| 2025 | S2Q: Teaching Language Models New Facts Through Knowledge Graph Instruction Synthesis. | Zixu Zhao, Xin Cao, Wenjie Zhang |
| 2025 | A Simple and Effective Index for Querying Large Quasi-cliques. | Bide Zhao, Huizhong Cao, Lijun Chang |
| 2025 | LHATM: LLM-Guided Hierarchy-Aware Topic Modeling Framework. | Zheng Zhang, Junping Du, Yingxia Shao, Guanhua Ye |
| 2025 | Privacy-Preserving Graph Data Deduplication for Deep Graph Learning. | Zhibo Xu, Yiming Qin, Shangqi Lai, Xiaoning Liu, Alsharif Abuadbba, Xingliang Yuan |
| 2025 | ReaCH-TGN: Contrastive Hop and Time-Aware Temporal Graph Network for Reachability Prediction. | Zhuoqing Xu, Xin Cao, Zhengyi Yang |
| 2025 | Augment to Segment: Tackling Pixel-Level Imbalance in Wheat Disease and Pest Segmentation. | Tianqi Wei, Xin Yu, Zhi Chen, Scott C. Chapman, Zi Huang |
| 2025 | Importance Sampling Facilitates Ensemble Adversarial Transferability. | Zheng Wang, Xing Xu, Pengpeng Zeng, Jingkuan Song |
| 2025 | Parameter-Efficient Wheat Disease Segmentation. | Shijie Wang, Zijian Wang, Yadan Luo, Pengfei Zhang, Xin Yu |
| 2025 | Efficient Algorithms for Multi-criteria Clique Discovery in Multilayer Graphs. | Han Wang, Renjie Sun, Yongye Li, Peilun Yang, Xijuan Liu, Ying Zhang |
| 2025 | Pursuit of Truth: Incentive Mechanism Involving Privacy Demands in Mobile Crowdsourcing. | Ping Wang, Pengpeng Qiao, Yang Cao, Tao Feng |
| 2025 | ReaKase-8B: Legal Case Retrieval via Knowledge and Reasoning Representations with LLMs. | Yanran Tang, Ruihong Qiu, Xue Li, Zi Huang |
| 2025 | XEvalAD: An Explainable Evaluation Framework for Anomaly Detection via Item Response Theory. | Saba Fathi Rabooki, Ziqi Xu, Elham Naghizade, Feng Xia |
| 2025 | Multilingual Text-to-SQL: Benchmarking the Limits of Language Models with Collaborative Language Agents. | Khanh Trinh Pham, Thu Huong Nguyen, Jun Jo, Quoc Viet Hung Nguyen, Thanh Tam Nguyen |
| 2025 | An Extensible Benchmark for Value Ambiguity Resolution in Text-to-SQL. | Minh Tam Pham, Quoc Viet Hung Nguyen, Jun Jo, Thanh Tam Nguyen |
| 2025 | Online Adaptive Rumor Blocking with Pertinence Set. | Renzhe Miao, Fangsong Xiang, Xiaoxian Liu, Xijuan Liu, Ying Zhang |
| 2025 | Computing Historical k-Core in Parallel. | Zhuo Ma, Wei Huang, Dong Wen, Hanchen Wang, Zhengyi Yang |
| 2025 | Federated Learning for Computing Power Network: A Latency Optimization Scheduling Framework Based on Deep Reinforcement Learning. | Zhonghui Ma, Junping Du, Zhe Xue, Guanhua Ye, Yingxia Shao |
| 2025 | FusionSHAP: Window Level Shapley Explanations with Semantic and Physical Fusion for STGNNs. | Shiyuan Liu, Guang Li, Cai Xu, Bo Ma, Chuanhuang Li, Ying Zhang |
| 2025 | From Exploratory Heuristics to Exact Search: Accelerating Maximum Common Subgraph Algorithms. | Buddhi W. Kothalawala, Henning Koehler, Qing Wang, Muhammad Farhan |
| 2025 | Dynamic Orchestration of Multi-agent System for Real-World Multi-image Agricultural VQA. | Yan Ke, Xin Yu, Heming Du, Scott Chapman, Helen Huang |
| 2025 | LLM-Enhanced Processing of Complex Spatial Queries. | Ruiyi Hao, Guanli Liu, Renata Borovica-Gajic |
| 2025 | The Parameterization Gap: Backtracking Multimodal NL2PSQL. | Nakshatra Gupta, Advaita Datar, Pramod Wankhade, Kaushik Joshi, Supratik Chakraborty |
| 2025 | Continual Multimodal Knowledge Graph Learning via Adaptive Replay and Topology Distillation. | Jiawei Guo, Junping Du, Meiyu Liang, Zhe Xue |
| 2025 | Advancing Spatial Keyword Queries: From Filters to Unified Vector Embeddings. | Kaan Gocmen, Guanli Liu, Renata Borovica-Gajic |
| 2025 | PPPR: Accelerating Probabilistic Reverse Top-k Queries via Clustering and Cluster-Aware Threshold Estimation. | Ngoc Anh Khoa Doan, Truc Thi Kim Bui, Trieu Minh Nhut Le, Jinli Cao |