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Yi Zhang @ IIP, NJU-CS

添加3,255字节, 2021年12月12日 (日) 20:32

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*I received my B.Sc. degree from Huazhong University of Science and Technology in June 2017. In September 2017 and 2019, I was admitted to study for a an M.Sc. degree and Ph.D. degree in at Nanjing University under the supervision of Prof. ~~WANG Chongjun~~ Chong-Jun Wang without entrance examination, respectively.~~~~ Currently, I am a ~~first ~~second-year Ph.D. student of Department of Computer Science and Technology at Nanjing University and a member of IIP Group. I am also one of the members of the international branches of [https://hpi.de Hasso-Plattner-Institut] from Germany (2020- ). *'''Research Interest'''

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*'''Zhang, Y.''', Zeng, C., Cheng, H., Wang, C., & Zhang, L. (2019, July). Many could be better than all: A novel instance-oriented algorithm for Multi-modal Multi-label problem. In ''2019 IEEE International Conference on Multimedia and Expo (ICME)'' (pp. 838-843). IEEE.(Oral presentation)

*'''Zhang, Y.''', Zhang, Z., Cheng, H., Lu, H., Zhang, L., Wang, C., & Xie, J. (2019, November). Win-win Cooperation: A Novel Dual-Modal Dual-Label Algorithm for Membrane Proteins Function Pre-screen. In ''2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)'' (pp. 102-106). IEEE.

*'''Zhang, Y.''', Shen, J., Zhang, Z., & Wang, C. (2020, August). Common and Discriminative Semantic Pursuit for Multi-modal Multi-label Learning. ''In Proceedings of 24th European Conference on Artificial Intelligence - ECAI 2020 ''(pp. 1666-1673). (Oral presentation)*'''Zhang, Y.''', Shen, J., Zhang, Z., Zhang, L., & Wang, C. (2020, July). Rethinking Modal-oriented Label Correlations for Multi-modal Multi-label Learning. In ~~Proceedings of ECAI~~  ''2020~~, Accepted~~International Joint Conference on Neural Networks (IJCNN)'' (pp. 1-8). IEEE. (Oral presentation) *'''Zhang, Y.''', ~~Shen~~Zhang, JZ., ~~Zhang~~Zhu, ZY., Zhang , L., & Wang, C.(2020, August). Discriminative Multi-label Model Reuse for Multi-label Learning. In ''Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data'' (pp. 725-739). Springer, Cham. (Oral presentation)*'''Zhang, Y. ~~Rethinking~~ ''', Shen, J., Zhang, Z., & Wang, C. (2021). Partial Modal~~-oriented Label Correlations~~ Conditioned GANs for Multi-modal Multi-label Learningwith Arbitrary Modal-Missing.In ''DASFAA (2)'' (pp. 413-428). (Oral presentation)*'''Zhang, Y.''', Shen, J., Yu, C., & Wang, C. (2021). Relation-Aware Alignment Attention Network for Multi-view Multi-label Learning. In ~~Proceedings of IJCNN 2020, Accepted~~ ''DASFAA (2)'' (pp. 465-482). (Oral presentation) *'''Zhang , Y.''', ~~Zhang Z~~Shen, J., ~~Zhu Y.~~Yu, ~~Zhang L~~C.,&~~nbsp;and~~ Wang , C. ~~Discriminative Multi~~(2021, July). Label-~~label Model Reuse for~~ Specific Alignment with Adversarial Multi-~~label Learning~~View Representation. In ''2021 IEEE International Conference on Multimedia and Expo (ICME)'' (pp. 1-6). IEEE. (Oral presentation)*~~In Proceedings~~ '''Zhang, Y.''', Zhang, Z., Chen, M., Lu, H., & Wang, C. LAMB: A Novel Algorithm of ~~APWeb~~Label Collaboration based Multi-~~WAIM 2020,~~ Label Learning. Intelligent Data Analysis. Accepted*</spanstyle="font-family:Times New Roman,Times,serif;"></spanstyle="font-size:medium;">'''Zhang, Y.''', Chen, M., Shen, J., & Wang, C. Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition. In ''Proceedings of  AAAI 2022''. Accepted

*Cheng, H., Zhang, L., '''Zhang, Y.''', Wu, J., & Wang, C. (2018, July). Optimal constraint collection for core-selecting path mechanism. In ''Proceedings of the 17th international conference on autonomous agents and multiagent systems'' (pp. 41-49).

*Zeng, C., '''Zhang, Y.''', Lu, H. Y., & Wang, C. J. (2019, July). GADGET: Using Gated GRU for Biomedical Event Trigger Detection. ''In ''2019 ''International Joint Conference on Neural Networks (IJCNN)'' (pp. 1-8). IEEE'''.''' '''

*Cheng, H., Zhang, W., '''Zhang, Y.''', Zhang, L., Wu, J., & Wang, C. (2020). Fast core pricing algorithms for path auction. ''Autonomous Agents and Multi-Agent Systems'', ''34''(1), 18.

*Du, Y., Tan, Z., Chen, Q., '''Zhang, Y.''', & Wang, C. ~~(2019). Homogeneous Online Transfer Learning with Online Distribution Discrepancy Minimization. ~~''(2020, August). Homogeneous Online Transfer Learning with Online Distribution Discrepancy Minimization. ''In Proceedings of 24th European Conference on Artificial Intelligence - ECAI 2020~~, Accepted~~ ''(pp. 1111-1118).*</spanstyle="font-size:medium;"></spanstyle="font-family:Times New Roman,Times,serif;">Zhu, Y., & '''Zhang, Y.''' (2020, July). M3LA: A Novel Approach Based on Encoder-Decoder with Attention Framework for Multi-modal Multi-label Learning. In ''2020 International Joint Conference on Neural Networks (IJCNN)'' (pp. 1-8). IEEE.'' *Chen, Q., Du, Y., Tan, Z.,  '''Zhang, Y.''', & Wang, C. (2020,September). Unsupervised domain adaptation with joint domain-adversarial reconstruction networks. ''In Joint European Conference on Machine Learning and Knowledge Discovery in Databases''  (pp. 640-656). Springer, Cham.*Shen, J., '''Zhang, Y.''', Yu, C., & Wang, C. (2020, December). Multi-view Multi-label Learning with Dual-Attention Networks for Stroke Screen. ''In 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)'' (pp. 1124-1128). IEEE.*</spanstyle="font-size:medium;"></spanstyle="font-family:Times New Roman,Times,serif;">~~Wang~~Lu, H. Y., '''Zhang, Y.''', & Du, CY. (2021). ~~Unsupervised Domain Adaptation with Joint Domain~~SenU-PTM: a novel phrase-based topic model for short-~~Adversarial Reconnstructionn Networks~~text topic discovery by exploiting word embeddings.  ''Data Technologies and Applications''. *Chen M., Du Y., '''Zhang, Y.''', Qian, S., ~~In Proceedings of ECML-PKDD 2020~~& Wang, ~~Accepted~~C.</spanstyle="font-family:Times New Roman,Times,serif;"></spanstyle="font-size:medium;">Semi-Supervised Learning with Multi-Head Co-Training. In ''Proceedings of  AAAI 2022''. Accepted

'''Rewards or Honors'''

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*Excellent Graduate Student of Nanjing University in 2020

*First Prize of Talent Scholarship, November 2020

*Zhonghui Information Scholarship, December 2019

*Excellent Graduate Student of Nanjing University in 2019

*Excellent Graduate Student of Nanjing University in 2018

*First-~~Class~~ class Academic Scholarship, 2018-2019 *First-~~Class~~ class Academic Scholarship, 2017-2018

*Outstanding Graduate of Huazhong University of Science and Technology. Wuhan, June 2017

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Yi Zhang @ IIP, NJU-CS

南京大学IIP