1,014
个编辑
更改
科研进展
,无编辑摘要
'''<span style="font-family:微软雅黑; font-size:medium">Selected Paper</span>'''
<p style="text-align:center"><span style="font-family:Times New Roman,Times,serif"><span style="font-size:larger">2024</span></span></p>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Zhang J., etc. Shapley-Optimized Reinforcement Learning for Human-Machine Collaboration Policy. In '''''Proceedings of '''''<b>''DASFAA 2024''</b>, Accepted</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Guo M., etc. SMILE: Spiking Multi-modal Interactive Label-guided Enhancement Network for Emotion Recognition. In '''''Proceedings of ICME 2024''''', Accepted</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Yuntao Du, Siqi Luo, yi Xin, MingCai Chen, Shuai Feng, Mujie Zhang, Chongjun Wang. Multi-source Fully Test-Time Adaptation. In '''''Proceedings of ICLR 2024 '''''<i>'''Workshop PML4LRs'''</i>, Accepted</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Liu Z., Xia C., He W., Wang C. Trustworthiness and Self-awareness in Large Language Models: An Exploration through the Think-Solve-Verify Framework. In '''''Proceedings of '''''<i>'''Coling'''</i>''''' 2024''''', Accepted</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Liu Z., etc. '''Are Transformer-based Models More Robust than CNN-based Models?'''. '''Neural Networks''', Accepted</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Li S., etc. SEEKING SIMILARITIES WHILE REMOVING DIFFERENCES: GRAPH NEURAL NETWORKS BASED ON NODE CORRELATION. In '''''Proceedings of ICASSP 2024''''', Accepted</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Liu Z., etc. Understanding Data Augmentation from a Robustness Perspective. In '''''Proceedings of ICASSP 2024''''', Accepted</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Liu Z., etc. From Game Theory to Visual Recognition: Advancing DNN Robustness. In '''''Proceedings of ICASSP 2024''''', Accepted</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Jiang W., etc. EDOS: Diverse Outlier Sampling for Out-of-Distribution Detection. In '''''Proceedings of ICLR 2024''''', Accepted</span></span>
#<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Liu M., Kirill K., Wang C. The Implementations and Applications of Elliptic Curve Cryptography. In '''''Proceedings of CATA 2024'''''( 39th International Conference on Computers and Their Applications), '''Best Paper Award'''.</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Feng S., Jin P., Wang C. CASE: Exploiting Intra-class Compactness and Inter-class Separability of Feature Embeddings for Out-of-Distribution Detection. In '''''Proceedings of AAAI 2024'''''</span></span>: <span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">21081-21089</span></span>
#<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;"> Shanli Tan, Hao Cheng, Xiaohu Wu, Han Yu, Tiantian He, Yew Soon Ong, Chongjun Wang, Xiaofeng Tao. FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants. In '''''Proceedings of AAAI 2024''''': 15231-15239</span></span>
#<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Yuntao Du, Haiyang Yang, Mingcai Chen, Hongtao Luo, Juan Jiang, Chongjun Wang. Generation, Augmentation, and Alignment: A Pseudo-Source Domain Based Method for Source-Free Domain Adaptation. In '''''Proceedings of ACML 2023''''', Accepted</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">吴骏等.一种基于算法机制设计的社会法则合成方法.'''''软件学报''''', 2024, 35(3): 1440-1465</span></span>
<p style="text-align:center"><span style="font-family:Times New Roman,Times,serif"><span style="font-size:larger">2023</span></span></p>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Cao M.,Chen M., Song J., Fang C., Wang C. A Flexible Debiasing Framework for Fair Heterogeneous Information Network Embedding. In</span></span> <span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">'''''Proceedings of ECAI 2023''''', 2023, 343-350</span></span> #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Du Y., Jiang J., Luo H., Haiyang Yang , Mingcai Chen, and Chongjun Wang. Bidirectional View based Consistency Regularization for Semi-Supervised Domain Adaptation[J]. '''Transactions on Machine Learning Research''', 2023:1-17</span></span> #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Cao M., Yuan J., Yu H., Zhang B. and Wang C. Self-supervised short text classification with heterogeneous graph neural networks.'''Expert Systems'''</span></span>. <span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">2023, 40(6):</span></span> #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Cheng H. etc.Exploring Leximin Principle for Fair Core-Selecting Combinatorial Auctions: Payment Rule Design and Implementation. In '''''Proceedings of IJCAI 2023''''', 2023, 2581-2588</span></span> #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Ma C., Chen Y., Guo P., Guo J., Wang C., Guo Y. Symmetric Shape-Preserving Autoencoder for Unsupervised Real Scene Point Cloud Completion. In '''''Proceedings of CVPR 2023''''', 2023:13560-13569</span></span> #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Yuan J., Yu H., Cao M., Song J., Xie J., Wang C. Self-Supervised Robust Graph Neural Networks against Noisy Graphs and Noisy Labels[J]. '''''A'''''<i>'''pplied Intelligence'''</i>, 2023: 53(21): 25154-25170</span></span> #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Shuai Feng, Wenyu Jiang, Mingcai Chen, Yuntao Du, Hao Cheng, Chongjun Wang.CESED: Exploiting Hyperspherical Predefined Evenly-Distributed Class Centroids for OOD Detection. In '''''Proceedings of SDM 2023''''', Accepted:262-270</span></span> #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Wenyu Jiang, Yuxin Ge, Hao Cheng, Mingcai Chen, Shuai Feng, Chongjun Wang. READ: Aggregating Reconstruction Error into Out-of-distribution Detection. In '''''Proceedings of AAAI 2023''''',2023: Accepted14910-14918</span></span> #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Mingcai Chen, Hao Cheng, Yuntao Du, Ming Xu, Wenyu Jiang, Chongjun Wang. Two Wrongs Don’t Make a Right: Combating Confirmation Bias in Learning with Label Noise. In '''''Proceedings of AAAI 2023''''',2023:14765-14773</span></span> #<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Shuwei Qian, Chongjun Wang. AcceptedCOM: Contrastive Masked-attention model for incomplete multimodal learning. '''''Neural Networks'''''. 2023: 162: 443-455</span></span> #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Cao M. , Song J., Yuan J., Zhang B. and etcWang C. Title: FairHELP: Fairness-Aware Heterogeneous Information Network Embedding for Link Prediction. In '''''Proceedings of DASFAA 2023''''', Accepted320-330</span></span> #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Xin Y., Luo S., Jin P., Du Y. and etcWang C. Self-Training with Label-Feature-Consistency for Domain Adaptation. In '''''Proceedings of DASFAA 2023''''', Accepted84-89</span></span>
<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-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Zhang B. Xu M. Chen M., Chen M. Wang C. CopGAT: Co-propagation Self-supervised Graph Attention Network. In '''''Proceedings of '''''<i>'''ISPA 2022'''</i>,: Accepted18-25</span></span> #<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Yu H., etc. DIPool: Degree-Induced Pooling for Hierarchical Graph Representation Learning. In '''''Proceedings of '''''<i>'''ISPA 2022'''</i>, Accepted</span></span> #<span style="font-family:Times New Roman,Times,serif;"><span style="font220-size:medium;">吴骏等.一种基于算法机制设计的社会法则合成方法.'''''软件学报''''',录用227</span></span> #<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">MA C.Changfeng Ma, Yang Yang, Jie Guo, Fei Pan, Chongjun Wang, etcYanwen Guo. Unsupervised Point Cloud Completion and Segmentation by Generative Adversarial Autoencoding Network[C].</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 ''''' '''''NIPS 2022''''', Accepted </span></span> #<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Zhendong Liu Z., etcWenyu Jiang, Yi Zhang, Chongjun Wang. FIXC: A Method for Data Distribution Shifts Calibration via Feature Importance[C]. </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 '''''<i>'''ICTAI 2022'''</i>, Accepted: 153-160</span></span> #<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Yuxin Ge Y., etcHongtao Luo, Chen-Xuan Fang, Zhi-Wei Zhu, Chongjun Wan. MRM: Site Selection via Mutil-round Meanshift for Global Fairness[C].</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 ICTAI 2022''''', Accepted: 1245-1250</span></span> #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Yu H., etcYuan J., Yao Y., and Wang C. ''Not All Edges are Peers: Accurate Structure-Aware Graph Pooling Networks''</span></span><span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">[J]</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">. '''''Neural Networks''''', 2022, 156: 58-66</span></span> #<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Xu M., Zhang B., Cao M., Yu H., Wang C. LSEGNN: Encode Local Topology Structure in Graph Neural Networks[C].</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 '''''<i>'''IPCCC 2022'''</i>, Accepted: 49-56</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Zhang Y., Shen J., Yu C., Wang C. Views Meet Labels: Personalized Relation Refinement Network for Multiview Multilabel Learning</span></span><span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">[J]</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">.</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">'''''IEEE Multim'''''. 2022, 29(2): 104-113</span></span>
#<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Wu J., Cao J., Sun H., and Wang C. A Bayesian Optimal Social Law Synthesizing Mechanism for Strategic Agents[J]. '''''JAAMAS'''''</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">, 2022, 36(2)</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Du Y., Luo H., Yang H., Jiang J. and etc. InCo: Intermediate Prototype Contrast for Unsupervised Domain Adaptation</span></span><span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">[C]</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">.</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 '''''</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;"> '''''ECML PKDD 2022''''', Accepted: 642-658</span></span> #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Ming Xu M. etc, Baoming Zhang, Jinliang Yuan, Meng Cao, Chongjun Wang. NED-GNN: Detecting and Dropping Noisy Edges in Graph Neural Networks</span></span><span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">[C]</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 '''''</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;"> '''''APWeb-WAIM 2022''''', Accepted: 91-105</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Xu M. etc. NC-GNN: Consistent Neighbors of Nodes Help More in Graph Neural Networks</span></span><span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">[J]</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">.'''''Wireless Communications and Mobile Computing''''', Accepted</span></span>
#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Lu H., Yang J., Fang W., Song X. and Wang C. A DNNs-based fusion model for COVID-19 rumor detection from online social media</span></span><span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">[J]</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;">'''''Data Technologies and Applications'''''</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">, 2022, 56(5): 806-824</span></span>