| 2026 | AAAI | Topology-Enhanced and Label Correlation-Aware Model for Protein-Protein Interaction Prediction. | Bin Deng, Huifang Ma, Ruijia Zhang, Meihuizi Jia, Rui Bing |
| 2026 | AAAI | SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication. | Ruijia Zhang, Xinyan Zhao, Ruixiang Wang, Sigen Chen, Guibin Zhang, An Zhang, Kun Wang, Qingsong Wen |
| 2026 | ACL | LLM Agents in Law: Taxonomy, Applications, and Challenges. | Shuang Liu, Ruijia Zhang, Ruoyun Ma, Yujia Deng, Lanyi Zhu, Jiayu Li, Zelong Li, Zhibin Shen, Mengnan Du |
| 2025 | AAAI | Improved Rates of Differentially Private Nonconvex-Strongly-Concave Minimax Optimization. | Ruijia Zhang, Mingxi Lei, Meng Ding, Zihang Xiang, Jinhui Xu, Di Wang |
| 2025 | ADMA | LLM-Assisted Text Mining Framework for Cross-Cultural Health Communications: Analyzing Depression News Coverage in Chinese and American Media. | Ruijia Zhang, Chaoyuan Zuo |
| 2025 | AISTATS | Understanding Inverse Reinforcement Learning under Overparameterization: Non-Asymptotic Analysis and Global Optimality. | Ruijia Zhang, Siliang Zeng, Chenliang Li, Alfredo Garca, Mingyi Hong |
| 2025 | CSCWD | Context-Aware Enhancement and Transformer Network for Image-Text Retrieval. | Zheng Dong, Ruijia Zhang, Jianqiang Zhang, Gongpeng Song, Qin Lu |
| 2025 | CSCWD | Multimodal Knowledge Graph Completion Method Based on Integrated Modality Adversarial Training and Relation-Enhanced Attention Mechanism. | Ruijia Zhang, Zheng Dong, Jianqiang Zhang, Gongpeng Song, Qin Lu |
| 2025 | SMC | Deep Multi-Feature Hash Networks for Image-Text Retrieval. | Zheng Dong, Ruijia Zhang, Qin Lu |
| 2025 | SMC | RCIM: Relation-Driven Collaborative and Integrative Multimodal Knowledge Graph Completion. | Ruijia Zhang, Zheng Dong, Qin Lu |