Jianxun Lian
18 papers · 2018–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (39) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(13)
π§¬
Topic Evolution
β‘
Prolific Year Β· Productive
β
The Questioner
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(96)
Top co-authors
Research topics
Artificial Intelligence
(11)
Machine Learning
(11)
Core AI
(10)
Natural Language Processing
(8)
Core Methods
(8)
Deep Learning
(7)
Application Areas
(6)
Resources & Methods
(5)
Learning Types Β· Deep Learning
(4)
Data Science & Analytics
(3)
Applications Β· Data Science & Analytics
(3)
Architectures
(3)
Learning Types Β· Machine Learning
(3)
Applications Β· Natural Language Processing
(2)
Generation
(2)
Keywords
large language model
(6)
representation learning
(3)
recommender system
(3)
attention mechanism
(2)
collaborative filtering
(2)
user modeling
(2)
news recommendation
(2)
pre-trained language model
(2)
graph neural network
(2)
benchmark evaluation
(2)
reward modeling
(1)
knowledge distillation
(1)
in-context learning
(1)
entity linking
(1)
metric learning
(1)
reinforcement learning
(1)
efficient inference
(1)
self-supervised learning
(1)
llm evaluation
(1)
instruction following
(1)
Papers
CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds
NAACL 2025
Explaining Length Bias in LLM-Based Preference Evaluations
EMNLP 2025
Hierarchical Reward Modeling for Fault Localization in Large Code Repositories
EMNLP 2025
MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models?
ACL 2025
Pretraining Context Compressor for Large Language Models with Embedding-Based Memory
ACL 2025
SocialCC: Interactive Evaluation for Cultural Competence in Language Agents
ACL 2025
TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System
NAACL 2025
Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations
AAAI 2024
Aligning Large Language Models for Controllable Recommendations
ACL 2024
The Good, The Bad, and Why: Unveiling Emotions in Generative AI
ICML 2024
Cross-links Matter for Link Prediction: Rethinking the Debiased GNN from a Data Perspective
NeurIPS 2023
Towards Better Entity Linking with Multi-View Enhanced Distillation
ACL 2023
Train Once and Explain Everywhere: Pre-training Interpretable Graph Neural Networks
NeurIPS 2023
MIND: A Large-scale Dataset for News Recommendation
ACL 2020
PTUM: Pre-training User Model from Unlabeled User Behaviors via Self-supervision
EMNLP 2020
Adaptive User Modeling with Long and Short-Term Preferences for Personalized Recommendation
IJCAI 2019
Collaborative Metric Learning with Memory Network for Multi-Relational Recommender Systems
IJCAI 2019
Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach
IJCAI 2018