Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study von Chen, Tianlong, Zhou, Kaixiong, Duan, Keyu, Zheng, Wenqing, Wang, Peihao, Hu, Xia, Wang, Zhangyang

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Color Planning and Intercell Interference Coordination for Multicolor Visible Light Communication Networks von Zhou, Kaixiong, Gong, Chen, Xu, Zhengyuan

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Auto-GNN: Neural architecture search of graph neural networks von Zhou, Kaixiong, Huang, Xiao, Song, Qingquan, Chen, Rui, Hu, Xia

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Automated Anomaly Detection via Curiosity-Guided Search and Self-Imitation Learning von Li, Yuening, Chen, Zhengzhang, Zha, Daochen, Zhou, Kaixiong, Jin, Haifeng, Chen, Haifeng, Hu, Xia

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Reinforcement prompting for financial synthetic data generation von Zuo, Xiangwu, Jiang, Anxiao (Andrew), Zhou, Kaixiong

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Distributed channel allocation and rate control for hybrid FSO/RF vehicular ad hoc networks von Zhou, Kaixiong, Gong, Chen, Wu, Nan, Xu, Zhengyuan

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ENGAGE: Explanation Guided Data Augmentation for Graph Representation Learning von Shi, Yucheng, Zhou, Kaixiong, Liu, Ninghao

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ENGAGE: Explanation Guided Data Augmentation for Graph Representation Learning von Shi, Yucheng, Zhou, Kaixiong, Liu, Ninghao

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Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion von Gu, Hengrui, Zhou, Kaixiong, Wang, Yili, Wang, Ruobing, Wang, Xin

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COSCO: A Sharpness-Aware Training Framework for Few-shot Multivariate Time Series Classification von Barreda, Jesus, Gomez, Ashley, Puga, Ruben, Zhou, Kaixiong, Zhang, Li

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Cross-Lingual Multi-Hop Knowledge Editing -- Benchmarks, Analysis and a Simple Contrastive Learning based Approach von Khandelwal, Aditi, Singh, Harman, Gu, Hengrui, Chen, Tianlong, Zhou, Kaixiong

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Benchmark on Drug Target Interaction Modeling from a Structure Perspective von Zhang, Xinnan, Wu, Jialin, Xie, Junyi, Chen, Tianlong, Zhou, Kaixiong

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Efficient Sharpness-Aware Minimization for Molecular Graph Transformer Models von Wang, Yili, Zhou, Kaixiong, Liu, Ninghao, Wang, Ying, Wang, Xin

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Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models von Shen, Xu, Wang, Yili, Zhou, Kaixiong, Pan, Shirui, Wang, Xin

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A Survey of Graph Prompting Methods: Techniques, Applications, and Challenges von Wu, Xuansheng, Zhou, Kaixiong, Sun, Mingchen, Wang, Xin, Liu, Ninghao

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Exploring the Alignment Landscape: LLMs and Geometric Deep Models in Protein Representation von Shu, Dong, Duan, Bingbing, Guo, Kai, Zhou, Kaixiong, Tang, Jiliang, Du, Mengnan

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MolCPT: Molecule Continuous Prompt Tuning to Generalize Molecular Representation Learning von Diao, Cameron, Zhou, Kaixiong, Liu, Zirui, Huang, Xiao, Hu, Xia

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Privacy-preserving Fine-tuning of Large Language Models through Flatness von Chen, Tiejin, Da, Longchao, Zhou, Huixue, Li, Pingzhi, Zhou, Kaixiong, Chen, Tianlong, Wei, Hua

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Rethinking Independent Cross-Entropy Loss For Graph-Structured Data von Miao, Rui, Zhou, Kaixiong, Wang, Yili, Liu, Ninghao, Wang, Ying, Wang, Xin

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Differentially Private Counterfactuals via Functional Mechanism von Yang, Fan, Feng, Qizhang, Zhou, Kaixiong, Chen, Jiahao, Hu, Xia

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