Panoptic Feature Pyramid Network Applications In Intelligent Traffic. - Chang Lu; Xiaochun Lei; Junlin Xie; Xiaolong Wang; XiangBoge Mu (CIS, 2020)

Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence Learning. - Juncheng Li 006; Junlin Xie; Long Qian; Linchao Zhu; Siliang Tang; Fei Wu 001; Yi Yang 001; Yueting Zhuang; Xin Eric Wang (CVPR, 2022)

Low-Light Image Enhancement via Transformer-based Network. - Nuo Shen; Borui Zhou; Junlin Xie; Xiaohan Sun (IVSP, 2022)

Dilated Context Integrated Network with Cross-Modal Consensus for Temporal Emotion Localization in Videos. - Juncheng Li 006; Junlin Xie; Linchao Zhu; Long Qian; Siliang Tang; Wenqiao Zhang; Haochen Shi; Shengyu Zhang 001; Longhui Wei; Qi Tian 001; Yueting Zhuang (ACM Multimedia, 2022)

KinD-LCE Curve Estimation And Retinex Fusion On Low-Light Image. - Xiaochun Lei; Junlin Xie; Zetao Jiang; Weiliang Mai; Zhaoting Gong; Chang Lu; Linjun Lu; Ziqi Shan (CoRR, 2022)

STDC-MA network for semantic segmentation. - Xiaochun Lei; Linjun Lu; Zetao Jiang; Zhaoting Gong; Chang Lu; Jiaming Liang; Junlin Xie (IET Image Process., 2022)

WhodunitBench: Evaluating Large Multimodal Agents via Murder Mystery Games. - Junlin Xie; Ruifei Zhang; Zhihong Chen; Xiang Wan; Guanbin Li (NeurIPS, 2024)

Large Multimodal Agents: A Survey. - Junlin Xie; Zhihong Chen; Ruifei Zhang; Xiang Wan; Guanbin Li (CoRR, 2024)

KinD-LCE: curve estimation and Retinex Fusion on low-light image. - Xiaochun Lei; Weiliang Mai; Junlin Xie; He Liu; Zetao Jiang; Zhaoting Gong; Chang Lu; Linjun Lu (Signal Image Video Process., 2024)

Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation. - Peng Gao 007; Le Zhuo; Dongyang Liu; Ruoyi Du; Xu Luo; Longtian Qiu; Yuhang Zhang; Rongjie Huang 001; Shijie Geng; Renrui Zhang; Junlin Xie; Wenqi Shao; et al. (ICLR, 2025)

PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions. - Weifeng Lin; Xinyu Wei; Renrui Zhang; Le Zhuo; Shitian Zhao; Siyuan Huang 004; Junlin Xie; Peng Gao 007; Hongsheng Li 001 (ICLR, 2025)

Multi-Concept Learning for Scene Graph Generation. - Xinyu Lyu; Lianli Gao; Junlin Xie; Pengpeng Zeng; Yulu Tian; Jie Shao 001; Heng Tao Shen (IEEE Trans. Image Process., 2025)

H2VU-Benchmark: A Comprehensive Benchmark for Hierarchical Holistic Video Understanding. - Qi Wu; Quanlong Zheng; Yanhao Zhang; Junlin Xie; Jinguo Luo; Kuo Wang; Peng Liu; Qingsong Xie; Ru Zhen; Haonan Lu; Zhenyu Yang (CoRR, 2025)

Policy Contrastive Decoding for Robotic Foundation Models. - Shihan Wu 001; Ji Zhang 012; Xu Luo 003; Junlin Xie; Jingkuan Song; Heng Tao Shen; Lianli Gao (CoRR, 2025)

Free-MoRef: Instantly Multiplexing Context Perception Capabilities of Video-MLLMs within Single Inference. - Kuo Wang; Quanlong Zheng; Junlin Xie; Yanhao Zhang; Jinguo Luo; Haonan Lu; Liang Lin; Fan Zhou; Guanbin Li (CoRR, 2025)

Shortcut Learning in Generalist Robot Policies: The Role of Dataset Diversity and Fragmentation. - Youguang Xing; Xu Luo 003; Junlin Xie; Lianli Gao; Hengtao Shen; Jingkuan Song (CoRR, 2025)