Publications ( show selected / show all by date / show all by topic )
Topics:
Robot Learning /
Generative Models /
Cognitive-inspired Models /
Others
(* indicates equal contribution)

Occupancy World Model for Robots
Qiang Zhang*, Zhang Zhang*, Wei Cui*, Shuai Shi, Yijie Guo, Gang Han, Wen Zhao, Jingkai Sun, Jiahang Cao, Jiaxu Wang, Hao Cheng, Xiaozhu Ju, Zhengping Che, Renjing Xu, Jian Tang
arXiv 2025

Modality-Composable Diffusion Policy via Inference-Time Distribution-level Composition
Jiahang Cao, Qiang Zhang, Hanzhong Guo, Jiaxu Wang, Hao Cheng, Renjing Xu
ICLR GenBot 2025 (ICLR Generative Models for Robot Learning Workshop)

EmbodiedVSR: Dynamic Scene Graph-Guided Chain-of-Thought Reasoning for Visual Spatial Tasks
Yi Zhang*, Qiang Zhang*, Xiaozhu Ju*, Zhaoyang Liu, Jilei Mao, Jingkai Sun, Jintao Wu, Shixiong Gao, Shihan Cai, Zhiyuan Qin, Linkai Liang, Jiaxu Wang, Yiqun Duan*, Jiahang Cao, Renjing Xu, Jian Tang,
arXiv 2025

ES-Parkour: Advanced Robot Parkour with Bio-inspired Event Camera and Spiking Neural Network
Qiang Zhang*, Jiahang Cao*, Jingkai Sun*, Yecheng Shao, Gang Han, Wen Zhao, Yijie Guo, Renjing Xu
ICME 2025 (IEEE International Conference on Multimedia & Expo)

HumanoidPano: Hybrid Spherical Panoramic-LiDAR Cross-Modal Perception for Humanoid Robots
Qiang Zhang*, Zhang Zhang*, Wei Cui*, Jingkai Sun, Jiahang Cao, Yijie Guo, Gang Han, Wen Zhao, Jiaxu Wang, Chenghao Sun, Lingfeng Zhang, Hao Cheng, Yujie Chen, Lin Wang, Jian Tang, Renjing Xu
arXiv 2025

Mamba Policy: Towards Efficient 3D Diffusion Policy with Hybrid Selective State Models
Jiahang Cao*, Qiang Zhang*, Jingkai Sun, Jiaxu Wang, Hao Cheng, Yulin Li, Jun Ma, Yecheng Shao, Wen Zhao, Gang Han, Yijie Guo, Renjing Xu
IROS 2025 (IEEE/RSJ International Conference on Intelligent Robots and Systems)

Distillation-PPO: A Novel Two-Stage Reinforcement Learning Framework for Humanoid Robot Perceptive Locomotion
Qiang Zhang*, Gang Han*, Jingkai Sun*, Wen Zhao*, Chenghao Sun, Jiahang Cao, Jiaxu Wang, Yijie Guo, Renjing Xu
IROS 2025 (IEEE/RSJ International Conference on Intelligent Robots and Systems)

Trinity: A Modular Humanoid Robot AI System
Jingkai Sun*, Qiang Zhang*, Gang Han*, Wen Zhao*, Zhe Yong, Yan He, Jiaxu Wang, Jiahang Cao, Yijie Guo, Renjing Xu
arXiv 2025

LiPS: Large-Scale Humanoid Robot Reinforcement Learning with Parallel-Series Structures
Qiang Zhang*, Gang Han*, Jingkai Sun*, Wen Zhao*, Jiahang Cao, Jiaxu Wang, Hao Cheng, Lingfeng Zhang, Yijie Guo, Renjing Xu
arXiv 2025

RoboDexVLM: Visual Language Model-Enabled Task Planning and Motion Control for Dexterous Robot Manipulation
Haichao Liu, Sikai Guo, Pengfei Mai, Jiahang Cao, Haoang Li, Jun Ma
IROS 2025 (IEEE/RSJ International Conference on Intelligent Robots and Systems)

Representation Convergence: Mutual Distillation is Secretly a Form of Regularization
Zhengpeng Xie*, Jiahang Cao*, Qiang Zhang, Jianxiong Zhang, Changwei Wang, Renjing Xu
arXiv 2025

Not Just Text: Uncovering Vision Modality Typographic Threats in Image Generation Models
Hao Cheng*, Erjia Xiao*, Jiayan Yang, Jiahang Cao, Qiang Zhang, Jize Zhang, Kaidi Xu, Jindong Gu, Renjing Xu
CVPR 2025 (IEEE / CVF Computer Vision and Pattern Recognition Conference)

Adaptive Calibration: A Unified Conversion Framework of Spiking Neural Network
Ziqing Wang*, Yuetong Fang*, Jiahang Cao, Hongwei Ren, Renjing Xu
AAAI 2025 Oral (Annual AAAI Conference on Artificial Intelligence)

Event Masked Autoencoder: Point-wise Action Recognition with Event-Based Cameras
Jingkai Sun*, Qiang Zhang*, Jinzhao Zhou, Jiaxu Wang, Jiahang Cao, Hao Cheng, Renjing Xu
ICASSP 2025 (IEEE International Conference on Acoustics, Speech, and Signal Processing)

Fully Spiking Neural Network for Legged Robots
Xiaoyang Jiang*, Qiang Zhang*, Jingkai Sun, Jiahang Cao, Jingtong Ma, Renjing Xu
ICASSP 2025 (IEEE International Conference on Acoustics, Speech, and Signal Processing)

Robust SG-NeRF: Robust Scene Graph Aided Neural Surface Reconstruction
Yi Gu, Dongjun Ye, Zhaorui Wang, Jiaxu Wang, Jiahang Cao, Renjing Xu
arXiv 2024

Manipulation Facing Threats: Evaluating Physical Vulnerabilities in End-to-End Vision Language Action Models
Hao Cheng*, Erjia Xiao*, Chengyuan Yu, Zhao Yao, Jiahang Cao, Qiang Zhang, Jiaxu Wang, Mengshu Sun, Kaidi Xu, Jindong Gu, Renjing Xu
arXiv 2024

Mamba as decision maker: Exploring multi-scale sequence modeling in offline reinforcement learning
Jiahang Cao*, Qiang Zhang*, Ziqing Wang, Jingkai Sun, Jiaxu Wang, Hao Cheng, Yecheng Shao, Wen Zhao, Gang Han, Yijie Guo, Renjing Xu
arXiv 2024

E2H: A Two-Stage Non-Invasive Neural Signal Driven Humanoid Robotic Whole-Body Control Framework
Yiqun Duan*, Qiang Zhang*, Jinzhao Zhou, Jingkai Sun, Xiaowei Jiang, Jiahang Cao*, Jiaxu Wang, Yiqian Yang, Wen Zhao, Gang Han, Yijie Guo, Chin-Teng Lin
arXiv 2024

Spiking Neural Network as Adaptive Event Stream Slicer
Jiahang Cao*, Mingyuan Sun*, Ziqing Wang*, Hao Cheng, Qiang Zhang, Shibo Zhou, Renjing Xu
NeurIPS 2024 (Conference on Neural Information Processing Systems)

Reinforcement Learning with Generalizable Gaussian Splatting
Jiaxu Wang*, Qiang Zhang*, Jingkai Sun, Jiahang Cao, Yecheng Shao, Renjing Xu
IROS 2024 (IEEE/RSJ International Conference on Intelligent Robots and Systems)

Gaining the Sparse Rewards by Exploring Lottery Tickets in Spiking Neural Network
Hao Cheng*, Jiahang Cao*, Erjia Xiao, Mengshu Sun, Renjing Xu
IROS 2024 (IEEE/RSJ International Conference on Intelligent Robots and Systems)

Spiking Wavelet Transformer
Yuetong Fang*, Ziqing Wang*, Lingfeng Zhang, Jiahang Cao, Honglei Chen, Renjing Xu
ECCV 2024 (European Conference on Computer Vision)

Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Model
Hao Cheng*, Erjia Xiao*, Jindong Gu, Le Yang, Jinhao Duan, Jize Zhang, Jiahang Cao, Kaidi Xu, Renjing Xu
ECCV 2024 (European Conference on Computer Vision)

Spiking Diffusion Models
(The extended version of Spiking Denoising Diffusion Probabilistic Models)
Jiahang Cao*, Hanzhong Guo*, Ziqing Wang*, Deming Zhou, Hao Cheng, Qiang Zhang, Renjing Xu
TAI 2024 (IEEE Transactions on Artificial Intelligence)

Chasing Day and Night: Towards Robust and Efficient All-Day Object Detection Guided by an Event Camera
Jiahang Cao, Xu Zheng, Yuanhuiyi Lyu, Jiaxu Wang, Renjing Xu, Lin Wang
ICRA 2024 (IEEE International Conference on Robotics and Automation)

Spiking Denoising Diffusion Probabilistic Models
Jiahang Cao*, Ziqing Wang*, Hanzhong Guo*, Hao Cheng, Qiang Zhang, Renjing Xu
WACV 2024 (IEEE/CVF Winter Conference on Applications of Computer Vision)

Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces
Jiahang Cao*, Jinyuan Fang*, Zaiqiao Meng, Shangsong Liang
ACM Computing Surveys 2024
