Publications

2026

Yong Zhang, Cunjian Chen, Qiang Gao, Yi Wang, YongBing Deng, Bin Fang, “A lightweight scale-view co-awareness network for 3D brain tumor segmentation,” Knowledge-Based Systems (KBS), August 2026

Zhiyuan Xia, Haojie Li, Jingyu Lin, Yiguo Qiao, Cunjian Chen, “MTVDiff: Multimodal Conditional Latent Diffusion for Enhanced Thermal-to-Visible Face Translation,” European Conference on Computer Vision (ECCV), September 2026

Qiang Gao, Yi Wang, Yong Zhang, Lan Du, Yong Li, Cunjian Chen, “Text-Guided Multi-Frequency Latent Diffusion for Medical Image Segmentation,” International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), September 2026

Chenchen Tan, Xinghao Li, Shujie Cui, Youyang Qu, Cunjian Chen, Longxiang Gao, “Less is More: Geometric Unlearning for LLMs with Minimal Data Disclosure,” International Conference on Machine Learning (ICML), July 2026

Donghao Zhou, Guisheng Liu, Hao Yang, Jiatong Li, Jingyu Lin, Xiaohu Huang, Yichen Liu, Xin Gao, Cunjian Chen, Shilei Wen, Chi-Wing Fu, Pheng-Ann Heng, “OmniShow: Unifying Multimodal Conditions for Human-Object Interaction Video Generation,” International Conference on Machine Learning (ICML), July 2026

Jingyu Lin, Xinyi Shang, Peng Sun, Cunjian Chen, Zhiqiang Shen, “DynaMem: Consistent Long Video Generation via Hierarchical Memory and Motion Priors,” International Conference on Machine Learning (ICML), July 2026

Jingjiao You, Yuanyang Zhang, Yining Xu, Yunjie Zhang, Li Yao, Cunjian Chen, Tien-Tsin Wong, “GlassSplat: Geometric Consistency and Pruning for Reflection-Free 3D Scene Reconstruction,” International Conference on Multimedia Retrieval (ICMR), June 2026

Kai Cheng, Xiaohaoyang Lei, Ruiqi Wang, Haojie Li, Cunjian Chen, “BlendEmo: Structured Set Prediction and Pair-Conditioned Ratio Modeling for Blended Emotion Recognition,” International Conference on Automatic Face and Gesture Recognition (FG), May 2026

Qiang Gao, Yi Wang, Yong Zhang, Yong Li, Yongbing Deng, Lan Du, Cunjian Chen, “TAMISeg: Text-Aligned Multi-scale Medical Image Segmentation with Semantic Encoder Distillation,” IEEE International Conference on Multimedia & Expo (ICME), July 2026

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

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), June 2026

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), June 2026

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

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

2025

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

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

Jian Lin, Chengze Li, Haoyun Qin, Hanyuan Liu, Xueting Liu, Xin Ma, Cunjian Chen, Tien-Tsin Wong, “Trajectory-guided Anime Video Synthesis via Effective Motion Learning,” Pacific Conference on Computer Graphics and Applications (PG), October 2025

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

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), December 2025

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), December 2025

Jing Xu, Weiqiang Wang, Cunjian Chen, Jun Liu, Qiuhong Ke, “ST-GDance: Long-Term and Collision-Free Group Choreography from Music,” British Machine Vision Conference (BMVC), November 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

Shikun Zhang, Yiqun Wang, Cunjian Chen, Yong Li, Qiuhong Ke, “3D Surface Reconstruction with Enhanced High-Frequency Details,” Visual Communication and Image Representation, May 2025

Zhiyun Song, Yinjie Zhao, Xiaomin Li, Manman Fei, Xiangyu Zhao, Mengjun Liu, Cunjian Chen, Chung-Hsing Yeh, Qian Wang, Guoyan Zheng, Songtao Ai, Lichi Zhang, “REHRSeg: Unleashing the power of self-supervised super-resolution for resource-efficient 3D MRI segmentation,” Neurocomputing, April 2025

Qiang Gao, Yi Wang, Feiyan Zhou, Jing Wen, Yong Li, Bin Fang, Peng Chen, Lan Du, Cunjian Chen, “MSFM-UNET: enhancing medical image segmentation with multi-scale and multi-view frequency fusion,” Pattern Analysis and Applications, March 2025

Jing Xu, Anqi Zhu, Jingyu Lin, Qiuhong Ke, Cunjian Chen, “Skeleton-OOD: An end-to-end skeleton-based model for robust out-of-distribution human action detection,” Neurocomputing, February 2025

David Anghelone, Cunjian Chen, Arun Ross, Antitza Dantcheva, “Beyond the visible: A survey on cross-spectral face recognition,” Neurocomputing, January 2025