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| 2024 | Spatio-Temporal Transformer Network with Physical Knowledge Distillation for Weather Forecasting. | Jing He, Junzhong Ji, Minglong Lei |
| 2024 | Frontiers of Large Language Model-Based Agentic Systems - Construction, Efficacy and Safety. | Jia He, Reshmi Ghosh, Kabir Walia, Jieqiu Chen, Tushar Dhadiwal, April Hazel, Chandra Inguva |
| 2024 | Interpretable Triplet Importance for Personalized Ranking. | Bowei He, Chen Ma |
| 2024 | A General Strategy Graph Collaborative Filtering for Recommendation Unlearning. | Yongjing Hao, Fuzhen Zhuang, Deqing Wang, Guanfeng Liu, Victor S. Sheng, Pengpeng Zhao |
| 2024 | Multi-Modal Sarcasm Detection via Graph Convolutional Network and Dynamic Network. | Jiaqi Hao, Junfeng Zhao, Zhigang Wang |
| 2024 | Enhancing CTR Prediction through Sequential Recommendation Pre-training: Introducing the SRP4CTR framework. | Ruidong Han, Qianzhong Li, He Jiang, Rui Li, Yurou Zhao, Xiang Li, Wei Lin |
| 2024 | HeckmanCD: Exploiting Selection Bias in Cognitive Diagnosis. | Dongxuan Han, Qi Liu, Siqi Lei, Shiwei Tong, Wei Huang |
| 2024 | Quantum Cognition-Inspired EEG-based Recommendation via Graph Neural Networks. | Jinkun Han, Wei Li, Yingshu Li, Zhipeng Cai |
| 2024 | The Factuality of Large Language Models in the Legal Domain. | Rajaa El Hamdani, Thomas Bonald, Fragkiskos D. Malliaros, Nils Holzenberger, Fabian M. Suchanek |
| 2024 | Fragment Allocations for Partially Replicated Databases Considering Data Modifications and Changing Workloads. | Stefan Halfpap, Rainer Schlosser |
| 2024 | Quality Prediction in Arc Welding: Leveraging Transformer Models and Discrete Representations from Vector Quantised-VAE. | Yannik Hahn, Robert F. Maack, Hasan Tercan, Tobias Meisen, Marion Purrio, Guido Buchholz, Matthias Angerhausen |
| 2024 | Planes, Trains and Automobiles: Leverage Multimodal In-Mission Signals for Shopping Journeys. | Viet Ha-Thuc, Shasha Li, Arnau Ramisa, Xinliang Zhu |
| 2024 | MSTEM: Masked Spatiotemporal Event Series Modeling for Urban Undisciplined Events Forecasting. | Zehao Gu, Shiyang Zhou, Yun Xiong, Yang Luo, Hongrun Ren, Qiang Wang, Xiaofeng Gao, Philip S. Yu |
| 2024 | RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders. | Danil Gusak, Gleb Mezentsev, Ivan V. Oseledets, Evgeny Frolov |
| 2024 | GraphScale: A Framework to Enable Machine Learning over Billion-node Graphs. | Vipul Gupta, Xin Chen, Ruoyun Huang, Fanlong Meng, Jianjun Chen, Yujun Yan |
| 2024 | Covid19-twitter: A Twitter-based Dataset for Discourse Analysis in Sentence-level Sentiment Classification. | Shashank Gupta, Mohamed Reda Bouadjenek, Antonio Robles-Kelly, Tsz-Kwan Lee, Thanh Thi Nguyen, Asef Nazari, Dhananjay R. Thiruvady |
| 2024 | Graph Local Homophily Network for Anomaly Detection. | Ronghui Guo, Minghui Zou, Sai Zhang, Xiaowang Zhang, Zhizhi Yu, Zhiyong Feng |
| 2024 | A Bayesian Multi-Armed Bandit Algorithm for Bid Shading in Online Display Advertising. | Mengzhuo Guo, Wuqi Zhang, Congde Yuan, Binfeng Jia, Guoqing Song, Hua Hua, Shuangyang Wang, Qingpeng Zhang |
| 2024 | Mitigating Cold-Start Problems in Knowledge Tracing with Large Language Models: An Attribute-aware Approach. | Yuxiang Guo, Shuanghong Shen, Qi Liu, Zhenya Huang, Linbo Zhu, Yu Su, Enhong Chen |
| 2024 | CancerKG.ORG - A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care. | Michael N. Gubanov, Anna Pyayt, Aleksandra Karolak |
| 2024 | Look Globally and Reason: Two-stage Path Reasoning over Sparse Knowledge Graphs. | Saiping Guan, Jiyao Wei, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2024 | Beyond Language Bias: Overcoming Multimodal Shortcut and Distribution Biases for Robust Visual Question Answering. | Jingliang Gu, Zhixin Li |
| 2024 | Tiled Bit Networks: Sub-Bit Neural Network Compression Through Reuse of Learnable Binary Vectors. | Matt Gorbett, Hossein Shirazi, Indrakshi Ray |
| 2024 | Demystifying Financial Texts Using Natural Language Processing. | Sohom Ghosh |