Table of Contents

• Algorithmic Tools for Understanding the Motif Structure of NetworksTianyi Chen, Brian Matejek, Michael Mitzenmacher, Charalampos E. Tsourakakis. 3-19 [doi]
• Anonymity can Help Minority: A Novel Synthetic Data Over-Sampling Strategy on Multi-label GraphsYijun Duan, Xin Liu 0020, Adam Jatowt, Haitao Yu 0003, Steven J. Lynden, Kyoung-Sook Kim, Akiyoshi Matono. 20-36 [doi]
• Understanding the Benefits of Forgetting When Learning on Dynamic GraphsJulien Tissier, Charlotte Laclau. 37-52 [doi]
• Summarizing Labeled Multi-graphsDimitris Berberidis, Pierre J. Liang, Leman Akoglu. 53-68 [doi]
• Inferring Tie Strength in Temporal NetworksLutz Oettershagen, Athanasios L. Konstantinidis, Giuseppe F. Italiano. 69-85 [doi]
• Joint Learning of Hierarchical Community Structure and Node Representations: An Unsupervised ApproachAncy Sarah Tom, Nesreen K. Ahmed, George Karypis. 86-103 [doi]
• ProcK: Machine Learning for Knowledge-Intensive ProcessesTobias Jacobs, Jingyi Yu, Julia Gastinger, Timo Sztyler. 107-121 [doi]
• Enhance Temporal Knowledge Graph Completion via Time-Aware Attention Graph Convolutional NetworkHaoHui Wei, Hong Huang 0001, Teng Zhang, Xuanhua Shi, Hai Jin 0001. 122-137 [doi]
• Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph EmbeddingsAdrian Kochsiek, Fritz Niesel, Rainer Gemulla. 138-154 [doi]
• Multi-source Inductive Knowledge Graph TransferJunheng Hao, Lu-An Tang, Yizhou Sun, Zhengzhang Chen, Haifeng Chen, Junghwan Rhee, Zhichuan Li, Wei Wang 0010. 155-171 [doi]
• MULTIFORM: Few-Shot Knowledge Graph Completion via Multi-modal ContextsXuan Zhang, Xun Liang 0001, Xiangping Zheng, Bo Wu, Yuhui Guo. 172-187 [doi]
• RDF Knowledge Base Summarization by Inducing First-Order Horn RulesRuoyu Wang 0004, Daniel Sun 0004, Raymond K. Wong 0001. 188-204 [doi]
• A Heterogeneous Propagation Graph Model for Rumor Detection Under the Relationship Among Multiple Propagation SubtreesGuoyi Li, Jingyuan Hu, Yulei Wu, Xiaodan Zhang, Wei Zhou, Honglei Lyu. 207-223 [doi]
• DeMis: Data-Efficient Misinformation Detection Using Reinforcement LearningKornraphop Kawintiranon, Lisa Singh. 224-240 [doi]
• The Burden of Being a Bridge: Analysing Subjective Well-Being of Twitter Users During the COVID-19 PandemicNinghan Chen, Xihui Chen, Zhiqiang Zhong, Jun Pang 0001. 241-257 [doi]
• SkipCas: Information Diffusion Prediction Model Based on Skip-GramDedong Ren, Yong Liu. 258-273 [doi]
• Probing Spurious Correlations in Popular Event-Based Rumor Detection BenchmarksJiaying Wu, Bryan Hooi. 274-290 [doi]
• Self-supervised Graph Learning with Segmented Graph ChannelsHang Gao, Jiangmeng Li, Changwen Zheng. 293-308 [doi]
• TopoAttn-Nets: Topological Attention in Graph Representation LearningYuzhou Chen, Elena Sizikova, Yulia R. Gel. 309-325 [doi]
• SEA: Graph Shell Attention in Graph Neural NetworksChristian M. m. Frey, Yunpu Ma, Matthias Schubert. 326-343 [doi]
• Edge but not Least: Cross-View Graph PoolingXiaowei Zhou, Jie Yin, Ivor W. Tsang. 344-359 [doi]
• GNN Transformation Framework for Improving Efficiency and ScalabilitySeiji Maekawa, Yuya Sasaki 0001, George Fletcher 0001, Makoto Onizuka. 360-376 [doi]
• Masked Graph Auto-Encoder Constrained Graph PoolingChuang Liu, Yibing Zhan, Xueqi Ma, Dapeng Tao, Bo Du 0001, Wenbin Hu. 377-393 [doi]
• Supervised Graph Contrastive Learning for Few-Shot Node ClassificationZhen Tan, Kaize Ding, Ruocheng Guo, Huan Liu 0001. 394-411 [doi]
• A Piece-Wise Polynomial Filtering Approach for Graph Neural NetworksVijay Lingam, Manan Sharma, Chanakya Ekbote, Rahul Ragesh, Arun Iyer, Sundararajan Sellamanickam. 412-452 [doi]
• NE-WNA: A Novel Network Embedding Framework Without Neighborhood AggregationJijie Zhang, Yan Yang, Yong Liu, Meng Han. 453-468 [doi]
• Transforming PageRank into an Infinite-Depth Graph Neural NetworkAndreas Roth, Thomas Liebig. 469-484 [doi]
• Learning to Solve Minimum Cost Multicuts Efficiently Using Edge-Weighted Graph Convolutional Neural NetworksSteffen Jung 0001, Margret Keuper. 485-501 [doi]
• AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model DeploymentZhenbang Wu, Cao Xiao, Lucas M. Glass, David M. Liebovitz, Jimeng Sun 0001. 505-520 [doi]
• Hyperbolic Deep Keyphrase GenerationYuxiang Zhang 0003, Tianyu Yang, Tao Jiang, Xiaoli Li 0001, Suge Wang. 521-536 [doi]
• On the Current State of Reproducibility and Reporting of Uncertainty for Aspect-Based Sentiment AnalysisElisabeth Lebmeier, Matthias Aßenmacher, Christian Heumann. 537-552 [doi]
• An Ion Exchange Mechanism Inspired Story Ending Generator for Different CharactersXinyu Jiang, Qi Zhang 0020, Chongyang Shi, Kaiying Jiang, Liang Hu 0004, Shoujin Wang. 553-570 [doi]
• Vec2Node: Self-Training with Tensor Augmentation for Text Classification with Few LabelsSara Abdali, Subhabrata Mukherjee, Evangelos E. Papalexakis. 571-587 [doi]
• "Let's Eat Grandma": Does Punctuation Matter in Sentence Representation?Mansooreh Karami, Ahmadreza Mosallanezhad, Michelle V. Mancenido, Huan Liu 0001. 588-604 [doi]
• Contextualized Graph Embeddings for Adverse Drug Event DetectionYa Gao, Shaoxiong Ji, Tongxuan Zhang, Prayag Tiwari, Pekka Marttinen. 605-620 [doi]
• Bi-matching Mechanism to Combat Long-tail Senses of Word Sense DisambiguationJunwei Zhang, Ruifang He, Fengyu Guo. 621-637 [doi]
• FairDistillation: Mitigating Stereotyping in Language ModelsPieter Delobelle, Bettina Berendt. 638-654 [doi]
• Self-distilled Pruning of Deep Neural NetworksJames O'Neill, Sourav Dutta 0001, Haytham Assem. 655-670 [doi]
• MultiLayerET: A Unified Representation of Entities and Topics Using Multilayer GraphsJumanah Alshehri, Marija Stanojevic, Parisa Khan, Benjamin Rapp, Eduard C. Dragut, Zoran Obradovic. 671-687 [doi]
• MFDG: A Multi-Factor Dialogue Graph Model for Dialogue Intent ClassificationJinhui Pang, Huinan Xu, Shuangyong Song, Bo Zou, Xiaodong He 0001. 691-706 [doi]
• Contextual Information and Commonsense Based Prompt for Emotion Recognition in ConversationJingjie Yi, Deqing Yang, Siyu Yuan, Kaiyan Cao, Zhiyao Zhang, Yanghua Xiao. 707-723 [doi]
• Do You Know My Emotion? Emotion-Aware Strategy Recognition Towards a Persuasive Dialogue SystemWei Peng 0008, Yue Hu 0002, Luxi Xing, Yuqiang Xie, Yajing Sun. 724-739 [doi]
• Customized Conversational Recommender SystemsShuokai Li, Yongchun Zhu, Ruobing Xie, Zhenwei Tang, Zhao Zhang 0011, Fuzhen Zhuang, Qing He 0003, Hui Xiong 0001. 740-756 [doi]