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Jianxun Lian — most-cited papers & profile · Similarity Search
← authors
·
overview
Jianxun Lian
19
papers ·
89
citations ·
23
h-index
Microsoft Research Asia (China) · MSCI (China)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Collaborative Metric Learning with Memory Network for Multi-Relational Recommender Systems
2019 · 30 citations
Distillation from Heterogeneous Models for Top-K Recommendation
2023 · 24 citations
Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations
2023 · 11 citations
Aligning Large Language Models for Controllable Recommendations
2024 · 6 citations
Multi-Interest-Aware User Modeling for Large-Scale Sequential Recommendations
2021 · 4 citations
A Novel User Representation Paradigm for Making Personalized Candidate Retrieval
2019 · 3 citations
ConvFormer: Revisiting Transformer for Sequential User Modeling
2023 · 3 citations
Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations
2024 · 3 citations
Show Me the Whole World: Towards Entire Item Space Exploration for Interactive Personalized Recommendations
2021 · 2 citations
RecExplainer: Aligning Large Language Models for Explaining Recommendation Models
2023 · 2 citations
Personalized Safety in LLMs: A Benchmark and A Planning-Based Agent Approach
2025 · 1 citations
SocialCoach: Personalized Social Skill Learning with RL-based Agentic Tutoring and Practice
2026
Why not Collaborative Filtering in Dual View? Bridging Sparse and Dense Models
2026
Learning to summarize user information for personalized reinforcement learning from human feedback
2025
Learning to summarize user information for personalized reinforcement learning from human feedback
2025
Top co-authors
Akshay Soni
· 1
Bowen Jin
· 1
Defu Lian
· 1
Eun Yong Kang
· 1
Guangzhong Sun
· 1
Junhan Yang
· 1
Xing Xie
· 1
Yajun Wang
· 1
Zheng Liu
· 1
Topics
cs.IR
cs.AI
In-Context Learning
Evaluation
Safety & Alignment
Reinforcement Learning
cs.LG
Multi-Agent
Tool Use
Agentic