互联网+创新设计硕士

杨余久

Title: 教授，博士生导师

Office:

Tel & Fax: 0755-26032552

E-mail: yang.yujiu@sz.tsinghua.edu.cn

个人简历
教学
研究领域
研究成果
奖励荣誉
动态信息

教育经历

2008中国科学院自动化所模式识别与智能系统博士

2002中国矿业大学控制工程硕士

1995中国矿业大学应用地球物理专业学士

工作经历

2023.12–至今清华大学深圳国际研究生院，教授

2016.12–2023.11 清华大学深圳国际研究生院，副教授

2010.10–2016.12 清华大学深圳研究生院讲师，副教授

2008.07-2010.09 清华大学博士后

2002.07-2008.07 中国科学院自动化研究所助理研究员

学术兼职

2011.05 －现在 Association for Computing Machinery（ACM）Member

2009.07 －现在 Institute of Electrical and Electronics Engineers（IEEE）Member

2009.09 －现在中国计算机学会（CCF）会员

2010.09 －现在 CCF-YOCSEF深圳 AC委员

2010.04 －现在深圳市科技专家委员会评审专家

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

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

IEEE Transactions on Multimedia ( TMM )

IEEE Transactions on Neural Networks and Learning Systems (TNNLS)

SCIENCE CHINA Information Sciences

IEEE Transactions on Knowledge and Data Engineering (TKDE)

IEEE Internet of Things Journal

IEEE Transactions on Parallel and Distributed Systems （TPDS）

IEEE Internet Computing

IEEE Computing in Science \& Engineering

IEEE Computer

International Journal of Machine Learning and Cybernetics

《计算机学报》

《自动化学报》

《电子与信息学报》

代表性论文

[1] Weihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, Ming-Hsuan Yang：GAN Inversion: A Survey, in IEEE Transactions on Pattern Analysis and Machine Intelligence,. 45(3): 3121-3138 (2023) （CCF-A）（IF：24.314）

[2] Fei Yin, Yong Zhang, Baoyuan Wu, Yan Feng, Jingyi Zhang, Yanbo Fan, Yujiu Yang: Generalizable Black-Box Adversarial Attack With Meta Learning, in IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 doi: 10.1109/TPAMI.2022.3194988. （CCF-A）（IF：24.314）

[3] Mingdeng Cao, Yanbo Fan, Yong Zhang, Jue Wang, Yujiu Yang: VDTR: Video Deblurring With Transformer. IEEE Trans. Circuits Syst. Video Technol. 33(1): 160-171 (2023) （IF：5.859）

[4] Shengjie Chen, Gang Wu, Yujiu Yang, Zhenhua Guo: A simple and effective patch-Based method for frame-level face anti-spoofing. Pattern Recognit. Lett. 171: 1-7 (2023) （IF：4.757）

[5] Lei Shi, Sheng Lan, Hao Gui, Yujiu Yang, Zhenhua Guo: A novel 2D contactless fingerprint matching method. Neurocomputing 500: 547-555 (2022) （IF：5.779）

[6] Ran Yu, Chenyu Tian, Weihao Xia, Xinyuan Zhao, Liejun Wang, Yujiu Yang: Real-time human-centric segmentation for complex video scenes. Image Vis. Comput. 126: 104552 (2022) （IF：3.86）

[7] 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) （IF：3.252）

[8] 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) （IF：5.779）

[9] Weihao Xia, Yujiu Yang, Jing-Hao Xue, Jing Xiao: Domain Fingerprints for No-Reference Image Quality Assessment. IEEE Trans. Circuits Syst. Video Technol. 31(4): 1332-1341 (2021) （IF：5.859）

[10] 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) （IF：9.657）

[11] Lifang Ding, Zeyang Lei, Guangxu Xun, Yujiu Yang: FAT-RE: A faster dependency-free model for relation extraction. J. Web Semant. 65: 100598 (2020) （IF：2.77）

会议论文：【更新文章】

[1] 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）

[2] 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）

[3] 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）

[4] Zhibin Gou, qingyan guo and Yujiu Yang；Multi-view Prompting Improves Aspect Sentiment Tuple Prediction；ACL2023.（CCF-A）

[5] Jiaqi Sun, Lin Zhang, Guangyi Chen, Peng XU, Kun Zhang, Yujiu Yang: Feature Expansion for Graph Neural Networks; ICML23. (CCF-A)

[6] Xuanzhou Liu, Lin Zhang, Jiaqi Sun, Yujiu Yang, Haiqin Yang: D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching; ICML23. (CCF-A)

[7] 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）

[8] 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）

[9] 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）

[10] Qingyan Bai, Ceyuan Yang, Yinghao Xu, Xihui Liu, Yujiu Yang, Yujun Shen： GLeaD: Improving GANs with A Generator-Leading Task；CVPR23（CCF-A）

[11] 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）

[12] 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）

[13] Shuwei Shi, Jinjin Gu, Liangbin Xie, Xintao Wang, Yujiu Yang, Chao Dong, Rethinking Alignment in Video Super-Resolution Transformers. Advances in Neural Information Processing Systems (NeurIPS), 2022. （CCF-A）

[14] Wangjie Jiang, Zhihao Ye, Zijing Ou, Ruihui Zhao, Jianguang Zheng, Yi Liu, Bang Liu, Siheng Li, Yujiu Yang, Yefeng Zheng: MCSCSet: A Specialist-annotated Dataset for Medical-domain Chinese Spelling Correction. CIKM 2022: 4084-4088（CCF-B）

[15] Mingdeng Cao, Zhihang Zhong, Jiahao Wang, Yinqiang Zheng, Yujiu Yang: Learning Adaptive Warping for RealWorld Rolling Shutter Correction. CVPR 2022: 17764-17772 （CCF-A）

[16] Shanshan Lao, Yuan Gong, Shuwei Shi, Sidi Yang, Tianhe Wu, Jiahao Wang, Weihao Xia, Yujiu Yang: Attentions Help CNNs See Better: Attention-based Hybrid Image Quality Assessment Network. CVPR Workshops 2022: 1139-1148 (The track champion)

[17] Sidi Yang, Tianhe Wu, Shuwei Shi, Shanshan Lao, Yuan Gong, Mingdeng Cao, Jiahao Wang, Yujiu Yang: MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment. CVPR Workshops 2022: 1190-1199 (The track champion)

[18] Yong Liu, Ran Yu, Fei Yin, Xinyuan Zhao, Wei Zhao, Weihao Xia, and Yujiu Yang：Learning Quality-aware Dynamic Memory for Video Object Segmentation；ECCV (29) 2022: 468-486 （CCF-B）

[19] Yong Liu, Ran Yu, Jiahao Wang, Xinyuan Zhao, Yitong Wang, Yansong Tang, and Yujiu Yang：Global Spectral Filter Memory Network for Video Object Segmentation；ECCV (29) 2022: 648-665 （CCF-B）

[20] Qingyan Bai, Yinghao Xu, Jiapeng Zhu, Weihao Xia, Yujiu Yang, Yujun Shen: High-fidelity GAN Inversion with Padding Space；ECCV (15) 2022: 36-53（CCF-B）

[21] 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；ECCV (17) 2022: 85-101 （CCF-B）

[22] Xiaopei Wan , Guoqiu Li , Yujiu Yang and Zhenhua Guo： Augmenting Anchors by the Detector Itself；IJCAI 22: 1371-1377 （CCF-A）

[23] Mao Yan Chen and Siheng Li and Yujiu Yang： EmpHi: Generating Empathetic Responses with Human-like Intents, NAACL2022: 1063-1074 （CCF-B）

[24] Jiahao Wang, Mingdeng Cao, Shuwei Shi, Baoyuan Wu, Yujiu Yang: Attention Probe: Vision Transformer Distillation in the Wild；ICASSP22, 2220-2224. （CCF-B）

[25] Wangjie Jiang∗, Siheng Li∗, Jiayi Li, Yujiu Yang: Multi-Turn incomplete Utterance Restoration as Object Detection；ICASSP22, 8052-8056. （CCF-B）

[26] Han Shu，Jiahao Wang，Hanting Chen, Lin Li，Yujiu Yang，Yunhe Wang：Adder Attention for Vision Transformer，(NeurIPS2021) Advances in Neural Information Processing Systems 34, 19899-19909 （CCF-A）

[27] 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）

[28] 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）

[29] 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）

[30] 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）

[31] 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）

[32] Weihao Xia*; Yujiu Yang; Jing-Hao Xue: Controllable Continuous Gaze Redirection. ACM Multimedia，12-16 October 2020 Seattle, United States. （CCF-A）

[33] 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

[34] Yue Wu, Yui Lo, Yujiu Yang: STCN: A Lightweight Sleep Staging Model with Multiple Channels. BIBM 2020: 1180-1183 （CCF-B）

[35] 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）

[36] 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. （CCF-B）

[37] 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）

[38] Miaomiao Yu, Yujiu Yang, Chenhui Li: HGCN4MeSH: Hybrid Graph Convolution Network for MeSH Indexing. ACL (student) 2020: 20-26；（CCF-A）

[39] Yiru Wang, Pengda Si, Zeyang Lei, Yujiu Yang: Topic Enhanced Controllable CVAE for Dialogue Generation (Student Abstract). AAAI 2020: 13955-13956；（CCF-A）

[40] 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）

[41] 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)

[42] Guanqun Hou, Yujiu Yang, Jing-Hao Xue: Residual Dilated Network with Attention for Image Blind Denoising. ICME 2019: 248-253 （CCF-B）

[43] Weihao Xia, Yujiu Yang, Xianyu Bao: ECGAN: Image Translation with Multi-scale Relativistic Average Discriminator. AIMS 2019: 28-38 (Best student paper)

[44] 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）

[45] 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）

[46] 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）

[47] Zeyang Lei, Yujiu Yang, Min Yang; SAAN: A Sentiment-Aware Attention Network for Sentiment Analysis. SIGIR 2018: 1197-1200 （CCF-A）

[48] 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）

主要专利成果

[1] 杨余久,张如意,邵航,黄旭; 一种无人机救援系统及其搜救方法，中国，ZL 2016 1 0047601.7。授权时间：2018.12.21