| 2024 | Text-Attributed Graph Representation Learning: Methods, Applications, and Challenges. | Delvin Ce Zhang, Menglin Yang, Rex Ying, Hady W. Lauw |
| 2024 | Privacy-Preserving and Fairness-Aware Federated Learning for Critical Infrastructure Protection and Resilience. | Yanjun Zhang, Ruoxi Sun, Liyue Shen, Guangdong Bai, Minhui Xue, Mark Huasong Meng, Xue Li, Ryan K. L. Ko, Surya Nepal |
| 2024 | Adversarial Mask Explainer for Graph Neural Networks. | Wei Zhang, Xiaofan Li, Wolfgang Nejdl |
| 2024 | High-Frequency-aware Hierarchical Contrastive Selective Coding for Representation Learning on Text Attributed Graphs. | Peiyan Zhang, Chaozhuo Li, Liying Kang, Feiran Huang, Senzhang Wang, Xing Xie, Sunghun Kim |
| 2024 | Heterogeneous Subgraph Transformer for Fake News Detection. | Yuchen Zhang, Xiaoxiao Ma, Jia Wu, Jian Yang, Hao Fan |
| 2024 | POLISH: Adaptive Online Cross-Modal Hashing for Class Incremental Data. | Yu-Wei Zhan, Xin Luo, Zhen-Duo Chen, Yongxin Wang, Yinwei Wei, Xin-Shun Xu |
| 2024 | DirectFaaS: A Clean-Slate Network Architecture for Efficient Serverless Chain Communications. | Qingyang Zeng, Kaiyu Hou, Xue Leng, Yan Chen |
| 2024 | Scalable and Effective Generative Information Retrieval. | Hansi Zeng, Chen Luo, Bowen Jin, Sheikh Muhammad Sarwar, Tianxin Wei, Hamed Zamani |
| 2024 | Link Prediction on Multilayer Networks through Learning of Within-Layer and Across-Layer Node-Pair Structural Features and Node Embedding Similarity. | Lorenzo Zangari, Domenico Mandaglio, Andrea Tagarelli |
| 2024 | Benchmark and Neural Architecture for Conversational Entity Retrieval from a Knowledge Graph. | Mona Zamiri, Yao Qiang, Fedor Nikolaev, Dongxiao Zhu, Alexander Kotov |
| 2024 | Supervised Fine-Tuning for Unsupervised KPI Anomaly Detection for Mobile Web Systems. | Zhaoyang Yu, Shenglin Zhang, Mingze Sun, Yingke Li, Yankai Zhao, Xiaolei Hua, Lin Zhu, Xidao Wen, Dan Pei |
| 2024 | MultiGPrompt for Multi-Task Pre-Training and Prompting on Graphs. | Xingtong Yu, Chang Zhou, Yuan Fang, Xinming Zhang |
| 2024 | Robust Link Prediction over Noisy Hyper-Relational Knowledge Graphs via Active Learning. | Weijian Yu, Jie Yang, Dingqi Yang |
| 2024 | Cooperative Classification and Rationalization for Graph Generalization. | Linan Yue, Qi Liu, Ye Liu, Weibo Gao, Fangzhou Yao, Wenfeng Li |
| 2024 | A Heterogeneous Network fused with Context-aware Contrastive Learning for Sarcasm Topic-Target Pair Identification. | Minjie Yuan, Mengyu Xiang, Yuxuan Song, Qiudan Li, Jinye Fu, Daniel Dajun Zeng |
| 2024 | Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models. | Chenhan Yuan, Qianqian Xie, Jimin Huang, Sophia Ananiadou |
| 2024 | Towards Energy-efficient Federated Learning via INT8-based Training on Mobile DSPs. | Jinliang Yuan, Shangguang Wang, Hongyu Li, Daliang Xu, Yuanchun Li, Mengwei Xu, Xuanzhe Liu |
| 2024 | Dynamic Graph Information Bottleneck. | Haonan Yuan, Qingyun Sun, Xingcheng Fu, Cheng Ji, Jianxin Li |
| 2024 | A Semi-supervised Multi-channel Graph Convolutional Network for Query Classification in E-commerce. | Chunyuan Yuan, Ming Pang, Zheng Fang, Xue Jiang, Changping Peng, Zhangang Lin |
| 2024 | "Are Adversarial Phishing Webpages a Threat in Reality?" Understanding the Users' Perception of Adversarial Webpages. | Ying Yuan, Qingying Hao, Giovanni Apruzzese, Mauro Conti, Gang Wang |
| 2024 | Zero-shot Image Classification with Logic Adapter and Rule Prompt. | Dongran Yu, Xueyan Liu, Bo Yang |
| 2024 | GNNFingers: A Fingerprinting Framework for Verifying Ownerships of Graph Neural Networks. | Xiaoyu You, Youhe Jiang, Jianwei Xu, Mi Zhang, Min Yang |
| 2024 | Ensuring User-side Fairness in Dynamic Recommender Systems. | Hyunsik Yoo, Zhichen Zeng, Jian Kang, Ruizhong Qiu, David Zhou, Zhining Liu, Fei Wang, Charlie Xu, Eunice Chan, Hanghang Tong |
| 2024 | Poisoning Federated Recommender Systems with Fake Users. | Ming Yin, Yichang Xu, Minghong Fang, Neil Zhenqiang Gong |
| 2024 | AutoML for Large Capacity Modeling of Meta's Ranking Systems. | Hang Yin, Kuang-Hung Liu, Mengying Sun, Yuxin Chen, Buyun Zhang, Jiang Liu, Vivek Sehgal, Rudresh Rajnikant Panchal, Eugen Hotaj, Xi Liu, Daifeng Guo, Jamey Zhang, Zhou Wang, Shali Jiang, Huayu Li, Zhengxing Chen, Wen-Yen Chen, Jiyan Yang, Wei Wen |