Jianxun Lian

27 papers at tracked venues · 23 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3108-5601 ↗Homepage ↗

Venues

ACL ×10 WWW ×5 SIGKDD ×4 EMNLP ×2 NAACL ×2 NeurIPS ×2 AAAI ×1 ICML ×1

Frequent coauthors

Xing Xie

×17

Hao Liao

×7

Tianfu Wang

×5

Defu Lian

×5

Mingqi Wu

×4

Yuxuan Lei

×4

Zhengyu Hu

×4

Mingyang Zhou

×4

Nicholas Jing Yuan

×4

Hui Xiong

×4

Haiming Qin

×3

Xu Huang

×3

Papers

Can AI Revise Research Papers with Human Review Feedback? An Empirical Study and Benchmark
ACL 2026 ·
Zihan Luo
,
Hong Huang
, Jianxun Lian,
Yu Chang
,
Xing Xie
,
Hai Jin
Does Theory of Mind Improvement Really Benefit Human-AI Interactions? Empirical Findings from Interactive Evaluations
ACL 2026 ·
Nanxu Gong
,
Zixin Chen
,
Haotian Li
,
Zishu Zhao
, Jianxun Lian,
Huamin Qu
,
Yanjie Fu
,
Xing Xie
Eliminating Out-of-Domain Recommendations in LLM-based Recommender Systems: A Unified View
ACL 2026 ·
Hao Liao
,
Jiwei Zhang
, Jianxun Lian,
Wensheng Lu
,
Mingqi Wu
,
Shuo Wang
,
Yong Zhang
,
Yitian Huang
,
Mingyang Zhou
,
Rui Mao
HumanLLM: Towards Personalized Understanding and Simulation of Human Nature
SIGKDD 2026 ·
Yuxuan Lei
,
Tianfu Wang
, Jianxun Lian,
Zhengyu Hu
,
Defu Lian
,
Xing Xie
Knowing-but-Doing: Diagnosing and Defending Role-Play-Driven LLMs Jailbreaks via Moral Disengagement
ACL 2026 ·
Haiming Qin
, Jianxun Lian,
Qimin Zhong
,
Mingyang Zhou
,
Hao Liao
,
Naipeng Chao
PersonaArena: Dynamic Simulation for Evaluating and Enhancing Persona-Level Role-Playing in Large Language Models
ACL 2026 ·
Wenlong Shi
, Jianxun Lian,
Mingqi Wu
,
Haiming Qin
,
Mingyang Zhou
,
Xing Xie
,
Naipeng Chao
,
Hao Liao
Reasoning-Aware AIGC Detection via Alignment and Reinforcement
ACL 2026 ·
Zhao Wang
,
Max Xiong
, Jianxun Lian,
Zhicheng Dou
CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds
NAACL 2025 ·
Lei Wang
, Jianxun Lian,
Yi Huang
,
Yanqi Dai
,
Haoxuan Li
,
Xu Chen
,
Xing Xie
,
Ji-Rong Wen
Explaining Length Bias in LLM-Based Preference Evaluations
EMNLP 2025 ·
Zhengyu Hu
,
Linxin Song
,
Jieyu Zhang
,
Zheyuan Xiao
,
Tianfu Wang
,
Zhengyu Chen
,
Nicholas Jing Yuan
, Jianxun Lian,
Kaize Ding
,
Hui Xiong
Hierarchical Reward Modeling for Fault Localization in Large Code Repositories
EMNLP 2025 ·
Jiwei Zhang
, Jianxun Lian,
Haiming Qin
,
Mingyang Zhou
,
Kezhong Lu
,
Rui Mao
,
Hao Liao
LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System
WWW 2025 ·
Tianfu Wang
,
Yi Zhan
, Jianxun Lian,
Zhengyu Hu
,
Nicholas Jing Yuan
,
Qi Zhang
,
Xing Xie
,
Hui Xiong
MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models?
ACL 2025 ·
Xixian Yong
, Jianxun Lian,
Xiaoyuan Yi
,
Xiao Zhou
,
Xing Xie
Personalized Safety in LLMs: A Benchmark and A Planning-Based Agent Approach
NeurIPS 2025 ·
Yuchen Wu
,
Edward Sun
,
Kaijie Zhu
, Jianxun Lian,
José Hernández-Orallo
,
Aylin Caliskan
,
Jindong Wang
Pretraining Context Compressor for Large Language Models with Embedding-Based Memory
ACL 2025 ·
Yuhong Dai
, Jianxun Lian,
Yitian Huang
,
Wei Zhang
,
Mingyang Zhou
,
Mingqi Wu
,
Xing Xie
,
Hao Liao
SocialCC: Interactive Evaluation for Cultural Competence in Language Agents
ACL 2025 ·
Jincenzi Wu
, Jianxun Lian,
Dingdong Wang
,
Helen M. Meng
Towards Controllable Hybrid Fairness in Graph Neural Networks
SIGKDD 2025 ·
Zihan Luo
,
Hong Huang
, Jianxun Lian,
Xiran Song
,
Hai Jin
TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System
NAACL 2025 ·
Zeyu Zhang
, Jianxun Lian,
Chen Ma
,
Yaning Qu
,
Ye Luo
,
Lei Wang
,
Rui Li
,
Xu Chen
,
Yankai Lin
,
Le Wu
,
Xing Xie
,
Ji-Rong Wen
Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study
NeurIPS 2025 ·
Zhengyu Hu
, Jianxun Lian,
Zheyuan Xiao
,
Seraphina Zhang
,
Tianfu Wang
,
Nicholas Jing Yuan
,
Xing Xie
,
Hui Xiong
A Data-Centric Multi-Objective Learning Framework for Responsible Recommendation Systems
WWW 2024 ·
Xu Huang
, Jianxun Lian,
Hao Wang
,
Hao Liao
,
Defu Lian
,
Xing Xie
Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations
AAAI 2024 ·
Lei Li
, Jianxun Lian,
Xiao Zhou
,
Xing Xie
Aligning Language Models for Versatile Text-based Item Retrieval
WWW 2024 ·
Yuxuan Lei
, Jianxun Lian,
Jing Yao
,
Mingqi Wu
,
Defu Lian
,
Xing Xie
Aligning Large Language Models for Controllable Recommendations
ACL 2024 ·
Wensheng Lu
, Jianxun Lian,
Wei Zhang
,
Guanghua Li
,
Mingyang Zhou
,
Hao Liao
,
Xing Xie
COMET: NFT Price Prediction with Wallet Profiling
SIGKDD 2024 ·
Tianfu Wang
,
Liwei Deng
,
Chao Wang
, Jianxun Lian,
Yue Yan
,
Nicholas Jing Yuan
,
Qi Zhang
,
Hui Xiong
Information Retrieval Meets Large Language Models
WWW 2024 ·
Zheng Liu
,
Yujia Zhou
,
Yutao Zhu
, Jianxun Lian,
Chaozhuo Li
,
Zhicheng Dou
,
Defu Lian
,
Jian-Yun Nie
RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems
WWW 2024 · Jianxun Lian,
Yuxuan Lei
,
Xu Huang
,
Jing Yao
,
Wei Xu
,
Xing Xie
RecExplainer: Aligning Large Language Models for Explaining Recommendation Models
SIGKDD 2024 ·
Yuxuan Lei
, Jianxun Lian,
Jing Yao
,
Xu Huang
,
Defu Lian
,
Xing Xie
The Good, The Bad, and Why: Unveiling Emotions in Generative AI
ICML 2024 ·
Cheng Li
,
Jindong Wang
,
Yixuan Zhang
,
Kaijie Zhu
,
Xinyi Wang
,
Wenxin Hou
, Jianxun Lian,
Fang Luo
,
Qiang Yang
,
Xing Xie