| 2026 | KDD | Robust LLM-based Multi-Agent System with Action Negotiation and Sharing Redundancy Enhancement. | Xujia Li, Beirong Cui, Junyu Huang, Lei Chen |
| 2025 | AAAI | MSR: A Multifaceted Self-Retrieval Framework for Microscopic Cascade Prediction. | Dongsheng Hong, Chao Chen, Xujia Li, Shuhui Wang, Wen Lin, Xiangwen Liao |
| 2025 | EMNLP | Automate Strategy Finding with LLM in Quant Investment. | Zhizhuo Kou, Holam Yu, Junyu Luo, Jingshu Peng, Xujia Li, Chengzhong Liu, Juntao Dai, Lei Chen, Sirui Han, Yike Guo |
| 2025 | ICLR | N-ForGOT: Towards Not-forgetting and Generalization of Open Temporal Graph Learning. | Liping Wang, Xujia Li, Jingshu Peng, Yue Wang, Chen Zhang, Yan Zhou, Lei Chen |
| 2024 | ICDE | Graph Anomaly Detection with Domain-Agnostic Pre-Training and Few-Shot Adaptation. | Xujia Li, Lei Chen |
| 2024 | KDD | InLN: Knowledge-aware Incremental Leveling Network for Dynamic Advertising. | Xujia Li, Jingshu Peng, Lei Chen |
| 2023 | KDD | Diga: Guided Diffusion Model for Graph Recovery in Anti-Money Laundering. | Xujia Li, Yuan Li, Xueying Mo, Hebing Xiao, Yanyan Shen, Lei Chen |
| 2021 | ICDM | Mcore: Multi-Agent Collaborative Learning for Knowledge-Graph-Enhanced Recommendation. | Xujia Li, Yanyan Shen, Lei Chen |