Liao, Jingyi

8 publications

ICLR 2026 PIRN: Prototypical-Based Intra-Modal Reconstruction with Normality Communication for Multi-Modal Anomaly Detection. Yiting Li, Xulei Yang, Jing Zhang, Sichao Tian, Jingyi Liao, Fayao Liu

ICLR 2026 Patch-as-Decodable-Token: Towards Unified Multi-Modal Vision Tasks in MLLMs Yongyi Su, Haojie Zhang, Shijie Li, Nanqing Liu, Jingyi Liao, Junyi Pan, Yuan Liu, Xiaofen Xing, Chong Sun, Chen Li, Nancy F. Chen, Shuicheng Yan, Xulei Yang, Xun Xu

ICML 2025 AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration Wenhao Sun, Rong-Cheng Tu, Jingyi Liao, Zhao Jin, Dacheng Tao

ICCV 2025 FIND: Few-Shot Anomaly Inspection with Normal-Only Multi-Modal Data Yiting Li, Fayao Liu, Jingyi Liao, Sichao Tian, Chuan-Sheng Foo, Xulei Yang

ECML-PKDD 2025 SODA: Out-of-Distribution Detection in Domain-Shifted Point Clouds via Neighborhood Propagation Adam Goodge, Bryan Hooi, Jingyi Liao, Yongyi Su, Wee Siong Ng, Xun Xu, Xulei Yang

NeurIPS 2025 SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-Shot 3D Visual Grounding Zhao Jin, Rong-Cheng Tu, Jingyi Liao, Wenhao Sun, Xiao Luo, Shunyu Liu, Dacheng Tao

NeurIPS 2025 VORTA: Efficient Video Diffusion via Routing Sparse Attention Wenhao Sun, Rong-Cheng Tu, Yifu Ding, Jingyi Liao, Zhao Jin, Shunyu Liu, Dacheng Tao

TMLR 2024 Hybrid Active Learning with Uncertainty-Weighted Embeddings Yinan He, Lile Cai, Jingyi Liao, Chuan-Sheng Foo