Publications
Selected Journals
Xin Ma, Yaohui Wang, Genyun Jia, Xinyuan Chen, Tien-Tsin Wong, Cunjian Chen, “Consistent and Controllable Image Animation with Motion Linear Diffusion Transformers,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), February 2026. PDF
Chenchen Tan, Xinghao Li, Qouyang Qu, Cunjian Chen, Shujie Cui, Longxiang Gao, “Logits-Level Balanced Machine Unlearning for LLM-Based Recommendation System,” IEEE Transactions on Neural Networks and Learning Systems (TNNLS), January 2026. PDF
Zhongliang Guo, Lei Fang, Jingyu Lin, Yifei Qian, Shuai Zhao, Zeyu Wang, Junhao Dong, Cunjian Chen, Ognjen Arandjelović, Chun Pong Lau, “A Grey-box Attack against Latent Diffusion Model-based Image Editing by Posterior Collapse,” IEEE Transactions on Information Forensics & Security (TIFS), January 2026. PDF
Xinghao Li, Chi Liu, Youyang Qu, Shujie Cui, Cunjian Chen, Xingliang Yuan, Zongyuan Ge, Longxiang Gao, “Navigating Unlearning in Medical AI: A Framework for Diabetic Retinopathy Classification,” IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), October 2025
Yong Zhang, Cunjian Chen, Qiang Gao, Yi Wang, Bin Fang, “Scale-View Co-Awareness Framework for Simultaneous Segmentation of Pancreas and Tumors,” IEEE Transactions on Instrumentation and Measurement (TIM), June 2025
Xin Ma, Yaohui Wang, Gengyun Jia, Xinyuan Chen, Ziwei Liu, Yuan-Fang Li, Cunjian Chen, Yu Qiao, “Latte: Latent Diffusion Transformer for Video Generation,” Transactions on Machine Learning Research (TMLR), April 2025
Yaohui Wang, Xinyuan Chen, Xin Ma, Shangchen Zhou, Ziqi Huang, Yi Wang, Ceyuan Yang, Yinan He, Jiashuo Yu, Peiqing Yang, Yuwei Guo, Tianxing Wu, Chenyang Si, Yuming Jiang, Cunjian Chen, Chen Change Loy, Bo Dai, Dahua Lin, Yu Qiao, Ziwei Liu, “LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models,” International Journal of Computer Vision (IJCV), October 2024
Hanrui Wang, Ruoxi Sun, Cunjian Chen, Minhui Xue, Lay-Ki Soon, Shuo Wang, Zhe Jin, “Iterative Window Mean Filter: Thwarting Diffusion-based Adversarial Purification,” IEEE Transactions on Dependable and Secure Computing (TDSC), September 2024
Yaohui Wang, Xin Ma, Xinyuan Chen, Cunjian Chen, Antitza Dancheva, Bo Dai, Yu Qiao, “LEO: Generative Latent Image Animator for Human Video Synthesis,” International Journal of Computer Vision (IJCV), August 2024
Hanrui Wang, Shuo Wang, Cunjian Chen, Massimo Tistarelli, Zhe Jin, “A Multi-task Adversarial Attack Against Face Authentication,” ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), November 2024
Selected Conferences
Shijian Wang, Runhao Fu, Siyi Zhao, Qingqin Zhan, Xingjian Wang, Jiarui Jin, Yuan Lu, Hanqian Wu, Cunjian Chen, “Synthetic Curriculum Reinforces Compositional Text-to-Image Generation,” IEEE/CVF Conference on Computer Vision & Pattern Recognition (CVPR), February 2026
Shikun Zhang, Yong Li, Yiqun Wang, Qiuhong Ke, Cunjian Chen, “Fresco: Frequency–Spatial Consistent Optimization for Fine-Grained Head Avatar Modeling,” IEEE/CVF Conference on Computer Vision & Pattern Recognition (CVPR), February 2026
Yuanyang Zhang, Xinhang Wan, Chao Zhang, Jie Xu, Cunjian Chen, Tien-Tsin Wong, Li Yao, Yijie Lin, “Mamba-Driven Multi-View Discriminative Clustering via Global-Local Cross-View Sequence Modeling,” AAAI Conference on Artificial Intelligence (AAAI), January 2026
Donghao Zhou, Jingyu Lin, Guibao Shen, Quande Liu, Jialin Gao, Lihao Liu, Lan Du, Cunjian Chen, Chi-Wing Fu, Xiaowei Hu, Pheng-Ann Heng, “IdentityStory: Taming Your Identity-Preserving Generator for Human-Centric Story Generation,” AAAI Conference on Artificial Intelligence (AAAI), January 2026
Chenchen Tan, Youyang Qu, Xinghao Li, Hui Zhang, Shujie Cui, Cunjian Chen, Longxiang Gao, “Wisdom is Knowing What not to Say: Hallucination-Free LLMs Unlearning via Attention Shifting,” Neural Information Processing Systems (NeurIPS), November 2025
Quanjian Song, Donghao Zhou, Jingyu Lin, Fei Shen, Jiaze Wang, Xiaowei Hu, Cunjian Chen, Pheng-Ann Heng, “SceneDecorator: Towards Scene-Oriented Story Generation with Scene Planning and Scene Consistency,” Neural Information Processing Systems (NeurIPS), November 2025
Xin Ma, Yaohui Wang, Gengyun Jia, Xinyuan Chen, Tien-Tsin Wong, Yuan-Fang Li, Cunjian Chen, “Cinemo: Consistent and Controllable Image Animation with Motion Diffusion Models,” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2025
Jingyu Lin, Guiqin Zhao, Jing Xu, Guoli Wang, Zejin Wang, Antitza Dantcheva, Lan Du, Cunjian Chen, “DiffTV: Identity-Preserved Thermal-to-Visible Face Translation via Feature Alignment and Dual-Stage Conditions,” ACM Multimedia (ACMMM), October 2024