| 2024 | Customizing Graph Neural Network for CAD Assembly Recommendation. | Fengqi Liang, Huan Zhao, Yuhan Quan, Wei Fang, Chuan Shi |
| 2024 | Harvesting Efficient On-Demand Order Pooling from Skilled Couriers: Enhancing Graph Representation Learning for Refining Real-time Many-to-One Assignments. | Yile Liang, Jiuxia Zhao, Donghui Li, Jie Feng, Chen Zhang, Xuetao Ding, Jinghua Hao, Renqing He |
| 2024 | Foundation Models for Time Series Analysis: A Tutorial and Survey. | Yuxuan Liang, Haomin Wen, Yuqi Nie, Yushan Jiang, Ming Jin, Dongjin Song, Shirui Pan, Qingsong Wen |
| 2024 | The 13th International Workshop on Urban Computing. | Yuxuan Liang, Chuishi Meng, Yanhua Li, Yu Zheng, Jieping Ye, Qiang Yang, Philip S. Yu, Ouri Wolfson |
| 2024 | Privileged Knowledge State Distillation for Reinforcement Learning-based Educational Path Recommendation. | Qingyao Li, Wei Xia, Li'ang Yin, Jiarui Jin, Yong Yu |
| 2024 | Causal Subgraph Learning for Generalizable Inductive Relation Prediction. | Mei Li, Xiaoguang Liu, Hua Ji, Shuangjia Zheng |
| 2024 | Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed Graphs. | Hao Li, Hao Jiang, Jiajun Fan, Dongsheng Ye, Liang Du |
| 2024 | RecExplainer: Aligning Large Language Models for Explaining Recommendation Models. | Yuxuan Lei, Jianxun Lian, Jing Yao, Xu Huang, Defu Lian, Xing Xie |
| 2024 | 2nd Workshop on Causal Inference and Machine Learning in Practice. | Jeong-Yoon Lee, Yifeng Wu, Totte Harinen, Jing Pan, Paul Lo, Zhenyu Zhao, Huigang Chen, Zeyu Zheng, Hasta Vanchinathan, Yingfei Wang, Roland Stevenson |
| 2024 | SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised Learning. | Jongha Lee, Sunwoo Kim, Kijung Shin |
| 2024 | Continual Collaborative Distillation for Recommender System. | Gyuseok Lee, SeongKu Kang, Wonbin Kweon, Hwanjo Yu |
| 2024 | Layer-Wise Adaptive Gradient Norm Penalizing Method for Efficient and Accurate Deep Learning. | Sunwoo Lee |
| 2024 | ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification. | Xuan-May Le, Ling Luo, Uwe Aickelin, Minh-Tuan Tran |
| 2024 | The First Workshop on AI Behavioral Science. | Himabindu Lakkaraju, Qiaozhu Mei, Chenhao Tan, Jie Tang, Yutong Xie |
| 2024 | Efficient Topology-aware Data Augmentation for High-Degree Graph Neural Networks. | Yurui Lai, Xiaoyang Lin, Renchi Yang, Hongtao Wang |
| 2024 | AutoWebGLM: A Large Language Model-based Web Navigating Agent. | Hanyu Lai, Xiao Liu, Iat Long Iong, Shuntian Yao, Yuxuan Chen, Pengbo Shen, Hao Yu, Hanchen Zhang, Xiaohan Zhang, Yuxiao Dong, Jie Tang |
| 2024 | Compact Decomposition of Irregular Tensors for Data Compression: From Sparse to Dense to High-Order Tensors. | Taehyung Kwon, Jihoon Ko, Jinhong Jung, Jun-Gi Jang, Kijung Shin |
| 2024 | Causal Machine Learning for Cost-Effective Allocation of Development Aid. | Milan Kuzmanovic, Dennis Frauen, Tobias Hatt, Stefan Feuerriegel |
| 2024 | Max-Min Diversification with Asymmetric Distances. | Iiro Kumpulainen, Florian Adriaens, Nikolaj Tatti |
| 2024 | Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Leman Go Indifferent. | Lorenz Kummer, Samir Moustafa, Sebastian Schrittwieser, Wilfried N. Gansterer, Nils M. Kriege |
| 2024 | Know, Grow, and Protect Net Worth: Using ML for Asset Protection by Preventing Overdraft Fees. | Avishek Kumar, Tyson Silver |
| 2024 | FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning. | Weirui Kuang, Bingchen Qian, Zitao Li, Daoyuan Chen, Dawei Gao, Xuchen Pan, Yuexiang Xie, Yaliang Li, Bolin Ding, Jingren Zhou |
| 2024 | LeMon: Automating Portrait Generation for Zero-Shot Story Visualization with Multi-Character Interactions. | Ziyi Kou, Shichao Pei, Xiangliang Zhang |
| 2024 | Offline Reinforcement Learning for Optimizing Production Bidding Policies. | Dmytro Korenkevych, Frank Cheng, Artsiom Balakir, Alex Nikulkov, Lingnan Gao, Zhihao Cen, Zuobing Xu, Zheqing Zhu |
| 2024 | OntoType: Ontology-Guided and Pre-Trained Language Model Assisted Fine-Grained Entity Typing. | Tanay Komarlu, Minhao Jiang, Xuan Wang, Jiawei Han |