| 2025 | Constructing Ophthalmic MLLM for Positioning-Diagnosis Collaboration Through Clinical Cognitive Chain Reasoning. | Xinyao Liu, Diping Song |
| 2025 | When Lighting Deceives: Exposing Vision-Language Models' Illumination Vulnerability Through Illumination Transformation Attack. | Hanqing Liu, Shouwei Ruan, Yao Huang, Shiji Zhao, Xingxing Wei |
| 2025 | Generative Video Bi-Flow. | Chen Liu, Tobias Ritschel |
| 2025 | Learning Deblurring Texture Prior From Unpaired Data with Diffusion Model. | Chengxu Liu, Lu Qi, Jinshan Pan, Xueming Qian, Ming-Hsuan Yang |
| 2025 | Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing. | Chengxu Liu, Lu Qi, Jinshan Pan, Xueming Qian, Ming-Hsuan Yang |
| 2025 | Generate, Refine, and Encode: Leveraging Synthesized Novel Samples for On-the-Fly Fine-Grained Category Discovery. | Xiao Liu, Nan Pu, Haiyang Zheng, Wenjing Li, Nicu Sebe, Zhun Zhong |
| 2025 | T3D: Advancing 3D Medical Vision-Language Pre-Training by Learning Multi-View Visual Consistency. | Che Liu, Cheng Ouyang, Yinda Chen, Csar Quilodrn Casas, Lei Ma, Jie Fu, Yike Guo, Anand Shah, Wenjia Bai, Rossella Arcucci |
| 2025 | GLEAM: Enhanced Transferable Adversarial Attacks for Vision-Language Pre-Training Models via Global-Local Transformations. | Yunqi Liu, Xue Ouyang, Xiaohui Cui |
| 2025 | CODA: Repurposing Continuous VAEs for Discrete Tokenization. | Zeyu Liu, Zanlin Ni, Yeguo Hua, Xin Deng, Xiao Ma, Cheng Zhong, Gao Huang |
| 2025 | Dynamic Typography: Bringing Text to Life via Video Diffusion Prior. | Zichen Liu, Yihao Meng, Hao Ouyang, Yue Yu, Bolin Zhao, Daniel Cohen-Or, Huamin Qu |
| 2025 | Phantom: Subject-Consistent Video Generation via Cross-Modal Alignment. | Lijie Liu, Tianxiang Ma, Bingchuan Li, Zhuowei Chen, Jiawei Liu, Gen Li, Siyu Zhou, Qian He, Xinglong Wu |
| 2025 | Aligning Vision to Language: Annotation-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning. | Junming Liu, Siyuan Meng, Yanting Gao, Song Mao, Pinlong Cai, Guohang Yan, Yirong Chen, Zilin Bian, Ding Wang, Botian Shi |
| 2025 | Controllable 3D Outdoor Scene Generation via Scene Graphs. | Yuheng Liu, Xinke Li, Yuning Zhang, Lu Qi, Xin Li, Wenping Wang, Chongshou Li, Xueting Li, Ming-Hsuan Yang |
| 2025 | DMS: Diffusion-Based Multi-Baseline Stereo Generation for Improving Self-Supervised Depth Estimation. | Zihua Liu, Yizhou Li, Songyan Zhang, Masatoshi Okutomi |
| 2025 | EEGMirror: Leveraging EEG Data in the Wild Via Montage-Agnostic Self-Supervision for EEG to Video Decoding. | Xuan-Hao Liu, Bao-Liang Lu, Wei-Long Zheng |
| 2025 | BlueNeg: A 35MM Negative Film Dataset for Restoring Channel-Heterogeneous Deterioration. | Hanyuan Liu, Chengze Li, Minshan Xie, Zhenni Wang, Jiawen Liang, Chi-Sing Leung, Tien-Tsin Wong |
| 2025 | Dataset Distillation via the Wasserstein Metric. | Haoyang Liu, Yijiang Li, Tiancheng Xing, Peiran Wang, Vibhu Dalal, Luwei Li, Jingrui He, Haohan Wang |
| 2025 | Colmdriver: Llm-Based Negotiation Benefits Cooperative Autonomous Driving. | Changxing Liu, Genjia Liu, Zijun Wang, Jinchang Yang, Siheng Chen |
| 2025 | Decouple to Reconstruct: High Quality UHD Restoration Via Active Feature Disentanglement and Reversible Fusion. | Yidi Liu, Dong Liu, Yuxin Ma, Jie Huang, Wenlong Zhang, Xueyang Fu, Zheng-Jun Zha |
| 2025 | NeuFrameQ: Neural Frame Fields for Scalable and Generalizable Anisotropic Quadrangulation. | Ying-Tian Liu, Jiajun Li, Yu-Tao Liu, Xin Yu, Yuan-Chen Guo, Yan-Pei Cao, Ding Liang, Ariel Shamir, Song-Hai Zhang |
| 2025 | CycleVAR: Repurposing Autoregressive Model for Unsupervised One-Step Image Translation. | Yi Liu, Shengqian Li, Zuzeng Lin, Feng Wang, Si Liu |
| 2025 | Personalized Federated Learning Under Local Supervision. | Qiqi Liu, Jiaqiang Li, Yuchen Liu, Yaochu Jin, Lingjuan Lyu, Xiaohu Wu, Han Yu |
| 2025 | Text-to-Any-Skeleton Motion Generation Without Retargeting. | Qingyuan Liu, Ke Lu, Kun Dong, Jian Xue, Zehai Niu, Jinbao Wang |
| 2025 | LangScene-X: Reconstruct Generalizable 3D Language-Embedded Scenes with TriMap Video Diffusion. | Fangfu Liu, Hao Li, Jiawei Chi, Hanyang Wang, Ming-Hsuan Yang, Fudong Wang, Yueqi Duan |
| 2025 | Enhanced Pansharpening Via Quaternion Spatial-Spectral Interactions. | Dong Liu, Chunhui Luo, Yuanfei Bao, Gang Yang, Jie Xiao, Xueyang Fu, Zheng-Jun Zha |