Jiadong Pan

Jiadong Pan

PhD Student at The Chinese University of Hong Kong

Jiadong Pan

I am a Ph.D. student in the Department of Computer Science and Engineering at The Chinese University of Hong Kong, supervised by Boyi Li. My research focuses on multimodal learning and robotics.

Research Interests

  • Multimodal Learning
  • Robotics

Publications

Reinforcement Learning-driven Diffusion Models: Language, Vision, and Beyond
Reinforcement Learning-driven Diffusion Models: Language, Vision, and Beyond
Zhiyuan Ma, Jiabao Wei, Tianyu Wang, Hanqing Wang, Jiadong Pan, Haowen Xu, Liangliang Zhao, Ruixun Liu, Yuhan Wang, Yuwei Zhang, Liang Feng, Junhao Xiao, Kaiyan Zhang, Xuekai Zhu, Daizong Liu, Biqing Qi, Yihao Liu, Ganqu Cui, Ning Ding, Linfeng Zhang, Jianjun Li, Kun He, Xiang Bai, Bowen Zhou
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2026
paper
Learning to Generate via Understanding: Understanding-Driven Intrinsic Rewarding for Unified Multimodal Models
Learning to Generate via Understanding: Understanding-Driven Intrinsic Rewarding for Unified Multimodal Models
Jiadong Pan, Liang Li, Yuxin Peng, Yu-Ming Tang, Shuohuan Wang, Yu Sun, Hua Wu, Qingming Huang, Haifeng Wang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026
paper
SafeCFG: Controlling Harmful Features with Dynamic Safe Guidance for Safe Generation
SafeCFG: Controlling Harmful Features with Dynamic Safe Guidance for Safe Generation
Jiadong Pan, Liang Li, Hongcheng Gao, Zheng-Jun Zha, Qingming Huang, Jiebo Luo
ACM International Conference on Multimedia (ACM MM), 2025
paper
FlowDubber: Movie Dubbing with LLM-based Semantic-aware Learning and Flow Matching based Voice Enhancing
FlowDubber: Movie Dubbing with LLM-based Semantic-aware Learning and Flow Matching based Voice Enhancing
Gaoxiang Cong*, Liang Li*, Jiadong Pan*, Zhedong Zhang, Amin Beheshti, Anton van den Hengel, Yuankai Qi, Qingming Huang (* Equal contribution)
ACM International Conference on Multimedia (ACM MM), 2025
paper
Semantic Energy: Detecting LLM Hallucination Beyond Entropy
Semantic Energy: Detecting LLM Hallucination Beyond Entropy
Huan Ma, Jiadong Pan, Jing Liu, Yan Chen, Joey Tianyi Zhou, Guangyu Wang, Qinghua Hu, Hua Wu, Changqing Zhang, Haifeng Wang
arXiv preprint arXiv:2508.14496, 2025
paper
EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing
EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing
Gaoxiang Cong*, Jiadong Pan*, Liang Li, Yuankai Qi, Yuxin Peng, Anton van den Hengel, Jian Yang, Qingming Huang (* Equal contribution)
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Highlight), 2025
paper
Self-Reflective Reinforcement Learning for Diffusion-Based Image Reasoning Generation
Self-Reflective Reinforcement Learning for Diffusion-Based Image Reasoning Generation
Jiadong Pan, Zhiyuan Ma, Kaiyan Zhang, Ning Ding, Bowen Zhou
arXiv preprint arXiv:2505.22407, 2025
paper
Leveraging Catastrophic Forgetting to Develop Safe Diffusion Models against Malicious Finetuning
Leveraging Catastrophic Forgetting to Develop Safe Diffusion Models against Malicious Finetuning
Jiadong Pan, Hongcheng Gao, Zongyu Wu, Taihang Hu, Li Su, Qingming Huang, Liang Li
Conference on Neural Information Processing Systems (NeurIPS) (Spotlight), 2024
paper

Education

  • Ph.D. in Computer Science and Engineering, The Chinese University of Hong Kong, 2026 – present
  • M.S. in Computer Science and Technology, Institute of Computing Technology, Chinese Academy of Sciences, 2023 – 2026
  • B.S. in Physics, University of Chinese Academy of Sciences, 2018 – 2022

Internship

  • Baidu ERNIE (Wenxin Yiyan), Top Talent Program, 2025.05 – 2026.10
    • Advisor: Haifeng Wang
    • Focus: multimodal understanding and generation

Professional Services

  • Reviewer for NeurIPS (2025, 2026), ICLR (2025, 2026), CVPR 2026, ECCV 2026, CoRL 2026, IEEE TPAMI

Contact