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<p style="text-align:center"><span style="font-family:Times New Roman,Times,serif"><span style="font-size:larger">2022</span></span></p>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Chen Y. etc. Joint Feature and Labeling Function Adaptation for Unsupervised Domain Adaptation</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">.</span></span> <span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">In '''''Proceedings of PAKDD2022'''''</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">, Accepted</span></span>
#<p span style="textfont-alignfamily:centerTimes New Roman,Times,serif;"><span style="font-size:medium;">Zhang Y. etc. Collaboration based Multi-modal Multi-label Learning. '''Applied Intelligence'''</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:largermedium;">2021, Accepted</span></span></p>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Zhang Y. etc. Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition.</span></span> <span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">In '''''Proceedings of AAAI2022'''''</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">, Accepted</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Chen M. etc. Semi-Supervised Learning with Multi-Head Co-Training</span></span>. <span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">In '''''Proceedings of AAAI2022'''''</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">, Accepted</span></span>
#<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Jinliang Yuan, Yirong Yao, Ming Xu, Hualei Yu, Junyuan Xie and Chongjun Wang.Graph Structure Learning based on Feature</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">.'''''IDA Journal''''', Accepted</span></span>
#<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Jinliang Yuan, Meng Cao, Hao Chen, Hualei Yu, Junyuan Xie and Chongjun Wang.A Unified Structure Learning Framework for Graph Attention Networks. '''''NearalComputing''''', Accepted</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Zhang Y. LAMB: A Novel Algorithm of Label Collaboration based Multi-Label Learning. '''''IDA Journal''''', Accepted</span></span> <p style="text-align:center"><span style="font-family:Times New Roman,Times,serif"><span style="font-size:larger">2021</span></span></p> #<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Huang Z., Zhang L., Zhang Y. Qian S. and Wang C. ransformer based Multi-output Regression Learning for Wastewater Treatment. In '''''Proceedings of ICTAI 2021''''', Accepted608-703</span></span>
#<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Xiaowen Zhang, Yuntao Du, Rongbiao Xie and Chongjun Wang.Adversarial Separation Network for Cross-Network Node Classification. In '''''Proceedings of CIKM2021''''', 2618-2626</span></span>
#<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Yuntao Du, Jindong Wang, Wenjie Feng, Sinno Pan, Tao Qin, Renjun Xu, Chongjjun Wang. AdaRNN: Adaptive Learning and Forecasting of Time Series In '''''Proceedings of CIKM2021''''', 402-411</span></span>
#<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Jinliang Yuan, Hualei Yu, Meng Cao, Ming Xu, Junyuan Xie and Chongjun Wang.Semi-Supervised and Self-Supervised Classification with Multi-View Graph Neural Networks. In '''''Proceedings of CIKM2021''''', 2466-2476</span></span>
#<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Zhang J., Zhang B., Li K., Xu M. and Wang C. Parallel Counterfactual Regret Minimization in Crowdsourcing Imperfect-information Expanded Game. In '''''Proceedings of ISPA 2021''''', Accepted1444-1451</span></span> #<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Zhang J., Li K., Zhang B., Xu M. and Wang C. QMIMC: Q-Learning Model Based on Imperfect-information under Multi-agent Crowdtesting. In '''''Proceedings of ISPA 2021''''', Accepted1110-1117</span></span>
#<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Xu M., Zhang L., Zhang B., Cao M., Yuan J. and Wang C. EPINE: Enhanced Proximity Information Network Embedding. In '''''Proceedings of ISPA 2021''''', Accepted</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Cao M., Yuan J., Xu M., Yu H. and Wang C. Local Structural Aware Heterogeneous Information Network Embedding Based on Relational Self-Attention Graph Neural Networ. '''''IEEE ACCESS''''', 2021, 9: 88301-88312</span></span>
#<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">He Q., Qiao Y., Yang S. and etc.</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Equitable Valuation of Crowdsensing for Machine Learning via Game Theory</span></span><span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">.</span></span> <span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">In '''''Proceedings of WASA 2021''''', Accepted133-141</span></span> #<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">He Q., Qiao Y., Yang S. and etc. </span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Robust and Efficient Mechanism Design for Heterogeneous Task Crowdsensing</span></span>. <span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">In '''''Proceedings of WASA 2021''''', Accepted99-107</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Qiu C., Yao Y., and Du Y. Nested Dense Attention Network For Single Image Super-Resolution. In '''''Proceedings of ICMR2021''''', Accepted</span></span>
#<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Chen H. and etc. False-name-proof mechanism for time window coverage tasks in mobile crowdsensing.</span></span> <span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">In '''''Proceedings of ICCCN 2021''''', 1-10</span></span>