| 2024 | On the Complexity of Finding Set Repairs for Data-Graphs (Abstract Reprint). | Sergio Abriola, Maria Vanina Martinez, Nina Pardal, Santiago Cifuentes, Edwin Pin Baque |
| 2024 | Optimal Graph Learning and Nuclear Norm Maximization for Deep Cross-Domain Robust Label Propagation. | Wei Wang, Hanyang Li, Ke Shi, Chao Huang, Yang Cao, Cong Wang, Xiaochun Cao |
| 2024 | Individual Causal Structure Learning from Population Data. | Wei Chen, Xiaokai Huang, Zijian Li, Ruichu Cai, Zhiyi Huang, Zhifeng Hao |
| 2024 | Safety of Multimodal Large Language Models on Images and Text. | Xin Liu, Yichen Zhu, Yunshi Lan, Chao Yang, Yu Qiao |
| 2024 | Continual Multi-View Clustering with Consistent Anchor Guidance. | Chao Zhang, Deng Xu, Xiuyi Jia, Chunlin Chen, Huaxiong Li |
| 2024 | Pre-DyGAE: Pre-training Enhanced Dynamic Graph Autoencoder for Occupational Skill Demand Forecasting. | Xi Chen, Chuan Qin, Zhigaoyuan Wang, Yihang Cheng, Chao Wang, Hengshu Zhu, Hui Xiong |
| 2024 | ADMN: Agent-Driven Modular Network for Dynamic Parameter Sharing in Cooperative Multi-Agent Reinforcement Learning. | Yang Yu, Qiyue Yin, Junge Zhang, Pei Xu, Kaiqi Huang |
| 2024 | Prompt Learning for Generalized Vehicle Routing. | Fei Liu, Xi Lin, Weiduo Liao, Zhenkun Wang, Qingfu Zhang, Xialiang Tong, Mingxuan Yuan |
| 2024 | Provable Acceleration of Nesterov's Accelerated Gradient Method over Heavy Ball Method in Training Over-Parameterized Neural Networks. | Xin Liu, Wei Tao, Wei Li, Dazhi Zhan, Jun Wang, Zhisong Pan |
| 2024 | Angluin-Style Learning of Deterministic Bchi and Co-Bchi Automata. | Yong Li, Sven Schewe, Qiyi Tang |
| 2024 | A Complete Landscape of EFX Allocations on Graphs: Goods, Chores and Mixed Manna. | Yu Zhou, Tianze Wei, Minming Li, Bo Li |
| 2024 | Explore Internal and External Similarity for Single Image Deraining with Graph Neural Networks. | Cong Wang, Wei Wang, Chengjin Yu, Jie Mu |
| 2024 | Continual Multimodal Knowledge Graph Construction. | Xiang Chen, Jingtian Zhang, Xiaohan Wang, Ningyu Zhang, Tongtong Wu, Yuxiang Wang, Yongheng Wang, Huajun Chen |
| 2024 | FactCHD: Benchmarking Fact-Conflicting Hallucination Detection. | Xiang Chen, Duanzheng Song, Honghao Gui, Chenxi Wang, Ningyu Zhang, Yong Jiang, Fei Huang, Chengfei Lyu, Dan Zhang, Huajun Chen |
| 2024 | Hypergraph Self-supervised Learning with Sampling-efficient Signals. | Fan Li, Xiaoyang Wang, Dawei Cheng, Wenjie Zhang, Ying Zhang, Xuemin Lin |
| 2024 | Paintings and Drawings Aesthetics Assessment with Rich Attributes for Various Artistic Categories. | Xin Jin, Qianqian Qiao, Yi Lu, Huaye Wang, Shan Gao, Heng Huang, Guangdong Li |
| 2024 | Budget Feasible Mechanisms: A Survey. | Xiang Liu, Hau Chan, Minming Li, Weiwei Wu |
| 2024 | Denoising-Aware Contrastive Learning for Noisy Time Series. | Shuang Zhou, Daochen Zha, Xiao Shen, Xiao Huang, Rui Zhang, Korris Fu-Lai Chung |
| 2024 | Vulnerabilities of Single-Round Incentive Compatibility in Auto-bidding: Theory and Evidence from ROI-Constrained Online Advertising Markets. | Juncheng Li, Pingzhong Tang |
| 2024 | Vertical Symbolic Regression via Deep Policy Gradient. | Nan Jiang, Md. Nasim, Yexiang Xue |
| 2024 | CONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise Detection. | Qin Zhang, Jiexin Lu, Xiaowei Li, Huisi Wu, Shirui Pan, Junyang Chen |
| 2024 | OSIC: A New One-Stage Image Captioner Coined. | Bo Wang, Zhao Zhang, Mingbo Zhao, Xiaojie Jin, Mingliang Xu, Meng Wang |
| 2024 | Detecting Change Intervalswith Isolation Distributional Kernel (Abstract Reprint). | Yang Cao, Ye Zhu, Kai Ming Ting, Flora D. Salim, Hong Xian Li, Luxing Yang, Gang Li |
| 2024 | Efficient Federated Multi-View Clustering with Integrated Matrix Factorization and K-Means. | Wei Feng, Zhenwei Wu, Qianqian Wang, Bo Dong, Zhiqiang Tao, Quanxue Gao |
| 2024 | Federated Multi-View Clustering via Tensor Factorization. | Wei Feng, Zhenwei Wu, Qianqian Wang, Bo Dong, Zhiqiang Tao, Quanxue Gao |