| 2024 | Dataset Generation for Korean Urban Parks Analysis with Large Language Models. | Honggu Kim, Minwoo Kang, Hyeyoung Choi, Yun-Gyung Cheong |
| 2024 | Intricate Object Detection in Self Driving Environments with Edge-Adaptive Depth Estimation(EADE). | SuBi Kim, Jieun Kang, Yongik Yoon |
| 2024 | MARS: Matching Attribute-aware Representations for Text-based Sequential Recommendation. | Hyunsoo Kim, Junyoung Kim, Minjin Choi, Sunkyung Lee, Jongwuk Lee |
| 2024 | Flexi-clique: Exploring Flexible and Sub-linear Clique Structures. | Song Kim, Junghoon Kim, Susik Yoon, Jungeun Kim |
| 2024 | XCapsUTL: Cross-domain Unsupervised Transfer Learning Framework using a Capsule Neural Network. | Naman Khetan, Sanyog Dewani, Gokul Swamy, Vikalp Gajbhiye |
| 2024 | DirDense: A Tool for Mining Dense Subgraphs from a Big Directed Graph. | Jalal Khalil, Akhlaque Ahmad, Da Yan, Lyuheng Yuan, Saugat Adhikari, Yang Zhou, Zhe Jiang |
| 2024 | CXSimulator: A User Behavior Simulation using LLM Embeddings for Web-Marketing Campaign Assessment. | Akira Kasuga, Ryo Yonetani |
| 2024 | Introducing CausalBench: A Flexible Benchmark Framework for Causal Analysis and Machine Learning. | Ahmet Kapki, Pratanu Mandal, Shu Wan, Paras Sheth, Abhinav Gorantla, Yoonhyuk Choi, Huan Liu, K. Seluk Candan |
| 2024 | HiQuE: Hierarchical Question Embedding Network for Multimodal Depression Detection. | Juho Jung, Chaewon Kang, Jeewoo Yoon, Seungbae Kim, Jinyoung Han |
| 2024 | REAPER: Reasoning based Retrieval Planning for Complex RAG Systems. | Ashutosh Joshi, Sheikh Muhammad Sarwar, Samarth Varshney, Sreyashi Nag, Shrivats Agrawal, Juhi Naik |
| 2024 | Covariate Ordered Systematic Sampling as an Improvement to Randomized Controlled Trials. | Deddy Jobson, Yilin Li, Naoki Nishimura, Koya Ohashi, Jie Yang, Takeshi Matsumoto |
| 2024 | Pareto-based Multi-Objective Recommender System with Forgetting Curve. | Jipeng Jin, Zhaoxiang Zhang, Zhiheng Li, Xiaofeng Gao, Xiongwen Yang, Lei Xiao, Jie Jiang |
| 2024 | Automated Contrastive Learning Strategy Search for Time Series. | Baoyu Jing, Yansen Wang, Guoxin Sui, Jing Hong, Jingrui He, Yuqing Yang, Dongsheng Li, Kan Ren |
| 2024 | Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation. | Baoyu Jing, Dawei Zhou, Kan Ren, Carl Yang |
| 2024 | CNN to GNN: Unsupervised Multi-level Knowledge Learning. | Ziheng Jiao, Hongyuan Zhang, Xuelong Li |
| 2024 | A Multi-Node Multi-GPU Distributed GNN Training Framework for Large-Scale Online Advertising. | Xuewu Jiao, Xinsheng Luo, Miao Li, Jiang Bian, Junchao Yang, Wei Hu, Mingqing Hu, Weipeng Lu, Shikun Feng, Danlei Feng, Dongxu Yang, Haoyi Xiong, Shuanglong Li, Lin Liu |
| 2024 | Deep Uncertainty-Based Explore for Index Construction and Retrieval in Recommendation System. | Xin Jiang, Kaiqiang Wang, Yinlong Wang, Fengchang Lv, Taiyang Peng, Shuai Yang, Xianteng Wu, Pengye Zhang, Shuo Yuan, Yifan Zeng |
| 2024 | Tackling Noisy Clients in Federated Learning with End-to-end Label Correction. | Xuefeng Jiang, Sheng Sun, Jia Li, Jingjing Xue, Runhan Li, Zhiyuan Wu, Gang Xu, Yuwei Wang, Min Liu |
| 2024 | Physics-guided Active Sample Reweighting for Urban Flow Prediction. | Wei Jiang, Tong Chen, Guanhua Ye, Wentao Zhang, Lizhen Cui, Zi Huang, Hongzhi Yin |
| 2024 | GameTrail: Probabilistic Lifecycle Process Model for Deep Game Understanding. | Shanyang Jiang, Lan Zhang, Hui Xu, Jiahui Huang, Qi He, Xing Zhou, Lei Huang, Jie Jiang |
| 2024 | GraphVAE: Unveiling Dynamic Stock Relationships with Variational Autoencoder-based Factor Modeling. | Yulong Jia, Guanxing Li, Ganlong Zhao, Xiangru Lin, Guanbin Li |
| 2024 | Calibration-Disentangled Learning and Relevance-Prioritized Reranking for Calibrated Sequential Recommendation. | Hyunsik Jeon, Se-eun Yoon, Julian J. McAuley |
| 2024 | HiLite: Hierarchical Level-implemented Architecture Attaining Part-Whole Interpretability. | Yoo Hyun Jeong, Sunghyun Hwang, Dong-Kyu Chae |
| 2024 | Evaluating Social Media Reach via Mainstream Media Discourse. | Himarsha R. Jayanetti |
| 2024 | Fast and Accurate PARAFAC2 Decomposition for Time Range Queries on Irregular Tensors. | Jun-Gi Jang, Yong-chan Park, U Kang |