Xujia Li

According to our database, Xujia Li authored at least 15 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

HeteroHub: An Applicable Data Management Framework for Heterogeneous Multi-Embodied Agent System.

Xujia Li, Xin Li, Junquan Huang, Beirong Cui, Zibin Wu, Lei Chen

CoRR, March, 2026

LakeHopper: Cross Data Lakes Column Type Annotation through Model Adaptation.

Yushi Sun, Xujia Li, Nan Tang, Quanqing Xu, Chuanhui Yang, Lei Chen

CoRR, February, 2026

BAED: A new paradigm for few-shot graph learning with explanation in the loop.

Chao Chen, Xujia Li, Dongsheng Hong, Shanshan Lin, Xiangwen Liao, Chuanyi Liu, Lei Chen

Neural Networks, 2026

Robust LLM-based Multi-Agent System with Action Negotiation and Sharing Redundancy Enhancement.

Xujia Li, Beirong Cui, Junyu Huang, Lei Chen

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

2025

Probing the "Psyche" of Large Reasoning Models: Understanding Through a Human Lens.

Yuxiang Chen, Zuohan Wu, Ziwei Wang, Xiangning Yu, Xujia Li, Linyi Yang, Mengyue Yang, Jun Wang, Lei Chen

CoRR, December, 2025

Momentum-integrated Multi-task Stock Recommendation with Converge-based Optimization.

Hao Wang, Jingshu Peng, Yanyan Shen, Xujia Li, Lei Chen

CoRR, September, 2025

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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

MSR: A Multifaceted Self-Retrieval Framework for Microscopic Cascade Prediction.

Dongsheng Hong, Chao Chen, Xujia Li, Shuhui Wang, Wen Lin, Xiangwen Liao

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

InLN: Knowledge-aware Incremental Leveling Network for Dynamic Advertising.

Xujia Li, Jingshu Peng, Lei Chen

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Graph Anomaly Detection with Domain-Agnostic Pre-Training and Few-Shot Adaptation.

Xujia Li, Lei Chen

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

Cognitive factors in nonnative phonetic learning: Impacts of inhibitory control and working memory on the benefits and costs of talker variability.

Xiaojuan Zhang, Bing Cheng, Yu Zou, Xujia Li, Yang Zhang

J. Phonetics, September, 2023

Diga: Guided Diffusion Model for Graph Recovery in Anti-Money Laundering.

Xujia Li, Yuan Li, Xueying Mo, Hebing Xiao, Yanyan Shen, Lei Chen

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2021

Mcore: Multi-Agent Collaborative Learning for Knowledge-Graph-Enhanced Recommendation.

Xujia Li, Yanyan Shen, Lei Chen

Proceedings of the IEEE International Conference on Data Mining, 2021

2019

A Revised KDD Procedure for the Modeling of Continuous Production in Powder Processing.

Kilian Vernickel, Judith Weber, Xujia Li, Julia Berg, Gunther Reinhart

Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019