Portrait of Ce Hao

Ce Hao (郝策)

Assistant Professor · Zhongguancun Academy

I am Ce Hao, and I joined Zhongguancun Academy as an Assistant Professor in 2026. My research focuses on bimanual mobile robot manipulation and the dynamics and locomotion of quadrupedal and humanoid robots.

I graduated with a PhD from the National University of Singapore, supervised by Prof. Harold Soh . Before NUS, I studied at the University of California, Berkeley as a PhD student in Prof. Masayoshi Tomizuka's lab. I obtained MS and BS degrees from Beihang University, supervised by Prof. Jia Song.

Robotics Robot Learning Locomotion

News

  • 2026-08 TouchThinker and PhotoCraft were accepted to EMNLP 2026.
  • 2026-07 MoDE-VLA, TacReasoner, and ResTacVLA were accepted to IROS 2026.
  • 2026-04 Hybrid Consistency Policy and VLA-Touch were accepted to RA-L 2026.
  • 2026-04 SkillVLA and Guided SSIP were accepted to R:SS 2026.
  • 2026-03 ForceVLA2 was accepted to CVPR 2026.
  • 2026-01 SkillMoEPolicy (SMP) was accepted to ICLR 2026.
  • 2026-01 VFP and APREBot were accepted to ICRA 2026.
  • 2025-12 REBot was accepted to RA-L 2025.
  • 2025-10 ForceVLA was accepted to NeurIPS 2025.
  • 2025-07 CHD was accepted to CoRL 2025.
  • 2025-06 DISCO was accepted to RA-L 2025.

Contact

Email: haoce@bza.edu.cn

Office: Building C9, Zhongguancun Academy, Beijing, China


Research Projects

* Equally contributed, ✝ corresponding author.

IMCopilot teleoperation and MoDE-VLA apple-peeling task

Towards Human-Like Manipulation through RL-Augmented Teleoperation and Mixture-of-Dexterous-Experts VLA

Venue/Year: IROS 2026

Tutian Tang, Xingyu Ji, Wanli Xing, Ce Hao, Wenqiang Xu, Lin Shao, Cewu Lu, Qiaojun Yu, Jiangmiao Pang, Kaifeng Zhang

Overview of the TacReasoner data and reasoning pipeline

TacReasoner: A Dynamic Tactile-Language Framework for Interactive Reasoning in Real-World Scenarios

Venue/Year: IROS 2026

Kailin Lyu, Di Wu, Long Xiao, Jianning Zeng, Jianwei He, Chang Lin, Lianyu Hu, Lin Shu, Jie Hao, Ce Hao

Overview of the residual tactile representation in ResTacVLA

Feeling the Unexpected: ResTacVLA for Contact-Rich Manipulation via Residual Tactile Representation

Venue/Year: IROS 2026

Pengwei Zhang, Bin Xie, Xinpan Meng, Xinyu Guo, Ce Hao, Fang Deng, Long Cheng, Tiancai Wang

Overview of the TouchThinker-1M dataset

TouchThinker: Scaling Tactile Commonsense Reasoning to the Open World with Large-scale Data and Action-aware Representation

Venue/Year: EMNLP 2026

Kailin Lyu, Di Wu, Pengwei Zhang, Yuhang Zheng, Yingxin Lai, Long Xiao, Kangyi Wu, Pengna Li, Chen Gao, Lianyu Hu, Xiaobin Hu, Jie Hao, Ce Hao, Weihao Yuan, Shuicheng Yan

Overview of the hierarchical self-evolving memory system in PhotoCraft

PhotoCraft: Agentic Reasoning with Hierarchical Self-Evolving Memory for Deep Image Search

Venue/Year: EMNLP 2026

Kailin Lyu, Zhiqiang Yuan, Jianwei He, Qiwei Yan, Xuanbo Su, Nanxing Hu, Yang Liu, Ce Hao, Shengqian Qin, Lianyu Hu, Jinchao Zhang, Jie Zhou

Teaser for SMP

Abstracting Robot Manipulation Skills via Mixture-of-Experts Diffusion Policies

Venue/Year: ICLR 2026

Ce Hao*✝, Xuanran Zhai*, Yaohua Liu, Harold Soh

Teaser for ForceVLA2

ForceVLA2: Unleashing Hybrid Force-Position Control with Force Awareness for Contact-Rich Manipulation

Venue/Year: CVPR 2026

Yang Li, Zhaxizhuoma, Hongru Jiang, Junjie Xia, Hongquan Zhang, Jinda Du, Yunsong Zhou, Jia Zeng, Ce Hao, Jieji Ren, Qiaojun Yu, Cewu Lu, Yu Qiao, Jiangmiao Pang

Overview of Guided SSIP and its safety-reward trade-off

Guided Streaming Stochastic Interpolant Policy

Venue/Year: R:SS 2026

Puming Jiang*, Meiyi Wang*, Kelvin Lin, Ce Hao, Harold Soh

Teaser for SkillVLA

SkillVLA: Tackling Combinatorial Diversity in Dual-Arm Manipulation via Skill Reuse

Venue/Year: R:SS 2026

Xuanran Zhai, Zekai Huang, Longyan Wu, Qianyou Zhao, Qiaojun Yu, Jieji Ren, Ce Hao, Harold Soh

Teaser for APREBot

APREBot: Active Perception System for Reflexive Evasion Robot

Venue/Year: ICRA 2026

Zihao Xu, Kuankuan Sima, Junhao Deng, Zixuan Zhuang, Chunzheng Wang, Ce Hao, Jin Song Dong

Teaser for VFP

VFP: Variational Flow-Matching Policy for Multi-Modal Robot Manipulation

Venue/Year: ICRA 2026

Xuanran Zhai, Qianyou Zhao, Qiaojun Yu, Ce Hao

Teaser for REBot

REBot: Reflexive Evasion Robot for Instantaneous Dynamic Obstacle Avoidance

Venue/Year: RA-L 2025, ICRA 2026

Zihao Xu*, Ce Hao*✝, Chunzheng Wang, Kuankuan Sima, Fan Shi, Jin Song Dong

Teaser for Hybrid Consistency Policy

Hybrid Consistency Policy: Decoupling Multi-Modal Diversity and Real-Time Efficiency in Robotic Manipulation

Venue/Year: RA-L 2026

Qianyou Zhao, Yuliang Shen, Xuanran Zhai, Duidi Wu, Jin Qi, Ce Hao, Jie Hu, Qiaojun Yu

VLA-Touch dual-level tactile feedback for task planning and manipulation

VLA-Touch: Enhancing Vision-Language-Action Models with Dual-Level Tactile Feedback

Venue/Year: RA-L 2026

Jianxin Bi, Kevin Yuchen Ma, Ce Hao, Mike Zheng Shou, Harold Soh

Six contact-rich manipulation patterns in OmniVTA with synchronized tactile feedback

OmniVTA: Visuo-Tactile World Modeling for Contact-Rich Robotic Manipulation

Venue/Year: Under review 2026

Yuhang Zheng, Songen Gu, Yupeng Zheng, Weize Li, Yujie Zang, Shuai Tian, Xiang Li, Ce Hao, Chen Gao, Si Liu, Haoran Li, Yilun Chen, Shuicheng Yan, Wenchao Ding

Teaser for UEREBot

UEREBot: Learning Safe Quadrupedal Locomotion under Unstructured Environments and High-Speed Dynamic Obstacles

Venue/Year: Under review 2026

Zihao Xu, Runyu Lei, Zihao Li, Boxi Lin, Ce Hao, Jin Song Dong

Teaser for ForceVLA

ForceVLA: Enhancing VLA Models with a Force-aware MoE for Contact-rich Manipulation

Venue/Year: NeurIPS 2025

Jiawen Yu, Hairuo Liu, Qiaojun Yu, Jieji Ren, Ce Hao, Haitong Ding, Guangyu Huang, Guofan Huang, Yan Song, Panpan Cai, Wenqiang Zhang, Cewu Lu

Teaser for CHD

CHD: Coupled Hierarchical Diffusion for Long-Horizon Tasks

Venue/Year: CoRL 2025

Ce Hao, Anxing Xiao, Zhiwei Xue, Harold Soh

Teaser for DISCO

DISCO: Language-Guided Manipulation with Diffusion Policies and Constrained Inpainting

Venue/Year: RA-L 2025

Ce Hao, Kelvin Lin, Zhiwei Xue, Siyuan Luo, Harold Soh

Teaser for Skill-Critic

Skill-Critic: Refining Learned Skills for Hierarchical Reinforcement Learning

Venue/Year: RA-L 2024, IROS 2024

Ce Hao, Catherine Weaver, Chen Tang, Kenta Kawamoto, Masayoshi Tomizuka, Wei Zhan

Teaser for GAMMA

GAMMA: Generalizable Articulation Modeling and Manipulation for Articulated Objects

Venue/Year: ICRA 2024

Qiaojun Yu, Junbo Wang, Wenhai Liu, Ce Hao, Liu Liu, Lin Shao, Weiming Wang, Cewu Lu

Teaser for ACC 2024

Deep Reinforcement Learning Based Distributed Active Joint Localization and Target Tracking

Venue/Year: ACC 2024

Dongming Wang, Shaoshu Su, Wei Ren, Ce Hao

Teaser for Online Learning IV 2023

Improving Vehicle Trajectory Prediction with Online Learning

Venue/Year: IEEE Intelligent Vehicles Symposium (IV) 2023

Ce Hao, Yuying Chen, Siyuan Cheng, Hongbo Zhang

Teaser for GPR Racing IFAC 2023

Double-Iterative Gaussian Process Regression for Modeling Error Compensation in Autonomous Racing

Venue/Year: IFAC World Congress 2023

Shaoshu Su, Ce Hao, Catherine Weaver, Chen Tang, Wei Zhan, Masayoshi Tomizuka

Teaser for GTS Racing

Outracing Human Racers with Model-based Planning and Control for Time-Trial Racing

Venue/Year: arXiv 2022

Ce Hao, Chen Tang, Eric Bergkvist, Catherine Weaver, Liting Sun, Wei Zhan, Masayoshi Tomizuka

APF

Path Planning for Unmanned Surface Vehicle Based on Predictive Artificial Potential Field

Venue/Year: International Journal of Advanced Robotic Systems 2020

Jia Song, Ce Hao, Jiangcheng Su


Join My Group

Our group at Zhongguancun Academy works on robot learning, robotic manipulation, and legged/humanoid robot systems. We welcome applications from highly motivated students and collaborators who are interested in these areas.

Prospective Students and Visitors

Students with strong interests in robotics, machine learning, control, and embodied intelligence are especially encouraged to apply.

How to Apply

Please email your CV and a brief personal letter to haoce@bza.edu.cn. In your email, please indicate the position you would like to apply for, and briefly describe your research experience and interests.