Lian, Jianxun

10 publications

NeurIPS 2025 Personalized Safety in LLMs: A Benchmark and a Planning-Based Agent Approach Yuchen Wu, Edward Sun, Kaijie Zhu, Jianxun Lian, Jose Hernandez-Orallo, Aylin Caliskan, Jindong Wang

NeurIPS 2025 Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study Zhengyu Hu, Jianxun Lian, Zheyuan Xiao, Seraphina Zhang, Tianfu Wang, Nicholas Jing Yuan, Xing Xie, Hui Xiong

AAAI 2024 Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations Lei Li, Jianxun Lian, Xiao Zhou, Xing Xie

ICML 2024 The Good, the Bad, and Why: Unveiling Emotions in Generative AI Cheng Li, Jindong Wang, Yixuan Zhang, Kaijie Zhu, Xinyi Wang, Wenxin Hou, Jianxun Lian, Fang Luo, Qiang Yang, Xing Xie

NeurIPS 2023 Cross-Links Matter for Link Prediction: Rethinking the Debiased GNN from a Data Perspective Zihan Luo, Hong Huang, Jianxun Lian, Xiran Song, Xing Xie, Hai Jin

NeurIPS 2023 Train Once and Explain Everywhere: Pre-Training Interpretable Graph Neural Networks Jun Yin, Chaozhuo Li, Hao Yan, Jianxun Lian, Senzhang Wang

IJCAI 2019 Adaptive User Modeling with Long and Short-Term Preferences for Personalized Recommendation Zeping Yu, Jianxun Lian, Ahmad Mahmoody, Gongshen Liu, Xing Xie

IJCAI 2019 Collaborative Metric Learning with Memory Network for Multi-Relational Recommender Systems Xiao Zhou, Danyang Liu, Jianxun Lian, Xing Xie

IJCAI 2018 Towards Better Representation Learning for Personalized News Recommendation: A Multi-Channel Deep Fusion Approach Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun

AAAI 2015 Content-Based Collaborative Filtering for News Topic Recommendation Zhongqi Lu, Zhicheng Dou, Jianxun Lian, Xing Xie, Qiang Yang