I am a Lecturer at Hohai University, specializing in computer vision and embodied intelligence. I earned both my Bachelor’s and Ph.D. degrees from the School of Electronic Engineering, Xidian University, under the guidance of Prof. Cheng Deng.
My research lies at the intersection of Motion Generation, Embodied AI, and Large Language Model. I aim to develop principled models that integrate perception, reasoning, and action—toward intelligent systems capable of understanding and interacting with the physical world in a human-aligned manner.
If you are interested in academic collaboration, please feel free to contact me.
🔥 News
- 2025.12: 🎉 I join the College of Information Science and Engineering, Hohai University as a Lecturer!
📝 Publications
AAAI 2026Editing is a Bargaining Game: Balanced Knowledge Editing in Large Language Models, Chenghao Xu, Jiexi Yan, Muli Yang, Fen Fang, Huilin Chen, Cheng DengAAAI 2026Decomposing Prompts, Composing Actions: A Multi-Granularity Prompting Approach for Incremental Action Learning, Xinyi Cheng, Chenghao Xu, Xi Wang, Jiexi Yan, Yanhua YangAAAI 2026Channel-masked Asymmetric Distribution Matching for Cross-Domain Generalized Dataset Distillation, Qi Liu, Chenghao Xu, Jiexi Yan, Guangtao Lyu, Erkun Yang, Guihai Chen, Yanhua YangNeurIPS 2025Smooth and Flexible Camera Movement Synthesis via Temporal Masked Generative Modeling, Chenghao Xu, Guangtao Lyu, Jiexi Yan, Muli Yang, Cheng DengACM MM 2025AStF: Motion Style Transfer via Adaptive Statistics Fusor, Hanmo Chen, Chenghao Xu, Jiexi Yan, Cheng DengTIP 2025Keep and Extend: Unified Knowledge Embedding for Few-shot Image Generation, Chenghao Xu, Jiexi Yan, Cheng DengTMM 2025Bilevel Direction Preserving for Few-Shot Open-Set Recognition, Zihui Zhang, Chenghao Xu, Jiexi Yan, Cheng DengICLR 2025Towards Unified Human Motion-Language Understanding via Sparse Interpretable Characterization, Guangtao Lyu, Chenghao Xu, Jiexi Yan, Muli Yang, Cheng DengACL 2024LLM Knows Body Language, Too: Translating Speech Voices into Human Gestures, Chenghao Xu, Guangtao Lyu, Jiexi Yan, Muli Yang, Cheng DengTIP 2024Rethinking Noise Sampling in Class-Imbalanced Diffusion Models, Chenghao Xu, Jiexi Yan, Muli Yang, Cheng DengTMM 2023Implicit Compositional Generative Network for Length-Variable Co-Speech Gesture Synthesis, Chenghao Xu, Jiexi Yan, Yanhua Yang, Cheng DengTMM 2022A Decomposable Causal View of Compositional Zero-Shot Learning, Muli Yang, Chenghao Xu, Aming Wu, Cheng DengIJCAI 2022Attention-guided Contrastive Hashing for Long-tailed Image Retrieval, Xuan Kou, Chenghao Xu, Xu Yang, Cheng Deng
🎖 Honors and Awards
- 2024.11 National Scholarship for Ph.D. Students
📖 Educations
- 2026.01 - Present, Lecturer, Hohai University.
- 2020.09 - 2025.12, Ph.D., School of Electronic Engineering, Xidian University.
- 2016.09 - 2020.06, Undergraduate, School of Electronic Engineering, Xidian University.