| 2024 | Progressive Label Disambiguation for Partial Label Learning in Homogeneous Graphs. | Rajat Patel, Aakarsh Malhotra, Sudipta Modak, Siddharth Yerramsetty |
| 2024 | Novelty-aware Graph Traversal and Expansion for Hierarchical Reinforcement Learning. | Jongchan Park, Seungjun Oh, Yusung Kim |
| 2024 | Graph-theoretical Approach to Enhance Accuracy of Financial Fraud Detection Using Synthetic Tabular Data Generation. | Dae-Young Park |
| 2024 | Cross-contextual Sequential Optimization via Deep Reinforcement Learning for Algorithmic Trading. | Kaiming Pan, Yifan Hu, Li Han, Haoyu Sun, Dawei Cheng, Yuqi Liang |
| 2024 | Distilling Large Language Models for Text-Attributed Graph Learning. | Bo Pan, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao |
| 2024 | Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs. | Vardaan Pahuja, Weidi Luo, Yu Gu, Cheng-Hao Tu, Hong-You Chen, Tanya Y. Berger-Wolf, Charles V. Stewart, Song Gao, Wei-Lun Chao, Yu Su |
| 2024 | The Impact of External Sources on the Friedkin-Johnsen Model. | Charlotte Out, Sijing Tu, Stefan Neumann, Ahad N. Zehmakan |
| 2024 | COKE: Causal Discovery with Chronological Order and Expert Knowledge in High Proportion of Missing Manufacturing Data. | Ting-Yun Ou, Ching Chang, Wen-Chih Peng |
| 2024 | Ericsogate: Advancing Analytics and Management of Data from Diverse Sources within Ericsson Using Knowledge Graphs. | Abdelghny Orogat, Sri Lakshmi Vadlamani, Dimple Thomas, Ahmed El-Roby |
| 2024 | Adversarial Text Rewriting for Text-aware Recommender Systems. | Sejoon Oh, Gaurav Verma, Srijan Kumar |
| 2024 | Extended Japanese Commonsense Morality Dataset with Masked Token and Label Enhancement. | Takumi Ohashi, Tsubasa Nakagawa, Hitoshi Iyatomi |
| 2024 | Exploring Robustness of GNN against Universal Injection Attack from a Worst-case Perspective. | Dandan Ni, Sheng Zhang, Cong Deng, Han Liu, Gang Chen, Minhao Cheng, Hongyang Chen |
| 2024 | Towards Better Seach Query Classification with Distribution-Diverse Multi-Expert Knowledge Distillation in JD Ads Search. | Kun-Peng Ning, Ming Pang, Zheng Fang, Xue Jiang, Xi-Wei Zhao, Changping Peng, Zhangang Lin, Jinghe Hu, Jingping Shao, Li Yuan |
| 2024 | CADIF-OSN: Detecting Cloned Accounts with Missing Profile Attributes on Online Social Networks. | Dewei Ning, Yong-Feng Ge, Hua Wang, Changjun Zhou |
| 2024 | Channel-Aware Low-Rank Adaptation in Time Series Forecasting. | Tong Nie, Yuewen Mei, Guoyang Qin, Jian Sun, Wei Ma |
| 2024 | Reliable Knowledge Graph Reasoning with Uncertainty Quantification. | Bo Ni |
| 2024 | GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced Power Conversion Efficiency Prediction in Organic Photovoltaic Devices. | Thao Nguyen, Tiara Torres-Flores, Changhyun Hwang, Carl Edwards, Ying Diao, Heng Ji |
| 2024 | Cultural Commonsense Knowledge for Intercultural Dialogues. | Tuan-Phong Nguyen, Simon Razniewski, Gerhard Weikum |
| 2024 | Towards Fair Graph Anomaly Detection: Problem, Benchmark Datasets, and Evaluation. | Neng Kai Nigel Neo, Yeon-Chang Lee, Yiqiao Jin, Sang-Wook Kim, Srijan Kumar |
| 2024 | Saliency Detection in Educational Videos: Analyzing the Performance of Current Models, Identifying Limitations and Advancement Directions. | Evelyn Navarrete, Ralph Ewerth, Anett Hoppe |
| 2024 | Let Silence Speak: Enhancing Fake News Detection with Generated Comments from Large Language Models. | Qiong Nan, Qiang Sheng, Juan Cao, Beizhe Hu, Danding Wang, Jintao Li |
| 2024 | Inductive Knowledge Graph Embedding via Exploring Interaction Patterns of Relations. | Chong Mu, Lizong Zhang, Jinchuan Zhang, Qian Huang, Zhiguo Wang |
| 2024 | How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval. | Fengran Mo, Longxiang Zhao, Kaiyu Huang, Yue Dong, Degen Huang, Jian-Yun Nie |
| 2024 | LLaVA-Chef: A Multi-modal Generative Model for Food Recipes. | Fnu Mohbat, Mohammed J. Zaki |
| 2024 | Contrastive Learning on Medical Intents for Sequential Prescription Recommendation. | Arya Hadizadeh Moghaddam, Mohsen Nayebi Kerdabadi, Mei Liu, Zijun Yao |