AIMC-Lab@RUC
Journals
Bing Li, Huan Chen, Weihong Yu, Ming Zhang, Fang Lu, Jingxue Ma, Yuhua Hao, Xiaorong Li, Bojie Hu, Lijun Shen, Jianbo Mao, Xixi He, Hao Wang, Dayong Ding, Xirong Li, Youxin Chen. The performance of a deep learning system in assisting junior ophthalmologists in diagnosing 13 major fundus diseases: A prospective multi-center clinical trial
Chengbo Dong, Xinru Chen, Ruohan Hu, Juan Cao, Xirong Li. MVSS-Net: Image Manipulation Detection by Multi-View Multi-Scale Supervision
Rui Qian, Xin Lai, Xirong Li. 3D Object Detection for Autonomous Driving: A Survey
Weisen Wang, Xirong Li, Zhiyan Xu, Weihong Yu, Jianchun Zhao, Dayong Ding, Youxin Chen. Learning Two-Stream CNN for Multi-Modal Age-related Macular Degeneration Categorization
Rui Qian, Xin Lai, Xirong Li. BADet: Boundary-Aware 3D Object Detection from Point Clouds
Jianfeng Dong, Yabing Wang, Xianke Chen, Xiaoye Qu, Xirong Li, Yuan He, Xun Wang. Reading-strategy Inspired Visual Representation Learning for Text-to-Video Retrieval
Jianfeng Dong, Xun Wang, Leimin Zhang, Chaoxi Xu, Gang Yang, Xirong Li. Feature Re-Learning with Data Augmentation for Video Relevance Prediction
Jianfeng Dong, Xirong Li, Chaoxi Xu, Xun Yang, Gang Yang, Xun Wang, Meng Wang. Dual Encoding for Video Retrieval by Text
Jie Wang, Kaibin Tian, Dayong Ding, Gang Yang, Xirong Li. Unsupervised Domain Expansion for Visual Categorization
Bing Li, Huan Chen, Bilei Zhang, Mingzhen Yuan, Xuemin Jin, Bo Lei, Jie Xu, Wei Gu, David Wong, Xixi He, Hao Wang, Dayong Ding, Xirong Li, Weihong Yu, Youxin Chen. Development and evaluation of a deep learning model for the detection of multiple fundus diseases based on color fundus photography
Xirong Li, Fangming Zhou, Chaoxi Xu, Jiaqi Ji, Gang Yang. SEA: Sentence Encoder Assembly for Video Retrieval by Textual Queries
Gang Yang, Fei Ding. Associative memory optimized method on deep neural networks for image classification
Yutong Liu, Jingyuan Yang, Yang Zhou, Weisen Wang, Jianchun Zhao, Weihong Yu, Dingding Zhang, Dayong Ding, Xirong Li, Youxin Chen. Prediction of OCT Images of Short-term Response to Anti-VEGF Treatment for Neovascular Age-related Macular Degeneration using Generative Adversarial Network
Xirong Li, Chaoxi Xu, Xiaoxu Wang, Weiyu Lan, Zhengxiong Jia, Gang Yang, and Jieping Xu. COCO-CN for Cross-Lingual Image Tagging, Captioning and Retrieval
蓝玮毓, 王晓旭, 杨刚, 李锡荣. 标签增强的中文看图造句 (Improving Chinese Image Captioning by Tag Prediction)
Yirui Wang, Yang Yu, Shangce Gao, Haiyu Pan, Gang Yang. A hierarchical gravitational search algorithm with an effective gravitational constant . Swarm and Evolutionary Computation, 2019
杨刚,刘金露,李锡荣,许洁萍. 一种基于视觉特征组合构造的零样本学习方法(Visual Feature Combination Approach for Zero-Shot Learning)
Jianfeng Dong, Xirong Li, Cees G. M. Snoek. Predicting Visual Features from Text for Image and Video Caption Retrieval
Jianfeng Dong, Xirong Li, Duanqing Xu. Cross-Media Similarity Evaluation for Web Image Retrieval in the Wild
Conferences
Kaibin Tian, Ruixiang Zhao, Zijie Xin, Bangxiang Lan, Xirong Li. Holistic Features are almost Sufficient for Text-to-Video Retrieval
Fan Hu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Xirong Li. Tackling Long Code Search with Splitting, Encoding, and Aggregating
Aozhu Chen, Fangming Zhou, Ziyuan Wang, Xirong Li. CLIPRerank: An Extremely Simple Method for Improving Ad-hoc Video Search
Qijie Wei, Jingyuan Yang, Bo Wang, Jinrui Wang, Jianchun Zhao, Xinyu Zhao, Sheng Yang, Niranchana Manivannan, Youxin Chen, Dayong Ding, Jing Zhou, Xirong Li. Supervised Domain Adaptation for Recognizing Retinal Diseases from Wide-Field Fundus Images
Aozhu Chen, Ziyuan Wang, Chengbo Dong, Kaibin Tian, Ruixiang Zhao, Xun Liang, Zhanhui Kang, Xirong Li. ChinaOpen: A Dataset for Open-world Multimodal Learning
You Zhou, Gang Yang, Yang Zhou, Dayong Ding, Jianchun Zhao. Representation, Alignment, Fusion: A Generic Transformer-Based Framework for Multi-modal Glaucoma Recognition
Jiazhen Liu, Xirong Li. Geometrized Transformer for Self-Supervised Homography Estimation
Zhihao Sun, Haoran Jiang, Danding Wang, Xirong Li, Juan Cao. SAFL-Net: Semantic-Agnostic Feature Learning Network with Auxiliary Plugins for Image Manipulation Detection
Fan Hu, Aozhu Chen, Xirong Li. Towards Making a Trojan-horse Attack on Text-to-Image Retrieval
Fan Hu, Yanlin Wang, Lun Du, Xirong Li, Hongyu Zhang, Shi Han, Dongmei Zhang. Revisiting Code Search in a Two-Stage Paradigm
Jiazhen Liu, Xirong Li, Qijie Wei, Jie Xu, Dayong Ding. Semi-Supervised Keypoint Detector and Descriptor for Retinal Image Matching
Fan Hu, Aozhu Chen, Ziyue Wang, Fangming Zhou, Xirong Li. Lightweight Attentional Feature Fusion: A New Baseline for Text-to-Video Retrieval
Ziyue Wang, Aozhu Chen, Fan Hu, Xirong Li. Learn to Understand Negation in Video Retrieval
Jianfeng Dong, Xiaoke Chen, Minsong Zhang, Xun Yang, Shujie Chen, Xirong Li, Xun Wang. Partially Relevant Video Retrieval
Yue Wu, Yang Zhou, Jianchun Zhao, Jingyuan Yang, Weihong Yu, Youxin Chen, Xirong Li. Lesion Localization in OCT by Semi-Supervised Object Detection
Tianyun Yang, Ziyao Huang, Juan Cao, Lei Li, Xirong Li. Deepfake Network Architecture Attribution
Guang Yang, Juan Cao, Qiang Sheng, Peng Qi, Xirong Li, Jintao Li. DRAG: Dynamic Region-Aware GCN for Privacy-Leaking Image Detection
Xinru Chen, Chengbo Dong, Jiaqi Ji, Juan Cao, Xirong Li. Image Manipulation Detection by Multi-View Multi-Scale Supervision
Xirong Li, Yang Zhou, Jie Wang, Hailan Lin, Jianchun Zhao, Dayong Ding, Weihong Yu, Youxin Chen. Multi-Modal Multi-Instance Learning for Retinal Disease Recognition
Aozhu Chen, Fan Hu, Zihan Wang, Fangming Zhou, Xirong Li. What Matters for Ad-hoc Video Search? A Large-scale Evaluation on TRECVID
Peng Qi, Juan Cao, Xirong Li, Huan Liu, Qiang Sheng, Xiaoyue Mi, Qin He, Yongbiao Lv, Chenyang Guo, Yingchao Yu. Improving Fake News Detection by Using an Entity-enhanced Framework to Fuse Diverse Multimodal Clues
Chengbo Dong, Xinru Chen, Aozhu Chen, Fan Hu, Zihan Wang, Xirong Li. Multi-Level Visual Representation with Semantic-Reinforced Learning for Video Captioning
Qiang Sheng, Juan Cao, Xueyao Zhang, Xirong Li, Lei Zhong. Article Reranking by Memory-enhanced Key Sentence Matching for Detecting Previously Fact-checked Claims
Xueyao Zhang, Juan Cao, Xirong Li, Qiang Sheng, Lei Zhong, Kai Shu. Mining Dual Emotion for Fake News Detection
Aozhu Chen, Xinyi Huang, Hailan Lin, Xirong Li. Towards Annotation-Free Evaluation of Cross-Lingual Image Captioning
Xirong Li, Wencui Wan, Yang Zhou, Jianchun Zhao, Qijie Wei, Junbo Rong, Pengyi Zhou, Limin Xu, Lijuan Lang, Yuying Liu, Chengzhi Niu, Dayong Ding, Xuemin Jin. Deep Multiple Instance Learning with Spatial Attention for ROP Case Classification, Instance Selection and Abnormality Localization
Qijie Wei, Xirong Li, Weihong Yu, xiao Zhang, Yongpeng Zhang, Bojie Hu, Bin Mo, Di Gong, Ning Chen, Dayong Ding, Youxin Chen. Learn to Segment Retinal Lesions and Beyond
Zhengxiong Jia, Xirong Li. iCap: Interactive Image Captioning with Predictive Text
Fei Ding, Gang Yang, Jun Wu, Dayong Ding, Jie Xv, Gangwei Cheng, Xirong Li. High-order Attention Networks for Medical Image Segmentation
Fei Ding, Gang Yang, Dayong Ding, Gangwei Cheng. Retinal Nerve Fiber Layer Defect Detection With Position Guidance
Jakub Lokoč, Tomáš Souček, Patrik Veselý, František Mejzlík, Jiaqi Ji, Chaoxi Xu, Xirong Li. A W2VV++ Case Study with Automated and Interactive Text-to-Video Retrieval
Chaoxi Xu, Xiangjia Zhu, Wenwen He, Yi Lu, Xixi He, Zongjiang Shang, Jun Wu, Keke Zhang, Yinglei Zhang, Xianfang Rong, Zhennan Zhao, Lei Cai, Dayong Ding, Xirong Li. Fully Deep Learning for Slit-lamp Photo based Nuclear Cataract Grading
Weisen Wang, Zhiyan Xu, Weihong Yu, Jianchun Zhao, Jingyuan Yang, Feng He, Zhikun Yang, Di Chen, Dayong Ding, Youxin Chen, Xirong Li. Two-Stream CNN with Loose Pair Training for Multi-modal AMD Categorization
Zhuoya Yang, Xirong Li, Xixi He, Dayong Ding, Yanting Wang, Fangfang Dai, Xuemin Jin. Joint Localization of Optic Disc and Fovea in Ultra-Widefield Fundus Images
Xin Lai, Xirong Li, Rui Qian, Dayong Ding, Jun Wu, Jieping Xu. Four Models for Automatic Recognition of Left and Right Eye in Fundus Images
Xirong Li, Chaoxi Xu, Gang Yang, Zhineng Chen, and Jianfeng Dong. W2VV++: Fully Deep Learning for Ad-hoc Video Search
Jianfeng Dong, Xirong Li, Chaoxi Xu, Shouling Ji, Yuan He, Gang Yang, and Xun Wang. Dual Encoding for Zero-Example Video Retrieval
Gang Yang#, Lei Zhang, Jieping Xu. A Generative Face Completion Method Based on Associative Memory
Gang Yang, Jieping Xu. Zero-Shot Transfer Learning Based on Visual and Textual Resemblance
Gang Yang, Daopeng Wang, Jieping Xu. A Hybrid Evolutionary Algorithm with Taboo and Competition Strategies for Minimum Vertex Cover Problem
Gang Yang, Jinlu Liu, Jieping Xu, and Xirong Li. Dissimilarity Representation Learning for Generalized Zero-Shot Recognition . ACMMM 2018
Qijie Wei, Xirong Li, Hao Wang, Dayong Ding, Weihong Yu, Youxin Chen. Laser Scar Detection in Fundus Images using Convolutional Neural Networks
Jianfeng Dong, Xirong Li, Chaoxi Xu, Gang Yang, Xun Wang. Feature Re-Learning with Data Augmentation for Content-based Video Recommendation
Bin Liang, Hongcheng Li, Miaoqiang Su, Pan Bian, Xirong Li, Wenchang Shi. Deep Text Classification Can be Fooled
Gang Yang, Jinlu Liu, Xirong Li. Imagination Based Sample Construction for Zero-Shot Learning
Jinlu Liu, Xirong Li, Gang Yang. Cross-class Sample Synthesis for Zero-shot Learning
Technical reports
Xirong Li, Fan Hu, Ruixiang Zhao, Ziyuan Wang, Jingyu Liu, Jiazhen Liu, Bangxiang Lan, Wenguan Kou, Yuhan Fu, Zhanhui Kang. Renmin University of China and Tencent at TRECVID 2023: Harnessing Pre-trained Models for Ad-hoc Video Search
Xirong Li, Aozhu Chen, Ziyue Wang, Fan Hu, Kaibin Tian, Xinru Chen, Chengbo Dong. Renmin University of China at TRECVID 2022: Improving Video Search by Feature Fusion and Negation Understanding
Xirong Li, Aozhu Chen, Fan Hu, Xinru Chen, Chengbo Dong, Gang Yang. Renmin University of China at TRECVID 2021: Searching and Describing Video
Xirong Li, Fangming Zhou, Aozhu Chen. Renmin University of China at TRECVID 2020: Sentence Encoder Assembly for Ad-hoc Video Search
Xirong Li, Jinde Ye, Chaoxi Xu, Shanjinwen Yun, Leimin Zhang, Xun Wang, Rui Qian, Jianfeng Dong. Renmin University of China and Zhejiang Gongshang University at TRECVID 2019: Learn to Search and Describe Videos
Xirong Li, Jianfeng Dong, Chaoxi Xu, Jing Cao, Xun Wang, Gang Yang. Renmin University of China and Zhejiang Gongshang University at TRECVID 2018: Deep Cross-Modal Embeddings for Video-Text Retrieval
