| 2025 | TAGA: Text-Attributed Graph Self-Supervised Learning by Synergizing Graph and Text Mutual Transformations. | Zheng Zhang, Yuntong Hu, Bo Pan, Chen Ling, Liang Zhao |
| 2025 | Transferable Deep Clustering Model. | Zheng Zhang, Liang Zhao |
| 2025 | Audience-Aware and Self-Adaptive Multi-Interest Modeling for Sharing Rate Prediction in Affiliate Marketing. | Zhe Wang, Ziyu Guan, Yujian Cao, Yaming Yang, Rui Wang, Bin Tong, Wei Zhao, Hongbo Deng |
| 2025 | Social Relation Meets Recommendation: Augmentation and Alignment. | Lin Wang, Weisong Wang, Xuanji Xiao, Qing Li |
| 2025 | Harnessing Commonsense: LLM-Driven Knowledge Integration for Fine-Grained Sentiment Analysis. | Kai Zhang, Yupeng Han |
| 2025 | A Cost-Aware Approach for Collaborating Large Language Models and Small Language Models. | Zheng Li, Xuyun Zhang, Sheng Lu, Hua Deng, Hao Tian, Wanchun Dou |
| 2025 | Empirical Analysis on User Profile in Personalized LLMs. | Bin Wu, Zhengyan Shi, Hossein A. Rahmani, Varsha Ramineni, Emine Yilmaz |
| 2025 | CCAgent: Coordinating Collaborative Data Scaling for Operating System Agents via Web3. | Liang Chen, Haozhe Zhao, Yinzhen Huang, Yang Luo, Tsekai Lin, Weichu Xie, Ruoyu Wu, Peiyi Wang, Runxin Xu, Ming Wu, Baobao Chang |
| 2025 | FinS-Pilot: A Benchmark for Online Financial RAG System. | Feng Wang, Yiding Sun, Jiaxin Mao, Xue Wei, Danqing Xu |
| 2025 | Force Matching with Relativistic Constraints: A Physics-Inspired Approach to Stable and Efficient Generative Modeling. | Yang Cao, Bo Chen, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Mingda Wan |
| 2025 | Variety Is the Spice of Life: Detecting Misinformation with Dynamic Environmental Representations. | Bing Wang, Ximing Li, Yiming Wang, Changchun Li, Jiaxu Cui, Renchu Guan, Bo Yang |
| 2025 | TCPN: Temporal Pyramidal Recurrent Network with Contrastive Learning for Temporal Knowledge Graph Reasoning. | Liu Yang, Zixuan Luo, Tingxuan Chen, Zidong Wang, Limin Liu |
| 2025 | MHSNet: An MoE-based Hierarchical Semantic Representation Network for Accurate Duplicate Resume Detection with Large Language Model. | Yu Li, Zulong Chen, Wenjian Xu, Hong Wen, Yipeng Yu, Man Lung Yiu, Yuyu Yin |
| 2025 | Reliable and Efficient Container Orchestration of LLMs via MCP. | Han Xu, Xingyuan Wang, Shihao Ji |
| 2025 | Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark. | Xiaopeng Li, Jingtong Gao, Pengyue Jia, Xiangyu Zhao, Yichao Wang, Wanyu Wang, Yejing Wang, Yuhao Wang, Huifeng Guo, Ruiming Tang |
| 2025 | AutoRuleSQL: Hybrid Text-to-SQL via Rule-Driven Fast Paths and LLM Bootstrapping. | Han Xu, Yang Li, Yanhai Xiong, Robert Mintern, Amir Louka, Haipeng Chen |
| 2025 | TalkDep: Clinically Grounded LLM Personas for Conversation-Centric Depression Screening. | Xi Wang, Anxo Prez, Javier Parapar, Fabio Crestani |
| 2025 | To Know What User Concerns: Conceptual Knowledge Reasoning for User Satisfaction Estimation in E-Commerce Dialogue Systems. | Li Lin, Yaochang Liu, Kaiwen Xia, Shuai Wang |
| 2025 | Calibrated and Diverse News Coverage. | Tianyi Zhou, Stefan Neumann, Kiran Garimella, Aristides Gionis |
| 2025 | Dual Context-Aware Negative Sampling Strategy for Graph-based Collaborative Filtering. | Xi Wu, Wenzhe Zhang, Liangwei Yang, Xiaohan Fang, Jiquan Peng, Jibing Gong |
| 2025 | Learning to Comparison-Shop. | Jie Tang, Daochen Zha, Xin Liu, Huiji Gao, Liwei He, Stephanie Moyerman, Sanjeev Katariya |
| 2025 | STA-GANN: A Valid and Generalizable Spatio-Temporal Kriging Approach. | Yujie Li, Zezhi Shao, Chengqing Yu, Tangwen Qian, Zhao Zhang, Yifan Du, Shaoming He, Fei Wang, Yongjun Xu |
| 2025 | Fine-Grained Graph Rationalization. | Zhe Xu, Menghai Pan, Yuzhong Chen, Huiyuan Chen, Yuchen Yan, Mahashweta Das, Hanghang Tong |
| 2025 | TransAct V2: Lifelong User Action Sequence Modeling on Pinterest Recommendation. | Xue Xia, Saurabh Vishwas Joshi, Kousik Rajesh, Kangnan Li, Yangyi Lu, Nikil Pancha, Dhruvil Deven Badani, Jiajing Xu, Pong Eksombatchai |
| 2025 | GSTBench: A Benchmark Study on the Transferability of Graph Self-Supervised Learning. | Yu Song, Zhigang Hua, Yan Xie, Jingzhe Liu, Bo Long, Hui Liu |