个人简历

教育经历\r
2010，中国科学院自动化所，中国科学院自动化所，博士\r
2008，中国矿业大学，中国矿业大学，硕士\r
1995，中国矿业大学，应用地球物理专业，学士\r
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工作经历\r
2010.10 - 至今，清华大学深圳研究生院，留校任教\r
2008.07 - 2010.09，清华大学，博士后\r
2002.07 - 2008.07，中国科学院自动化研究所，助理研究员\r
1995.07 - 1999.08，大屯能源股份有限公司，技术员\r
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学术兼职\r
2011.05至今，Association for Computing Machinery（ACM）Member\r
2009.07至今，Institute of Electrical and Electronics Engineers（IEEE）Member\r
2009.09至今，中国计算机学会（CCF）会员\r
2010.09至今，CCF-YOCSEF深圳AC委员\r
2010.04至今，深圳市科技专家委员会评审专家，\r
为下列期刊和国际会议担任程序委员会委员或审稿人：NeurIPS、ICML、ACL、EMNLP、NAACL、SIGKDD、CVPR、ECCV、AAAI\r
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)\r
IEEE Transactions on Multimedia ( TMM )\r
IEEE Transactions on Neural Networks and Learning Systems (TNNLS)\r
SCIENCE CHINA Information Sciences\r
IEEE Transactions on Knowledge and Data Engineering (TKDE)\r
IEEE Internet of Things Journal\r
IEEE Transactions on Parallel and Distributed Systems （TPDS）\r
IEEE Internet Computing\r
IEEE Computing in Science \\& Engineering\r
IEEE Computer\r
International Journal of Machine Learning and Cybernetics\r
《计算机学报》\r
《自动化学报》\r
《电子与信息学报》

研究领域

"课题组以机器学习、模式识别基本理论为基础，开展相应算法理论研究，并围绕智能交互的需求，探索AI在自然语言处理、视觉图像理解和分析等领域应用。"

近期论文

Xiaopei Wan , Guoqiu Li , Yujiu Yang and Zhenhua Guo： Augmenting Anchors by the Detector Itself；IJCAI 22; (Accepted) CCF A类\r
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Xiang Cao, Lei Wang and Yujiu Yang：Dual Contrastive Learning for Unsupervised Knowledge Selection；SEKE22; (Accepted) CCF C类\r
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Mao Yan Chen and Siheng Li and Yujiu Yang： EmpHi: Generating Empathetic Responses with Human-like Intents, NAACL22; (Accepted) CCF C类\r
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Sidi Yang, Tianhe Wu, Shuwei Shi, Shanshan Lao, Yuan Gong, Mingdeng Cao, Jiahao Wang and Yujiu Yang：MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment，CVPRW22(The track champion)\r
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Shanshan Lao, Yuan Gong, Shuwei Shi, Sidi Yang, Tianhe Wu, Jiahao Wang, Weihao Xia and Yujiu Yang：Attentions Help CNNs See Better: Attention-based Hybrid Image Quality Assessment Network，CVPRW22(The track champion)\r
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Mingdeng Cao, Zhihang Zhong, Jiahao Wang, Yinqiang Zheng, Yujiu Yang：Learning Adaptive Warping for Real-World Rolling Shutter Correction; CVPR22 (Accepted) CCF A类\r
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Jiahao Wang, Baoyuan Wu, Rui Su, Mingdeng Cao, Shuwei Shi, Wanli Ouyang, Yujiu Yang*Accelerating Neural Network Optimization Through an Automated Control Theory Lens; CVPR22 (Accepted) CCF A类\r
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Jiahao Wang, Mingdeng Cao, Shuwei Shi, Baoyuan Wu, Yujiu Yang: Attention Probe: Vision Transformer Distillation in the Wild；ICASSP22(Accepted) CCF B类\r
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Wangjie Jiang?, Siheng Li?, Jiayi Li, Yujiu Yang: Multi-Turn incomplete Utterance Restoration as Object Detection；ICASSP22 (Accepted) CCF B类\r
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Han Shu，Jiahao Wang，Hanting Chen, Lin Li，Yujiu Yang，Yunhe Wang：Adder Attention for Vision Transformer，NeurIPS2021 (Accepted) CCF A类\r
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Junjie Wang, Yatai Ji, Jiaqi Sun, Yujiu Yang and Tetsuya Sakai：MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering，EMNLP (Findings) 2021: 2280-2292. CCF B类\r
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Weihao Xia, Yujiu Yang, Jing-Hao Xue: Cali-sketch: Stroke calibration and completion for high-quality face image generation from human-like sketches. Neurocomputing 460: 256-265 (2021)\r
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Gengcong Yang, Jingyi Zhang, Yong Zhang, Baoyuan Wu, Yujiu Yang: Probabilistic Modeling of Semantic Ambiguity for Scene Graph Generation. Virtual June19-25, CVPR2021: 12527-12536. CCF A类\r
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Weihao Xia, Yujiu Yang, Jing-Hao Xue, Baoyuan Wu: TediGAN: Text-Guided Diverse Image Generation and Manipulation. Virtual June19-25, CVPR2021: 2256-2265. CCF A类\r
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Yutong Wang, Renze Lou, Kai Zhang, Mao Yan Chen, Yujiu Yang: More: A Metric Learning Based Framework for Open-Domain Relation Extraction. ICASSP 2021: 7698-7702. CCF B类\r
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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，12-16 October 2020 Seattle, United States. CCF A类\r
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Weihao Xia*; Yujiu Yang; Jing-Hao Xue: Controllable Continuous Gaze Redirection. ACM Multimedia，12-16 October 2020 Seattle, United States. CCF A类\r
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Shuwei Shi, Qingyan Bai, Mingdeng Cao, Weihao Xia, Jiahao Wang, Yifan Chen, Yujiu Yang: Region-Adaptive Deformable Network for Image Quality Assessment. CVPR Workshops 2021: 324-333\r
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Yiru Wang, Pengda Si, Zeyang Lei, Guangxu Xun, Yujiu Yang,HSCJN: A holistic semantic constraint joint network for diverse response generation; Computer Speech & Language, Volume 65, January 2021, 101135\r
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Shuang Huang, Yujiu Yang, Biqing Huang: Health Status Analysis and Optimization of Load Dispatch for Power Plant Boiler. J. Comput. Inf. Sci. Eng. 21(1) (2021)\r
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Lifang Ding, Zeyang Lei, Guangxu Xun, Yujiu Yang; FAT-RE: A faster dependency-free model for relation extraction, Journal of Web Semantics，Volume 65, December 2020, 100598\r
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Yue Wu, Yui Lo, Yujiu Yang: STCN: A Lightweight Sleep Staging Model with Multiple Channels. BIBM 2020: 1180-1183 CCF B类\r
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Sijin Wu, Yujiu Yang, Nicholas Yung, Zhengchen Shen, Zeyang Lei: DT-QDC: A Dataset for Question Comprehension in Online Test. COLING 2020: 6470-6480 CCF B类\r
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Weihao Xia, Yujiu Yang, Jing-Hao Xue and Jing Xiao, Domain Fingerprints for No-reference Image Quality Assessment, in IEEE Transactions on Circuits and Systems for Video Technology, 2021, 31(4): 1332-1341.\r
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Weihao Xia; Yujiu Yang; Jing-Hao Xue；Unsupervised Multi-Domain Multimodal Image-to-Image Translation with Explicit Domain-Constrained Disentanglement, Neural Networks, Volume 131, November 2020, Pages 50-63.\r
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Yanbo Fan, Baoyuan Wu, Tuanhui Li, Yong Zhang, Mingyang Li, Zhifeng Li, Yujiu Yang: Sparse Adversarial Attack via Perturbation Factorization，16th European Conference on Computer Vision (ECCV), 23-28 August, 2020 (Accepted). CCF A类\r
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Yunzhou Shi, Zhiling Luo, Pengcheng Zhu, Feng Ji, Wei Zhou, Haiqing Chen and Yujiu Yang. G2T: Generating Fluent Descriptions for Knowledge Graph [C] ACM SIGIR 2020, July 25-30, 2020 (Xi'an, China), pages 1861-1864. CCF A类\r
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Miaomiao Yu, Yujiu Yang, Chenhui Li: HGCN4MeSH: Hybrid Graph Convolution Network for MeSH Indexing. ACL (student) 2020: 20-26；CCF A类\r
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Yiru Wang, Pengda Si, Zeyang Lei, Yujiu Yang: Topic Enhanced Controllable CVAE for Dialogue Generation (Student Abstract). AAAI2020: 13955-13956；CCF A类\r
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Tuanhui Li, Baoyuan Wu, Yujiu Yang, Yanbo Fan, Yong Zhang, Wei Liu; Compressing Convolutional Neural Networks via Factorized Convolutional Filters The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019, pp. 3977-3986；CCF A类\r
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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 (学生旅行奖)\r
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Guanqun Hou, Yujiu Yang, Jing-Hao Xue: Residual Dilated Network with Attention for Image Blind Denoising. ICME 2019: 248-253 CCF B类\r
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Weihao Xia, Yujiu Yang, Xianyu Bao: ECGAN: Image Translation with Multi-scale Relativistic Average Discriminator. AIMS 2019: 28-38 (Best student paper)\r
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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类\r
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Zeyang Lei, Yujiu Yang, Min Yang, Yi Liu; A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification. Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL (2)2018: 758-763; CCF A类\r
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Zeyang Lei, Yujiu Yang, Yi Liu; LAAN: A Linguistic-Aware Attention Network for Sentiment Analysis, WWW ’18 Companion, April 23–27, 2018, Lyon, France; CCF A类\r
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Zeyang Lei, Yujiu Yang, Min Yang; SAAN: A Sentiment-Aware Attention Network for Sentiment Analysis. SIGIR 2018: 1197-1200 CCF A类\r
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Zeyang Lei, Yujiu Yang, Min Yang; Sentiment Lexicon Enhanced Attention-based LSTM for Sentiment Classification, The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18) , 2018.2.2-2018.2.7 CCF A类