😎 About Me

I am a Ph.D. candidate in the Department of Control Science and Engineering at Zhejiang University (ZJU), where I have been since 2021, under the supervision of Prof. Yong Liu at the April Lab. Currently, I am a visiting Ph.D. student at the National University of Singapore (NUS), working under the guidance of Prof. Mike Z. SHOW at the Show Lab.

My current research interests and past experience can be summarized as follows:

• 1️⃣ Generative AI: Controllable Image Generation, Customized Video Generation, Generation Safety;
• 2️⃣ Representation Learning: Action Recognition, Few-shot Action Recognition, Multimodal Learning;
• 3️⃣ Unified Models.

🔥 News

• 2025.05:  🎉 MA-FSAR is accepted by Pattern Recognition (PR 2025)!
• 2025.01:  🎉 TryOn-Adapter is accepted by International Journal of Computer Vision (IJCV 2025)!
• 2024.12:  🎉 CFSum is accepted by ICASSP 2025!
• 2024.10:  👷 I joined the Show Lab at NUS as a visiting Ph.D. student.
• 2024.03:  🎉 Sdstrack and FaceChain-ImagineID are accepted by CVPR 2024!
• 2023.11:  🎉 M2CLIP is accepted by AAAI 2024 (oral)!
• 2023.10:  🎉 ActionCLIP is accepted by IEEE Transactions on Neural Networks and Learning Systems (TNNLS 2023)!
• 2023.06:  🎉 GgHM is accepted by ICCV 2023!
• 2022.11:  🎉 SloshNet is accepted by AAAI 2023!
• 2022.05:  🎉 One paper for action recognition is accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2022)!

📝 Selected Publications

(* means equal contributions)

PR 2025

[PR 2025] MA-FSAR: Multimodal Adaptation of CLIP for few-shot action recognition [CCF-B]
Jiazheng Xing, Jian Zhao, Chao Xu, Mengmeng Wang, Guang Dai, Yong Liu, Jingdong Wang, Xuelong Li

IJCV 2025

[IJCV 2025] TryOn-Adapter: Efficient Fine-Grained Clothing Identity Adaptation for High-Fidelity Virtual Try-On [CCF-A]
Jiazheng Xing *, Chao Xu*, Yijie Qian, Yang Liu, Guang Dai, Baigui Sun, Yong Liu, Jingdong Wang

Code   Models  

CVPR 2024

[CVPR 2024] Sdstrack: Self-distillation symmetric adapter learning for multi-modal visual object tracking [CCF-A]
Xiaojun Hou, Jiazheng Xing, Yijie Qian, Yaowei Guo, Shuo Xin, Junhao Chen, Kai Tang, Mengmeng Wang, Zhengkai Jiang, Liang Liu, Yong Liu

Code  

CVPR 2024

[CVPR 2024] FaceChain-ImagineID: Freely Crafting High-Fidelity Diverse Talking Faces from Disentangled Audio [CCF-A]
Chao Xu*, Yang Liu*, Jiazheng Xing, Weida Wang, Mingze Sun, Jun Dan, Tianxin Huang, Siyuan Li, Zhi-Qi Cheng, Ying Tai, Baigui Sun

AAAI 2024 (oral)

[AAAI 2024 (oral)] A Multimodal, Multi-Task Adapting Framework for Video Action Recognition [CCF-A]
Mengmeng Wang, Jiazheng Xing, Boyuan Jiang, Jun Chen, Jianbiao Mei, Xingxing Zuo, Guang Dai, Jingdong Wang, Yong Liu

Code  

IEEE TNNLS 2023

[IEEE TNNLS 2023] ActionCLIP: Adapting Language-Image Pretrained Models for Video Action Recognition [CCF-B]
Mengmeng Wang*, Jiazheng Xing*, Jianbiao Mei, Yong Liu, Yunliang Jiang

Code  

ICCV 2023

[ICCV 2023] Boosting Few-shot Action Recognition with Graph-guided Hybrid Matching [CCF-A]
Jiazheng Xing*, Mengmeng Wang*, Yudi Ruan, Bofan Chen, Yaowei Guo, Boyu Mu, Guang Dai, Jingdong Wang, Yong Liu

AAAI 2023

[AAAI 2023] Revisiting the Spatial and Temporal Modeling for Few-shot Action Recognition [CCF-A]
Jiazheng Xing, Mengmeng Wang, Boyu Mu, Yong Liu

Code  

IEEE TPAMI 2022

[IEEE TPAMI 2022] Learning spatiotemporal and motion features in a unified 2d network for action recognition [CCF-A]
Mengmeng Wang*, Jiazheng Xing*, Jing Su, Jun Chen, Yong Liu

📑 Other Papers

• Preprint LumosFlow: Motion-Guided Long Video Generation
  Jiahao Chen, Hangjie Yuan, Yichen Qian, Jingyun Liang, Jiazheng Xing, Pengwei Liu, Weihua Chen, Fan Wang, Bing Su
• ICASSP 2025 CFSum: A Transformer-Based Multi-Modal Video Summarization Framework With Coarse-Fine Fusion [CCF-B]
  Yaowei Guo, Jiazheng Xing, Xiaojun Hou, Shuo Xin, Juntao Jiang, Demetri Terzopoulos, Chenfanfu Jiang, Yong Liu
• Preprint Visual Object Tracking across Diverse Data Modalities: A Review
  Mengmeng Wang, Teli Ma, Shuo Xin, Xiaojun Hou, Jiazheng Xing, Guang Dai, Jingdong Wang, Yong Liu
• ACMMM 2024 HOGDA: Boosting Semi-supervised Graph Domain Adaptation via High-Order Structure-Guided Adaptive Feature Alignment [CCF-A]
  Jun Dan, Weiming Liu, Mushui Liu, Chunfeng Xie, Shunjie Dong, Guofang Ma, Yanchao Tan, Jiazheng Xing

💻 Internships

[Alibaba Group] Research Intern @ Alibaba Group. Focus on Customized and Controllable Generation.

🎖 Selected Honors and Awards

• 2024.12 Huawei Elite Scholarship.
• 2023.12 National Scholarship, Ministry of Education of China (graduate stage).
• 2020.12 National Scholarship, Ministry of Education of China (undergraduate stage).
• 2020.06 Provincial Outstanding Student Award.
• 2019.11 Second Prize in National Mathematical Modeling Contest.
• 2019.11 First Prize in the Provincial Division of the National Mathematical Competition for College Students.
• 2019.06 Second Prize in the Provincial Division of the National Mechanics Competition for College Students.
• 2019.05 Honorable Mention in Mathematical Contest in Modeling.

🎓 Academic Services

Reviewer: ICCV, CVPR, BMVC, IJCV, IEEE TNNLS, and IEEE TCSVT.