MAIN RESEARCH

multimodal intelligence, computer vision, multimedia retrieval

PROJECT

Broad-domain Visual Representation Learning and its Application in Intelligent Fundus Disease Diagnosis, NSFC, 2026.01-2029.12 (No. 62576348)

PUBLICATION

[1] Qijie Wei, Hailan Lin, Xirong Li. EI: Early Intervention for Multimodal Imaging based Disease Recognition. CVPR Findings 2026

[2] Ruixiang Zhao, Zhihao Xu, Bangxiang Lan, Zijie Xin, Jingyu Liu, Xirong Li. SAVE: Speech-Aware Video Representation Learning for Video-Text Retrieval. CVPR 2026

[3] Fan Hu, Gaofeng Lu, Jun Chen, Chaonan Guo, Yuekui Yang, Xirong Li. AEFS: Adaptive Early Feature Selection for Deep Recommender Systems. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2025

[4] Zijie Xin, Minquan Wang, Jingyu Liu, Quan Chen, Ye Ma, Peng Jiang, Xirong Li. Music Grounding by Short Video. ICCV 2025

[5] Jingyu Liu, Zijie Xin, Yuhan Fu, Ruixiang Zhao, Bangxiang Lan, Xirong Li. Multi-Object Sketch Animation by Scene Decomposition and Motion Planning. ICCV 2025

[6] Ruixiang Zhao, Jian Jia, Yan Li, Xuehan Bai, Quan Chen, Han Li, Peng Jiang, Xirong Li. ASR-enhanced Multimodal Representation Learning for Cross-Domain Product Retrieval. IEEE Transactions on Multimedia (TMM), 2025

[7] Qijie Wei, Kaiheng Qian, Xirong Li. FunBench: Benchmarking Fundus Reading Skills of MLLMs. MICCAI 2025

[8] Jiazhen Liu, Yuhan Fu, Ruobing Xie, Runquan Xie, Xingwu Sun, Fengzong Lian, Zhanhui Kang, Xirong Li. PhD: A ChatGPT-Prompted Visual hallucination Evaluation Dataset. CVPR 2025

[9] Kaibin Tian, Ruixiang Zhao, Zijie Xin, Bangxiang Lan, Xirong Li. Holistic Features are almost Sufficient for Text-to-Video Retrieval. CVPR 2024

[10] Chengbo Dong, Xinru Chen, Ruohan Hu, Juan Cao, Xirong Li. MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023

WORKING EXPERIENCE

2022-present, Full Professor, Renmin University of China

2016-2022 Associate Professor, Renmin University of China

2012-2016 Assistant Professor, Renmin University of China

RESEARCH RESULTS AND THE AWARD

+ CCF Science and Technology Award 2024

+ ACMMM 2016 Grand Challenge Award

+ ACM SIGMM Best Ph.D. Thesis Award 2013

+  IEEE Transactions on Multimedia Prize Paper Award 2012

+ ACM CIVR 2010 Best Paper Award