Lian, Jianxun

11 publications

ICLR 2026 Learning to Summarize User Information for Personalized Reinforcement Learning from Human Feedback HyunJi Nam, Yanming Wan, Mickel Liu, Peter F. Ahnn, Jianxun Lian, Natasha Jaques

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