- and post-training, and post-training
vision–language–action policies with force/tactile injection for contact-rich manipulation.
Selected Publications
My research interests include the following areas and sub-areas; numbers in parentheses refer to the publication list below.
Machine learning & embodied AI:
tactile foundation models and force/tactile-VLA post-training (coming soon), Bayesian active palpation and incision recommendation (10, 23),
learning-based ultrasound perception for surgical guidance (27), deep reinforcement learning for tumor palpation (7), sim-to-real policy transfer (8).
Tactile sensing:
OCT-based tactile sensors for intraluminal palpation (14, 17), piezoelectric tactile sensors (1, 2), vision-based tactile sensors (22),
flexible and stretchable strain sensors with embodied inflation perception (15, 18), origami-inspired force sensing (4),
force-sensing surgical instruments (6), haptic feedback in robot-assisted surgery (11).
Robotics:
robot-assisted tracheostomy (12, 13), augmented-reality surgical guidance (12), teleoperation and micromanipulation (20, 21),
continuum, capsule and endoluminal robots for biopsy (3, 6, 25, 26), magnetic and reconfigurable robots (5, 19),
soft actuators — thermo-pneumatic pouch motors, balloon actuators and bistable magnetoelastic origami (9, 16, 24, 26).
Peer-reviewed journal, conference and workshop papers, numbered chronologically. Papers I led are highlighted,
* denotes equal contribution. Pick a topic to filter the list; a paper can belong to several topics.
Full list on Google Scholar.
A detect-then-segment pipeline (YOLO + SAM2) that learns the hierarchy of thyroid cartilage, cricoid cartilage and tracheal rings in ultrasound from sparse surgeon annotations, towards ultrasound-guided robotic tracheostomy.
An ingestible capsule whose cam-driven kirigami polyimide flaps deploy and rotationally scrape tissue for depth-controlled GI biopsy, validated on ex vivo porcine tissue with histology.
Robotic bimodal palpation with ElastoSight: circumferential and sliding OCT B-scans plus Bayesian optimization localize tumor phantoms within 30 palpations (F1 > 0.976, centroid error < 0.032 mm) and segment hard inclusions from soft tissue with 0.983 precision.
A vision-based tactile sensor with a softer, conformable elastomer that palpates uneven, skin-covered cartilage and recovers both shape and stiffness of the throat region.
Grassmann line geometry is used to synthesize centimeter-scale parallel robots from a library of magnetically connected parts, so one kit can be reconfigured for many tasks.
Geometrically patterned, low-strain conductive-ink sensors transfer-printed onto soft balloon actuators give balloon-type robots awareness of their own inflation and of touch, which makes human–balloon interaction safer and inflation controllable.
Workshop version of ElastoSight: a single OCT probe with a snap-on elastomer film profiles contact force and 3D contact geometry at the same time during robotic intraluminal palpation.
Reshaping the energy landscape of a bistable magnetoelastic origami so that a magnetic field triggers a snap-through fast and strong enough to puncture tissue.
A miniature tactile sensor made by snapping a thin PDMS film onto an endoscopic OCT probe: Hertz-contact calibration gives contact force, and the imaged film gives 3D contact geometry with shape errors below 0.15 mm.
Active robotic palpation for tracheotomy: Bayesian optimization with a fusion (SE–OU) kernel and an energy-constrained, rescaled acquisition function localizes the tracheal rings efficiently and recommends the incision site under visual–tactile guidance.
A pipeless soft pouch motor: a Peltier element drives the liquid-to-gas phase transition in both directions, giving a dual-stroke actuator that hovers in liquid and rolls untethered on land.
A piezoelectric tactile sensor that measures tissue hardness dynamically, using symmetrical flexure hinges and anisotropic vibration modes to separate contact directions.
Selected Recognition
In pursuit of what I believe in, I am grateful for all the discussions, recognition and support I have received along the way.
Faculty of Engineering Funding Scheme for Postdoctoral Fellowship, CUHK, 2026
Koç University Postdoctoral Fellowship, in collaboration with Prof. Metin Sitti, 2026
HKSAR Talent Development Award, 2025
Overseas Research Attachment Programme (ORAP) Award, CUHK, 2025
Best Paper Award & Best Poster Runner-Up, ICRA 2025 Workshop on the Evolving Landscape of Surgical Robotics
Best Student Paper Finalist, IEEE ROBIO 2024
Ph.D. International Mobility for Partnerships and Collaborations (IMPAC) Award, CUHK, 2024
Front Cover Invitation, Advanced Engineering Materials, 2023
Runner-up Award, 8th Chinese Annual Seminar on Soft Robotic Theory and Technology, 2023
Silver Award, 13th Challenge Cup Chinese Student Entrepreneurship Competition (Hong Kong SAR delegate team), 2023
Hong Kong Postgraduate Scholarship, CUHK, 2021–2025
Excellent Graduation Thesis, Nanjing University of Aeronautics and Astronautics, 2020
Innovative Final-Year-Project Supporting Fund of Jiangsu Province, 2020
First Prize, Advanced Mathematics Competition, Chinese Mathematical Society, 2020
Champion, 10th Undergraduate Academic Forum, NUAA, 2019
China Scholarship Council Excellent Undergraduate Exchange Scholarship, 2019
Second Prize, National Robot and Artificial Intelligence Competition (humanoid robot group), 2017
Service
Session chair: ICBIR 2025, IEEE ROBIO 2024
Conference reviewer: ICRA 2024–27, IROS 2024–27, RoboSoft 2025–26, ROBIO 2024, ICIA 2025, ICBIR 2025
Journal reviewer:Cyborg and Bionic Systems, IEEE Transactions on Robotics, International Journal of Robotics Research, IEEE/ASME Transactions on Mechatronics, IEEE Transactions on Industrial Informatics, IEEE Robotics and Automation Letters, IEEE Sensors Journal, Advanced Robotics Research, Sensors, Biomimetic Intelligence and Robotics, ACS Applied Materials & Interfaces
Teaching
Teaching Assistant, ENGG 2760 Probability for Engineers, CUHK — Fall 2021–2024
Teaching Assistant, ELEG 3103 Robotic Perception and Intelligence, CUHK — Spring 2022–2025
Mentor for undergraduate and graduate final-year projects (CUHK)
Mentor for undergraduate final-year projects (NUS)