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| 2025 | DinoCompanion: An Attachment-Theory Informed Multimodal Robot for Emotionally Responsive Child-AI Interaction. | Boyang Wang, Yuhao Song, Jinyuan Cao, Peng Yu, Hongcheng Guo, Zhoujun Li |
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| 2025 | Improving Graph Autoencoders by Hard Sample Refinement with Global Similarity. | Ge Chen, Yulan Hu, Sheng Ouyang, Cuicui Luo |
| 2025 | Understanding the Embedding Models on Hyper-relational Knowledge Graph. | Yubo Wang, Shimin Di, Zhili Wang, Haoyang Li, Fei Teng, Hao Xin, Lei Chen |
| 2025 | Rethinking Lipschitzness Data-free Backdoor Defense. | Xinyi Wang, Zhiyu Zhu, Zhibo Jin, Huaming Chen, Teng Joon Lim |
| 2025 | HUSK: A Hierarchically Structured Urban Knowledge Graph Dataset for Multi-Level Spatial Tasks. | Qiqi Wang, Guanjin Wang, Yihong Pan, Zhipeng Lin, Huijia Li, Qian Liu, Kaiqi Zhao |
| 2025 | Aggregated Gradients-based Adaptive Learning Rate Design in Federated Learning. | Wenhao Yuan, Xuehe Wang |
| 2025 | GCondenser: Benchmarking Graph Condensation. | Yilun Liu, Ruihong Qiu, Zi Huang |
| 2025 | Revisiting the Inner Product Method: Optimizing Sparse Matrix Multiplication via Set Intersection. | Zheng Hu, Boyu Yang, Weiguo Zheng |
| 2025 | Autonomous Reasoning-Retrieval for Large Language Model Based Recommendation. | Bowen Zheng, Xiaolei Wang, Enze Liu, Xi Wang, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen |
| 2025 | DeepAries: Adaptive Rebalancing Interval Selection for Enhanced Portfolio Selection. | Jinkyu Kim, Hyungjung Yi, Mogan Gim, Donghee Choi, Jaewoo Kang |
| 2025 | Geometric Heterogeneous Graph Neural Network for Protein-Ligand Binding Affinity Prediction. | Feng Huang, Yuhang Xia, Ziyan Wang, Liuqing Yang, Wen Zhang |
| 2025 | Target Item-oriented Conditional Diffusion Differential Transformer for Next-Item Prediction. | Xiaoqing Chen, Zitao Xu, Weike Pan, Zhong Ming |
| 2025 | Higher-Order Information Matters: A Representation Learning Approach for Social Bot Detection. | Min Gao, Qiang Duan, Boen Liu, Yu Xiao, Xin Wang, Yang Chen |
| 2025 | AGENTiGraph: A Multi-Agent Knowledge Graph Framework for Interactive, Domain-Specific LLM Chatbots. | Xinjie Zhao, Moritz Blum, Fan Gao, Yingjian Chen, Boming Yang, Luis Marquez-Carpintero, Monica Pina-Navarro, Yanran Fu, So Morikawa, Yusuke Iwasawa, Yutaka Matsuo, Chanjun Park, Irene Li |
| 2025 | Publicly Verifiable and Fault-Tolerant Privacy-Preserving Aggregation for Federated Learning. | Guohao Li, Qi Jiang, Lu Zhou, Li Yang |
| 2025 | Sequential Difference Maximization: Generating Adversarial Examples via Multi-Stage Optimization. | Xinlei Liu, Tao Hu, Peng Yi, Weitao Han, Jichao Xie, Baolin Li |
| 2025 | Sparse Autoencoders in Collaborative Filtering Enhanced LLM-based Recommender Systems. | Xinyu He, Jose Sepulveda, Fei Wang, Hanghang Tong |
| 2025 | DO: An Efficient Deep Reinforcement Learning Approach for Optimal Route with Collective Spatial Keywords. | Jiajia Li, Jiming Dong, Lei Li, Yu Yang, Xin Wang, Mengxuan Zhang |
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| 2025 | Hypercomplex Prompt-aware Multimodal Recommendation. | Zheyu Chen, Jinfeng Xu, Hewei Wang, Shuo Yang, Zitong Wan, Haibo Hu |
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