| 2025 | Depth-Adaptive Graph Neural Networks via Learnable Bakry-mery Curvature. | Asela Hevapathige, Ahad N. Zehmakan, Qing Wang |
| 2025 | UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs. | Yufei He, Yuan Sui, Xiaoxin He, Bryan Hooi |
| 2025 | Explaining GNN Explanations with Edge Gradients. | Jesse He, Akbar Rafiey, Gal Mishne, Yusu Wang |
| 2025 | Hyperbolic Deep Learning for Foundation Models: A Survey. | Neil He, Hiren Madhu, Ngoc Bui, Menglin Yang, Rex Ying |
| 2025 | LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation. | Yingzhi He, Xiaohao Liu, An Zhang, Yunshan Ma, Tat-Seng Chua |
| 2025 | Boosting Bot Detection via Heterophily-Aware Representation Learning and Prototype-Guided Cluster Discovery. | Buyun He, Xiaorui Jiang, Qi Wu, Hao Liu, Yingguang Yang, Yong Liao |
| 2025 | Enhancing Learned Knowledge in LoRA Adapters Through Efficient Contrastive Decoding on Ascend NPUs. | Morgan Lindsay Heisler, Linzi Xing, Ge Shi, Hanieh Sadri, Gursimran Singh, Weiwei Zhang, Tao Ye, Ying Xiong, Yong Zhang, Zhenan Fan |
| 2025 | Cognify: Supercharging Gen-AI Workflows With Hierarchical Autotuning. | Zijian He, Reyna Abhyankar, Vikranth Srivatsa, Yiying Zhang |
| 2025 | Evidential Prototype Learning for Semi-supervised Medical Image Segmentation. | Yuanpeng He, Lijian Li, Tianxiang Zhan, Chi-Man Pun, Wenpin Jiao, Zhi Jin |
| 2025 | Lorentzian Residual Neural Networks. | Neil He, Menglin Yang, Rex Ying |
| 2025 | Collaborative Filtering Meets Spectrum Shift: Connecting User-Item Interaction with Graph-Structured Side Information. | Yunhang He, Cong Xu, Jun Wang, Wei Zhang |
| 2025 | Practical Contextual Bandits for Large-Scale Structured Discrete Constrained Optimization Problems. | Pavithra Harsha, Chitra Subramanian, Naoki Abe, Shivaram Subramanian, Amadou Ba, Kevin Arturo Fernndez Romn, Mauricio Longinos Garrido, Chandrasekhar Narayanaswami |
| 2025 | SGD-DyG: Self-Reliant Global Dependency Apprehending on Dynamic Graphs. | Minglian Han, Ling Wang, Ye Yuan, Xin Luo |
| 2025 | Controlling Diversity at Inference: Guiding Diffusion Recommender Models with Targeted Category Preferences. | Gwangseok Han, Wonbin Kweon, Minsoo Kim, Hwanjo Yu |
| 2025 | SIGEM: A Simple yet Effective Similarity based Graph Embedding Method. | Masoud Reyhani Hamedani, Jeong-Seok Oh, Seong-Un Cho, Sang-Wook Kim |
| 2025 | Persona Identification in E-Commerce with Scarce Labels and In-Context Graph Learning. | Anjali Gupta, Prashant Kumar, Aniket Mishra, Abhishek Singh, Surender Kumar, Muthusamy Chelliah, Abhijnan Chakraborty, Sayan Ranu |
| 2025 | Efficient Multi-Expert Tabular Language Model for Banking. | Yue Guo, Wentao Zhang, Xiaojun Zhang, Vincent W. Zheng, Yi Yang |
| 2025 | Improving Subgraph Matching by Combining Algorithms and Graph Neural Networks. | Shuyang Guo, Wenjin Xie, Ping Lu, Ting Deng, Richong Zhang, Jianxin Li, Xiangping Huang, Zhongyi Liu |
| 2025 | FEZE: Alignment-Flexible Zero-Shot Vertical Federated Learning. | Wei Guo, Yiqi Tong, Yiyang Duan, Fuzhen Zhuang, Xiao Zhang, Zhaojun Hu, Jin Dong |
| 2025 | S3GA: Towards Scalable Self-Supervised Learning for Large Scale Graph Alignment. | Wenqi Guo, Shikui Tu, Lei Xu |
| 2025 | IdeaBench: Benchmarking Large Language Models for Research Idea Generation. | Sikun Guo, Amir Hassan Shariatmadari, Guangzhi Xiong, Albert Huang, Myles Kim, Corey M. Williams, Stefan Bekiranov, Aidong Zhang |
| 2025 | Enhancing Text-Based Hierarchical Multilabel Classification for Mobile Applications via Contrastive Learning. | Jiawei Guo, Yang Xiao, Weipeng Huang, Guangyuan Piao |
| 2025 | GRASP: Differentially Private Graph Reconstruction Defense with Structured Perturbation. | Zhiyu Guo, Yang Liu, Xiang Ao, Qing He |
| 2025 | Revisiting Cognition in Neural Cognitive Diagnosis. | Hengnian Gu, Guoqian Luo, Xiaoxiao Dong, Shulin Li, Dongdai Zhou |
| 2025 | LaTCoder: Converting Webpage Design to Code with Layout-as-Thought. | Yi Gui, Zhen Li, Zhongyi Zhang, Guohao Wang, Tianpeng Lv, Gaoyang Jiang, Yi Liu, Dongping Chen, Yao Wan, Hongyu Zhang, Wenbin Jiang, Xuanhua Shi, Hai Jin |