Publications
2023
Xinyu Zhu, Junjie Wang, Lin Zhang, Yuxiang Zhang, Yongfeng Huang, Ruyi Gan, Jiaxing Zhang and Yujiu Yang： Solving Math Word Problems via Cooperative Reasoning induced Language Models； ACL2023.（CCF-A）(PDF, Code)）
Siheng Li, Yichun Yin, Cheng Yang, Wangjie Jiang, Yiwei Li, Zesen Cheng, Lifeng Shang, Xin Jiang, Qun Liu and Yujiu Yang：NewsDialogues: Towards Proactive News Grounded Conversation； ACL2023.（CCF-A）(PDF, Code)
Siheng Li, Cheng Yang, Yichun Yin, Xinyu Zhu, Zesen Cheng, Lifeng Shang, Xin Jiang, Qun Liu and Yujiu Yang： AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models； ACL2023.（CCF-A）(PDF, Code)
Zhibin Gou, qingyan guo and Yujiu Yang；Multi-view Prompting Improves Aspect Sentiment Tuple Prediction；ACL2023.（CCF-A）(PDF, Code)
Jiaqi Sun, Lin Zhang, Guangyi Chen, Peng XU, Kun Zhang, Yujiu Yang: Feature Expansion for Graph Neural Networks; ICML23. (CCF-A) (PDF, Code)
Xuanzhou Liu, Lin Zhang, Jiaqi Sun, Yujiu Yang, Haiqin Yang: D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching; ICML23. (CCF-A) (PDF, Code)
Fei Yin, Yong Zhang, Xuan Wang, Tengfei Wang, Xiaoyu Li, Yuan Gong, Yanbo Fan, Xiaodong Cun, Ying Shan, Cengiz Oztireli, Yujiu Yang： 3D GAN Inversion with Facial Symmetry Prior；CVPR23. (CCF-A) (PDF, Code)
Yatai Ji, Rong-Cheng Tu, jie jiang, Weijie Kong, Chengfei Cai, Wenzhe Zhao, WANG HongFa, Yujiu Yang, Wei Liu： Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning；CVPR23. (CCF-A) (PDF, Code)
Yatai Ji, Junjie Wang, Yuan Gong, Lin Zhang, yanru Zhu, WANG HongFa, Jiaxing Zhang, Tetsuya Sakai, Yujiu Yang： MAP: Multimodal Uncertainty-Aware Vision-Language Pre-training Model；CVPR23. (CCF-A) (PDF, Code)
Jiahao Wang, Songyang Zhang, Yong Liu, Taiqiang Wu, Yujiu Yang, Xihui Liu, Kai Chen, Ping Luo, Dahua Lin： RIFormer: Keep Your Vision Backbone Effective But Removing Token Mixer；CVPR23. (CCF-A) (PDF, Code)
Qingyan Bai, Ceyuan Yang, Yinghao Xu, Xihui Liu, Yujiu Yang, Yujun Shen： GLeaD: Improving GANs with A Generator-Leading Task；CVPR23. (CCF-A) (PDF, Code)
Xingyu Bai*, Taiqiang Wu*, Han Guo, Zhe Zhao, Xuefeng Yang, Jiayi Li, Weijie Liu, QI JU, weigang guo and Yujiu Yang. ” Recouple Event Field via Probabilistic Bias for Event Extraction.” International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023. (CCF-B) (PDF, Code)
Chengze Yu, Taiqiang Wu, Jiayi Li, Xingyu Bai, Yujiu Yang: SynGen: A Syntactic Plug-and-play Module for Generative Aspect-based Sentiment Analysis, International Conference on Acoustics, Speech and Signal Processing, ICASSP2013. (CCF-B) (PDF, Code)
Guoqiu Li, Shengjie Chen, Yujiu Yang and Zhenhua Guo; A Two-branch Network for Video Anomaly Detection with Spatio-temporal Feature Learning, International Conference on Acoustics, Speech and Signal Processing, ICASSP2013 . (CCF-B) (PDF, Code)
Wangjie Jiang, Zhihao Ye, Bang Liu, Ruihui Zhao, Jianguang zheng, Mengyao Li, Zhiyong Li, Yujiu Yang and Yefeng Zheng: "ICA-Proto: Iterative Cross Alignment Prototypical Network for Incremental Few-Shot Relation Classification", EACL 2023 (PDF, Code)
Siheng Li, Wangjie Jiang, Pengda Si, Cheng Yang, Qiu Yao, Jinchao Zhang, Jie Zhou and Yujiu Yang: "Enhancing Dialogue Generation with Conversational Concept Flows", EACL 2023. (PDF, Code)
Taiqiang Wu, Xingyu Bai, Weigang Guo, Weijie Liu, Siheng Li, Yujiu Yang: Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity Retrieval. WSDM 2023: 1021-1029. (CCF-B) (PDF, Code)
2022
Shuwei Shi, Jinjin Gu, Liangbin Xie, Xintao Wang, Yujiu Yang, Chao Dong: "Rethinking Alignment in Video Super-Resolution Transformers", Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS), 2022. (PDF, Code)
Ran Yu, Chenyu Tian, Weihao Xia, Xinyuan Zhao, Liejun Wang, Yujiu Yang：“Real-time Human-Centric Segmentation for Complex Video Scenes”，Image and Vision Computing, 2022. (Paper, PDF, Code)
Mingdeng Cao, Yanbo Fan, Yong Zhang, Jue Wang, Yujiu Yang: "VDTR: Video Deblurring with Transformer", (TCSVT), 2022. (PDF, Code)
Wangjie Jiang, Zhihao Ye, Zijing Ou, Ruihui Zhao, Jianguang Zheng, Yi Liu, Siheng Li, Bang Liu, Yujiu Yang and Yefeng Zheng: "MCSCSet: A Specialist-annotated Dataset for Medical-domain Chinese Spelling Correction"，The Conference on Information and Knowledge Management (CIKM)，2022. (PDF, Code)
Fei Yin, Yong Zhang, Baoyuan Wu, Yan Feng, Jingyi Zhang, Yanbo Fan, Yujiu Yang, "Generalizable Black-Box Adversarial Attack with Meta Learning", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022. (CCF-A) (PDF, Code)
Weihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, Ming-Hsuan Yang, "GAN Inversion: A Survey", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022. (CCF-A) (PDF)
Yong Liu, Ran Yu, Fei Yin, Xinyuan Zhao, Wei Zhao, Weihao Xia, Yujiu Yang. "Learning Quality-aware Dynamic Memory for Video Object Segmentation", European Conference on Computer Vision (ECCV), 2022. (PDF, Code)
Yong Liu, Ran Yu, Jiahao Wang, Xinyuan Zhao, Yitong Wang, Yansong Tang, Yujiu Yang. "Global Spectral Filter Memory Network for Video Object Segmentation", European Conference on Computer Vision (ECCV), 2022. (Project，Code)
Fei Yin, Yong Zhang, Xiaodong Cun, Mingdeng Cao, Yanbo Fan, Xuan Wang, Qingyan Bai, Baoyuan Wu, Jue Wang, Yujiu Yang, "StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pre-trained StyleGAN", European Conference on Computer Vision (ECCV), 2022. ( PDF, Project, Code)
Qingyan Bai*, Yinghao Xu*, Jiapeng Zhu, Weihao Xia, Yujiu Yang†, Yujun Shen, "High-fidelity GAN Inversion with Padding Space", European Conference on Computer Vision (ECCV), 2022. (PDF, Project, Code)
Qingyan Bai, Weihao Xia, Fei Yin, Yujiu Yang；Identity-guided face generation with multi-modal contour conditions；2022 IEEE International Conference on Image Processing (ICIP), 1881-1885. (PDF，Code)
Mao Yan Chen, Siheng Li, Yujiu Yang, "EmpHi: Generating Empathetic Responses with Human-like Intents", Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2022. (PDF，Code)
Xiaopei Wan, Guoqiu Li, Yujiu Yang, Zhenhua Guo, "Augmenting Anchors by the Detector Itself", Thirty-First International Joint Conference on Artificial Intelligence (IJCAI-22), 2022. (CCF-A) (PDF, Code)
Mingdeng Cao, Zhihang Zhong, Jiahao Wang, Yinqiang Zheng, Yujiu Yang, "Learning Adaptive Warping for Real-World Rolling Shutter Correction", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022. (CCF-A) (PDF, Code)
Wangjie Jiang*, Siheng Li*, Jiayi Li, Yujiu Yang, "Multi-Turn incomplete Utterance Restoration as Object Detection", International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022. (PDF)
Jiahao Wang, Mingdeng Cao, Shuwei Shi, Baoyuan Wu, Yujiu Yang, "Attention Probe: Vision Transformer Distillation in the Wild", International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022. (PDF, Code)
2021
Han Shu*, Jiahao Wang*, Hanting Chen, Lin Li, Yujiu Yang, Yunhe Wang, "Adder Attention for Vision Transformer", Conference on Neural Information Processing Systems (NeurIPS), 2021. (CCF-A) (PDF)
Chenyu Tian, Ran Yu, Xinyuan Zhao, Weihao Xia, Haoqian Wang, Yujiu Yang: PoseDet: Fast Multi-Person Pose Estimation Using Pose Embedding, 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2021. (PDF, Code)
Junjie Wang*, Yatai Ji*, Jiaqi Sun, Yujiu Yang, and Tetsuya Sakai, "MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering", Findings of EMNLP 2021. (CCF-B) (PDF, Code)
Gengcong Yang, Jingyi Zhang, Yong Zhang, Baoyuan Wu, Yujiu Yang, "Probabilistic Modeling of Semantic Ambiguity for Scene Graph Generation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021. (CCF-A) ( PDF, Code)
Weihao Xia, Yujiu Yang, Jing-Hao Xue, Baoyuan Wu, "TediGAN: Text-Guided Diverse Face Image Generation and Manipulation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021. (CCF-A) ( PDF, Code)
Shuwei Shi*, Qingyan Bai*, Mingdeng Cao, Weihao Xia, Jiahao Wang, Yifan Chen, Yujiu Yang, "Region-Adaptive Deformable Network for Image Quality Assessment", IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2021. (PDF, Code)
Yutong Wang, Renze Lou, Kai Zhang, Mao Yan Chen, Yujiu Yang, "More: A Metric Learning Based Framework for Open-Domain Relation Extraction", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021. ( PDF, Code)
Weihao Xia, Yyujiu Yang, and Jing-Hao Xue, "Cali-Sketch: Stroke Calibration and Completion for High-Quality Face Image Generation from Human-Like Sketches", Elsevier, Neurocomputing, 2021. (SCI, IF=5.719)
Yiru Wang, Pengda Si, Zeyang Lei, Guangxu Xun, Yujiu Yang, "HSCJN: A Holistic Semantic Constraint Joint Network for Diverse Response Generation", Comput. Speech Lang. 65: 101135 (2021). (SCI, IF=1.899)
Weihao Xia, Yujiu Yang, Jing-Hao Xue, Jing Xiao, "Domain Fingerprints for No-Reference Image Quality Assessment. IEEE Trans. Circuits Syst. Video Technol. (T-CSVT) 31(4): 1332-1341 (2021). (SCI, IF=4.133)
Weihao Xia, Yujiu Yang, Jing-Hao Xue, Baoyuan Wu, "Towards Open-World Text-Guided Face Image Generation and Manipulation", arXiv.2104.08910 preprint, 2021.
2020
Lifang Ding, Zeyang Lei, Guangxu Xun, Yujiu Yang, "FAT-RE: A faster dependency-free model for relation extraction", J. Web Semant. 65: 100598 (2020). (SCI, IF=1.897)
Sijin Wu, Yujiu Yang, Nicholas Yung, Zhengchen Shen, Zeyang Lei, "DT-QDC: A Dataset for Question Comprehension in Online Test", International Conference on Computational Linguistics (COLING), 2020. (CCF-B)
Yue Wu, Yui Lo, Yujiu Yang, "STCN: A Lightweight Sleep Staging Model with Multiple Channels". BIBM 2020: 1180-1183. (CCF-B)
Miaomiao Yu, Yujiu Yang, Chenhui Li, "HGCN4MeSH: Hybrid Graph Convolution Network for MeSH Indexing". ACL (student) 2020: 20-26. (CCF-A)
Weihao Xia, Yujiu Yang, Jing-Hao Xue, Wensen Feng, "Controllable Continuous Gaze Redirection". ACM Multimedia 2020: 1782-1790. (CCF-A)
Yiru Wang, Shen Huang, Gongfu Li, Qiang Deng, Dongliang Liao, Pengda Si, Yujiu Yang, Jin Xu, "Cognitive Representation Learning of Self-Media Online Article Quality". ACM Multimedia 2020: 843-851. (CCF-A)
Weihao Xia, Yujiu Yang, Jing-Hao Xue, "Unsupervised multi-domain multimodal image-to-image translation with explicit domain-constrained disentanglement." Neural Networks 131: 50-63 (2020). (SCI, IF=5.535)
Yanbo Fan, Baoyuan Wu, Tuanhui Li, Yong Zhang, Mingyang Li, Zhifeng Li, Yujiu Yang, "Sparse Adversarial Attack via Perturbation Factorization", ECCV (22) 2020: 35-50. (CCF-B)
Yiru Wang, Pengda Si, Zeyang Lei, Yujiu Yang, Topic Enhanced Controllable CVAE for Dialogue Generation (Student Abstract). AAAI 2020: 13955-13956. (CCF-A)
Yunzhou Shi, Zhiling Luo, Pengcheng Zhu, Feng Ji, Wei Zhou, Haiqing Chen, Yujiu Yang, "G2T: Generating Fluent Descriptions for Knowledge Graph". SIGIR 2020: 1861-1864. (CCF-A)
2019
Tuanhui Li, Baoyuan Wu, Yujiu Yang, Yanbo Fan, Yong Zhang, Wei Liu, "Compressing Convolutional Neural Networks via Factorized Convolutional Filters." CVPR 2019: 3977-3986. (CCF-A)
Guanqun Hou, Yujiu Yang, Jing-Hao Xue, "Residual Dilated Network with Attention for Image Blind Denoising." ICME 2019: 248-253. (CCF-B)
Xinrui Zhuang, Yuexiang Li, Yifan Hu, Kai Ma, Yujiu Yang, Yefeng Zheng, "Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik's Cube." MICCAI (4) 2019: 420-428. (CCF-B)
Zeyang Lei, Yujiu Yang, Min Yang, Wei Zhao, Jun Guo, Yi Liu, "A Human-Like Semantic Cognition Network for Aspect-Level Sentiment Classification". AAAI 2019: 6650-6657. (CCF-A)
2018
Zeyang Lei, Yujiu Yang, Min Yang, "Sentiment Lexicon Enhanced Attention-Based LSTM for Sentiment Classification." AAAI 2018: 8105-8106. (CCF-A)
Zeyang Lei, Yujiu Yang, Min Yang, Yi Liu, "A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification." ACL (2) 2018: 758-763. (CCF-A)
Pengcheng Zhu, Yujiu Yang, Wenqiang Gao, and Yi Liu, "Multi-glance Reading Model for Text Understanding", Annual Meeting of the Association for Computational Linguistics (ACL, Workshop), 2018.
Zeyang Lei, Yujiu Yang, Min Yang, "SAAN: A Sentiment-Aware Attention Network for Sentiment Analysis", ACM Special Interest Group on Information Retrieval (SIGIR), 2018:1197-1200. (CCF-A)
Zeyang Lei, Yujiu Yang, Yi Liu, "LAAN: A Linguistic-Aware Attention Network for Sentiment Analysis", International World Wide Web Conference (WWW, Companion Volume), 2018. (CCF-A)
Before 2018
X. Hu, and Y. Yang, "A Method of General Acceleration SRDCF Calculation via Reintroduction of Circulant Structure", Chinese Conference on Computer Vision (CCCV), 2017.
Z. Jin, Y. Yang, X. Bao, B. Huang, "Combining User-based and Global Lexicon Features for Sentiment Analysis in Twitter", International Joint Conference on Neural Networks (IJCNN), 2016.
X. Shi, Z. Guo, Z. Lai, Y. Yang, Z. Bao, and D. Zhang, "A Framework of Joint Graph Embedding and Sparse Regression for Dimensionality Reduction", IEEE Transactions on Image Processing (TIP), 2015.
X. Shi, Z. Guo, Y. Yang, and L.Yang, "Within-class Penalty based Multi-class Support Vector Machine", IEEE International Conference on Image Processing (ICIP), 2015.
X. Shi, Y. Yang, Z. Guo, and Z. Lai, "Face Recognition by Sparse Discriminant Analysis via Joint L2,1-norm Minimization", Elsevier Pattern Recognition (PR), 2014.
B. Yin, Y. Yang, and W. Liu, "ICSRec: Interest Circle-based Recommendation System Incorporating Social Propagation", IEEE International Conference on Information Science and Technology (ICIST, Best Paper Honourable Mentions), 2014.
B. Yin, Y. Yang, and W. Liu, "Exploring Social Activeness and Dynamic Interest in Community-based Recommender system", International World Wide Web Conference (WWW), 2014.
H. Xu, Y. Yang, L. Wang, and W. Liu, "Node classification in social network via a factor graph model", Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2013.
G. Xun, Y. Yang, and W. Liu, "Latent Community Discovery with Network Regularization for Core Actors Clustering", International Conference on Computational Linguistics (COLING), 2012.
L. SUN, Y. Yang, and W. Liu, "Trended DTW based on piecewise linear approximation for time series mining", IEEE International Conference on Data Mining (ICDM), 2011.