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    • Design, Modelling, and Control of a Bio-Inspired Passive-Extensible McKibben Muscle System with Self-Sensing and Self-Locking

      Shuai Mao*, Zhongchao Zhou*, Ziming Wang, Mauricio Villarroel, Liang He (*equal contribution)

      IEEE/ASME Transactions on Mechatronics (TMECH), 2026

    • E3VS-Bench: A Benchmark for Viewpoint-Dependent Active Perception in 3D Gaussian Splatting Scenes

      Koya Sakamoto, Taiki Miyanishi, Daichi Azuma, Shuhei Kurita, Shu Morikuni, Naoya Chiba, Motoaki Kawanabe, Yusuke Iwasawa, Yutaka Matsuo

      Proceedings of the 19th European Conference on Computer Vision (ECCV 2026), September 2026

    • SAIL: Test-Time Scaling for In-Context Imitation Learning with VLM

      Makoto Sato, Yusuke Iwasawa, Yujin Tang, So Kuroki

      Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2026), September 2026

    • PHASE: Compliance-Enabled Tactile Phase Retrieval for Few-Shot Insertion Learning

      Jeremy Siburian, Cristian Camilo Beltran-Hernandez, Tatsuya Matsushima, Yusuke Iwasawa, Masashi Hamaya, Mai Nishimura

      Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2026), September 2026

    • LLM-guided Adaptive Compensator: Bringing Adaptivity to Robotic Feedback Control with Large Language Model

      Zhongchao Zhou, Yuxi Lu, Yaonan Zhu, Yifei Zhao, Qian Niu, Bin He, Liang He, Wenwei Yu, Yusuke Iwasawa

      IEEE Transactions on Automation Science and Engineering (T-ASE), 2026

    • Grasp, Reason, Act: Tactile-Language Model for Zeroshot Sim2real Grasp Stability Prediction and Re-Grasping

      Gang Yan, Jiaxian Guo, Khrapchenkov Petr, Zhongchao Zhou, Yaonan Zhu, Yusuke Iwasawa

      IEEE Robotics and Automation Letters (RA-L), March 2026

    • M2oE: Modular Mixture of Experts for Multi-Morphology Reinforcement Learning of Modular Robots

      Chang Liu, Qinchao Xu, Satoshi Yagi, Satoshi Yamamori, Yaonan Zhu, Yusuke Iwasawa, Kazuya Yoshida, Jun Morimoto

      IEEE International Conference on Robotics & Automation (IEEE ICRA 2026), June 2026

    • Offline-Trained GAN-Augmented Highly Adaptive Control with Multi-DoF Fusion for Pneumatic Soft Surgical Robots

      Yuxi Lu, Zhongchao Zhou*, Yanmin Zhou, Zhipeng Wang, Shuo Jiang, Wenwei Yu, Bin He (*Corresponding author)

      IEEE Transactions on Automation Science and Engineering (T-ASE)

    • The Impact of VR and 2D Interfaces on Human Feedback in Preference-Based Robot Learning

      Jorge de Heuvel, Daniel Marta, Simon Holk, Iolanda Leite, Maren Bennewitz

      Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2025), October 2025

    • RNN-Based Visual Guidance for Enhanced Sense of Agency in Teleoperation with Time-Varying Delays

      Tomoya Morita, Simon Armleder, Yaonan Zhu, Hiroto Iino, Tadayoshi Aoyama, Gordon Cheng, Yasuhisa Hasegawa

      IEEE Robotics and Automation Letters (RA-L), October 2025