Congcong Zhu (朱聪聪)

Congcong Zhu (朱聪聪)

I work at USTC as an associate researcher now in Suzhou. Email: cczly@ustc.edu.cn

朱聪聪

我目前在中国科学技术大学苏州高等研究院任副研究员、硕士生导师。

研究方向包括具身智能、机器人仿真、物理神经动力学等。

如果您希望开展学术合作，或正在寻找博士生、硕士生、科研实习等机会，欢迎邮件联系：cczly@ustc.edu.cn。

招生最新动态

2028Fall 进行中

2028 年推免招生现已启动，欢迎对具身智能、机器人仿真、物理启发智能感兴趣的同学通过邮件联系，并附上个人简历、成绩单和简要研究兴趣说明。

2027Fall 结束

2027的名额已经没有空缺，不用再联系，谢谢关注。

最新动态

  1. 我获得了国家自然科学基金青年C类项目的资助。
  2. 一篇会议论文被 ECCV 2026 接收。
  3. 一篇会议论文被 ICML 2026 接收。
  4. 一篇期刊论文被 TNNLS 接收。
  5. 一篇会议论文被 AAAI 2026 接收。
  6. 论文被 ICME 2025 选为 Oral。
  7. 获得华为 Spark 奖。
  8. 一篇会议论文被 ICML 2025 接收。
  9. 本科实习生完成的一篇论文被 IEEE IJCNN 2025 接收。
  10. 一篇会议论文被 IEEE ICME 2025 接收。
  11. 晋升为副研究员、硕士生导师。

荣誉奖励

  • 2025华为火花奖。
  • 2023江苏省优秀博士后。
  • 2022上海市优秀毕业生。
  • 2022上海市计算机学会优秀博士学位论文提名。
  • 2021博士研究生国家奖学金。
  • 2020博士研究生国家奖学金。

研究方向

具身智能

世界动作模型、操作数据生成、统一动作表示。

机器人物理仿真

物理引擎、动力学渲染、世界模型。

物理神经动力学

物理启发的神经仿真器、数据驱动的反问题。

代表成果

以下列出近期代表性成果，完整论文列表与英文主页保持同步。

  1. ECCV 2026 Code One Video, One World: Turning Monocular Video into Physical 4D Scenes. Junhao Chen, Boran Zhang, Mingjin Chen, Henghaofan Zhang, Saining Zhang, Congcong Zhu, Hao Zhao, Ruqi Huang*, Zhihao Li, Yufei Wang*
  2. ICML 2026 Code MeshTok: Efficient Multi-Scale Tokenization for Scalable PDE Transformers. Yanshun Zhao, Xiaoyu Peng, Jiamin Jiang, Congcong Zhu*, Jingrun Chen*
  3. TNNLS A2Net: Affiliation Alignment Networks for Whole-Body Pose Estimation With Vision-Language Models. Ling Lin, Yaoxing Wang, Congcong Zhu*, Jingrun Chen
  4. AAAI 2026 Code Physics-Informed Deformable Gaussian Splatting: Towards Unified Constitutive Laws for Time-Evolving Material Field. Haoqin Hong, Ding Fan, Fubin Dou, Zhi-Li Zhou, Haoran Sun, Congcong Zhu*, Jingrun Chen*
  5. ICML 2025 Code Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models. Congcong Zhu, Xiaoyan Xu, Jiayue Han, Jingrun Chen*
  6. IJCNN 2025 Toward Invisible Region Restoration for Single-View 3D Face Reconstruction. Zhijing Cheng, YuQing Wen, Congcong Zhu*, Rui Du*
  7. ICME 2025 Oral Code STSA: Spatial-Temporal Semantic Alignment for Visual Dubbing. Zijun Ding, Mingdie Xiong, Congcong Zhu*, Jingrun Chen
  8. IEEE TCSVT Toward Quantifiable Face Age Transformation under Attribute Unbias. Ling Lin, Tao Wang, Hao Liu, Congcong Zhu*, Jingrun Chen
  9. ICASSP 2024 Toward Quantifiable Face age Transformation. Ling Lin, Congcong Zhu*, Lin Zhou, Jingrun Chen
  10. IEEE TIP HeadDiff: Exploring Rotation Uncertainty With Diffusion Models for Head Pose Estimation. Yaoxing Wang, Hao Liu, Yaowei Feng, Zhendong Li, Xiangjuan Wu, Congcong Zhu
  11. IEEE TIM A multi-scale feature fusion network with cascaded supervision for cross-scene crowd counting. Xinfeng Zhang, Lina Han, Wencong Shan, Xiaohu Wang, Shuhan Chen, Congcong Zhu, Bin Li
  12. IEEE TMM Multi-Sourced Knowledge Integration for Robust Self-Supervised Facial Landmark Tracking. Congcong Zhu, Xiaoqiang Li, Jide Li, Songmin Dai, Weiqin Tong
  13. Pattern Recognit. Reasoning structural relation for occlusion-robust facial landmark localization. Congcong Zhu, Xiaoqiang Li, Jide Li, Songmin Dai, Weiqin Tong
  14. CVPR 2022 Oral Occlusion-robust face alignment using a viewpoint-invariant hierarchical network architecture. Congcong Zhu, Xintong Wan, Shaorong Xie, Xiaoqiang Li, Yinzheng Gu
  15. ICCV 2021 Improving robustness of facial landmark detection by defending against adversarial attacks. Congcong Zhu, Xiaoqiang Li, Jide Li, Songmin Dai
  16. Pattern Recognit. Learning spatial-temporal deformable networks for unconstrained face alignment and tracking in videos. Hongyu Zhu, Hao Liu, Congcong Zhu, Zongyong Deng, Xuehong Sun
  17. ACM MM 2020 Spatial-temporal knowledge integration: Robust self-supervised facial landmark tracking. Congcong Zhu, Xiaoqiang Li, Jide Li, Guangtai Ding, Weiqin Tong
  18. AAAI 2020 Spotlight Towards Omni-Supervised Face Alignment for Large Scale Unlabeled Videos. Congcong Zhu, Hao Liu, Zhenhua Yu, Xuehong Sun