| 2024 | SCREADER: Prompting Large Language Models to Interpret scRNA-seq Data. | Cong Li, Qingqing Long, Yuanchun Zhou, Meng Xiao |
| 2024 | GADIN: Generative Adversarial Denoise Imputation Network for Incomplete Data. | Dong Li, Zhicong Liu, Mingfeng Hu, Baoyan Song, Xiaohuan Shan |
| 2024 | Enhancing Entity Alignment on Probabilistic Knowledge Graphs. | Yunfei Li, Lu Chen, Chengfei Liu, Rui Zhou, Jianxin Li |
| 2024 | Periodic Prompt on Dynamic Heterogeneous Graph for Next Basket Recommendation. | Ru-Bin Li, Man-Sheng Chen, Xin-Yu Ding, Changdong Wang, Sihong Xie, Shuangyin Liu, Min Chen, Mohsen Guizani |
| 2024 | Hypergraph-Enhanced Contrastively Regularized Transformer for Multi-Behavior E-commerce Product Recommendation. | Shuiying Liao, P. Y. Mok |
| 2024 | Utilitarian Online Learning from Open-World Soft Sensing. | Heng Lian, Yu Huang, Xingquan Zhu, Yi He |
| 2024 | Contrastive Learning for Adapting Language Model to Sequential Recommendation. | Fei-Yao Liang, Wu-Dong Xi, Xing-Xing Xing, Wei Wan, Chang-Dong Wang, Min Chen, Mohsen Guizani |
| 2024 | Urban Functional Zone Delineation Aided by Vision Foundation Models. | Heng Lian, Yi He |
| 2024 | Zero-Shot Link Prediction in Knowledge Graphs with Large Language Models. | Mingchen Li, Chen Ling, Rui Zhang, Liang Zhao |
| 2024 | Dying Clusters Is All You Need - Deep Clustering With an Unknown Number of Clusters. | Collin Leiber, Niklas Strau, Matthias Schubert, Thomas Seidl |
| 2024 | Sentiment Score of Bloomberg Market Wraps with ChatGPT. | Baptiste Lefort, Eric Benhamou, Jean-Jacques Ohana, Beatrice Guez, David Saltiel |
| 2024 | Metal Price Spike Prediction via a Neurosymbolic Ensemble Approach. | Nathaniel Lee, Noel Ngu, Harshdeep Singh Sahdev, Pramod Motaganahall, Al Mehdi Saadat Chowdhury, Bowen Xi, Paulo Shakarian |
| 2024 | RecCoder: Reformulating Sequential Recommendation as Large Language Model-Based Code Completion. | Kai-Huang Lai, Wu-Dong Xi, Xing-Xing Xing, Wei Wan, Chang-Dong Wang, Min Chen, Mohsen Guizani |
| 2024 | CounterFair: Group Counterfactuals for Bias Detection, Mitigation and Subgroup Identification. | Alejandro Kuratomi, Zed Lee, Panayiotis Tsaparas, Guilherme Dinis Junior, Evaggelia Pitoura, Tony Lindgren, Panagiotis Papapetrou |
| 2024 | From Connections to Conversions: Enhanced Product Knowledge Graph Embeddings for E-commerce Recommendations. | Abhishek Kulkarni, Sumit Kumar Dutta, Sivaram Prasad Mudunuri, Kamiya Motwani, Rahul Ghosh |
| 2024 | Real-world Application Facilitating Trustworthy Human-Robot Collaboration with Innovative Explainable Neuro-symbolic Reasoning. | Rafal Kozik, Szymon Bus, Grzegorz Gawdzik, Marek Pawlicki, Aleksandra Pawlicka, Michal Choras |
| 2024 | SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning. | Rikuto Kotoge, Zheng Chen, Tasuku Kimura, Yasuko Matsubara, Takufumi Yanagisawa, Haruhiko Kishima, Yasushi Sakurai |
| 2024 | Small Language Models for Emotion Recognition in Polish Stock Market Investor Opinions. | Bartlomiej Koptyra, Marcin Oleksy, Ewa Dzieciol, Jan Kocon |
| 2024 | Classification of Recurrent Concepts with Metafeature-based Model Selection. | Joanna Komorniczak, Pawel Ksieniewicz |
| 2024 | ELiCiT: Effective and Lightweight Lossy Compression of Tensors. | Jihoon Ko, Taehyung Kwon, Jinhong Jung, Kijung Shin |
| 2024 | MoRE-LLM: Mixture of Rule Experts Guided by a Large Language Model. | Alexander Koebler, Ingo Thon, Florian Buettner |
| 2024 | Neighborhood Spatio-temporal Self-Attention for Crowd Flow Prediction. | Sohei Kodama, Shin Ando |
| 2024 | Non-stationary Imbalanced Data Stream Classification with Weighted One-Class Ensemble. | Jakub Klikowski, Michal Wozniak |
| 2024 | Customer Engagement Journey Driven Propensity Model for Home Page Composition. | Venkataramana Kini, Charlie Xu, Ravi Divvela, Unmesh Phadke, Fei Wang, Zhen Wen |
| 2024 | Foundation Models for Course Equivalency Evaluation. | Mark Kim, Arno Puder, Craig Hayward, Hui Yang |