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添加3,799字节, 2024年4月13日 (星期六)

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= '''研究成果''' =

'''Selected Paper'''

2024

#Zhang J., etc.  Shapley-Optimized Reinforcement Learning for Human-Machine Collaboration Policy. In '''''Proceedings of '''''''DASFAA 2024'', Accepted

#Guo M., etc. SMILE: Spiking Multi-modal Interactive Label-guided Enhancement Network for Emotion Recognition. In '''''Proceedings of ICME 2024''''', Accepted

#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 ''''''''Workshop PML4LRs''', Accepted

#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 ''''''''Coling'''''''' 2024''''', Accepted

#Liu Z., etc. '''Are Transformer-based Models More Robust than CNN-based Models?'''. '''Neural Networks''', Accepted

#Li S., etc. SEEKING SIMILARITIES WHILE REMOVING DIFFERENCES: GRAPH NEURAL NETWORKS BASED ON NODE CORRELATION. In '''''Proceedings of ICASSP 2024''''', Accepted

#Liu Z., etc. Understanding Data Augmentation from a Robustness Perspective. In '''''Proceedings of ICASSP 2024''''', Accepted

#Liu Z., etc. From Game Theory to Visual Recognition: Advancing DNN Robustness. In '''''Proceedings of ICASSP 2024''''', Accepted

#Jiang W., etc. EDOS: Diverse Outlier Sampling for Out-of-Distribution Detection. In '''''Proceedings of ICLR 2024''''', Accepted

#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'''.

#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''''': 21081-21089

# 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

#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

#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

2023

~~ ~~ #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 #Cao M.,Chen M., Song J., Fang C., Wang C. A Flexible Debiasing Framework for Fair Heterogeneous Information Network Embedding. In '''''Proceedings of ECAI 2023''''', ~~Accepted~~ 2023, 343-350

#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

#Cao M., Yuan J., Yu H., Zhang B. and Wang C. Self-supervised short text classification with heterogeneous graph neural networks.'''Expert Systems'''. 2023, 40(6):

#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

#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

#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''''''''pplied Intelligence''',~~ Accepted~~2023: 53(21): 25154-25170

#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''''':262-270

#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: 14910-14918

#Zhang B. Xu M. Chen M., Chen M. Wang C. CopGAT: Co-propagation Self-supervised Graph Attention Network. In '''''Proceedings of ''''''''ISPA 2022''': 18-25

#Yu H., etc. DIPool: Degree-Induced Pooling for Hierarchical Graph Representation Learning. In '''''Proceedings of ''''''''ISPA 2022''': 220-227

#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

#Changfeng Ma, Yang Yang, Jie Guo, Fei Pan, Chongjun Wang, Yanwen Guo. Unsupervised Point Cloud Completion and Segmentation by Generative Adversarial Autoencoding Network[C]. In '''''Proceedings of ''''' '''''NIPS 2022'''''

#Zhendong Liu, Wenyu Jiang, Yi Zhang, Chongjun Wang. FIXC: A Method for Data Distribution Shifts Calibration via Feature Importance[C].  In '''''Proceedings of ''''''''ICTAI 2022''': 153-160

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