Xiaochong Lan

According to our database, Xiaochong Lan authored at least 20 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Enhancing Local Life Service Recommendation with Agentic Reasoning in Large Language Model.

Shiteng Cao, Xiaochong Lan, Yuwei Du, Jie Feng, Yinxing Liu, Xinlei Shi, Yong Li

CoRR, April, 2026

2025

AutoQual: An LLM Agent for Automated Discovery of Interpretable Features for Review Quality Assessment.

Xiaochong Lan, Jie Feng, Yinxing Liu, Xinlei Shi, Yong Li

CoRR, October, 2025

The Thinking Spectrum: An Empirical Study of Tunable Reasoning in LLMs through Model Merging.

Xiaochong Lan, Yu Zheng, Shiteng Cao, Yong Li

CoRR, September, 2025

Simulating Generative Social Agents via Theory-Informed Workflow Design.

Yuwei Yan, Jinghua Piao, Xiaochong Lan, Chenyang Shao, Pan Hui, Yong Li

CoRR, August, 2025

Open-Set Living Need Prediction with Large Language Models.

Xiaochong Lan, Jie Feng, Yizhou Sun, Chen Gao, Jiahuan Lei, Xinlei Shi, Hengliang Luo, Yong Li

CoRR, June, 2025

AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society.

Jinghua Piao, Yuwei Yan, Jun Zhang, Nian Li, Junbo Yan, Xiaochong Lan, Zhihong Lu, Zhiheng Zheng, Jing Yi Wang, Di Zhou, Chen Gao, Fengli Xu, Fang Zhang, Ke Rong, Jun Su, Yong Li

CoRR, February, 2025

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models.

Fengli Xu, Qianyue Hao, Zefang Zong, Jingwei Wang, Yunke Zhang, Jingyi Wang, Xiaochong Lan, Jiahui Gong, Tianjian Ouyang, Fanjin Meng, Chenyang Shao, Yuwei Yan, Qinglong Yang, Yiwen Song, Sijian Ren, Xinyuan Hu, Yu Li, Jie Feng, Chen Gao, Yong Li

CoRR, January, 2025

Toward large reasoning models: A survey of reinforced reasoning with large language models.

Fengli Xu, Qianyue Hao, Chenyang Shao, Zefang Zong, Yu Li, Jingwei Wang, Yunke Zhang, Jingyi Wang, Xiaochong Lan, Jiahui Gong, Tianjian Ouyang, Fanjin Meng, Yuwei Yan, Qinglong Yang, Yiwen Song, Sijian Ren, Xinyuan Hu, Jie Feng, Chen Gao, Yong Li

Patterns, 2025

Benchmarking and Advancing Large Language Models for Local Life Services.

Xiaochong Lan, Jie Feng, Jiahuan Lei, Xinlei Shi, Yong Li

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Depression Detection on Social Media with Large Language Models.

Xiaochong Lan, Zhiguang Han, Yiming Cheng, Li Sheng, Jie Feng, Chen Gao, Yong Li

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

AutoQual: An LLM Agent for Automated Discovery of Interpretable Features for Review Quality Assessment.

Xiaochong Lan, Jie Feng, Yinxing Liu, Xinleishi, Yong Li

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Open-Set Living Need Prediction with Large Language Models.

Xiaochong Lan, Jie Feng, Yizhou Sun, Chen Gao, Jiahuan Lei, Xinleishi, Hengliang Luo, Yong Li

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Depression Detection on Social Media with Large Language Models.

Xiaochong Lan, Yiming Cheng, Li Sheng, Chen Gao, Yong Li

CoRR, 2024

Stance Detection with Collaborative Role-Infused LLM-Based Agents.

Xiaochong Lan, Chen Gao, Depeng Jin, Yong Li

Proceedings of the Eighteenth International AAAI Conference on Web and Social Media, 2024

2023

Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives.

Chen Gao, Xiaochong Lan, Nian Li, Yuan Yuan, Jingtao Ding, Zhilun Zhou, Fengli Xu, Yong Li

CoRR, 2023

S³: Social-network Simulation System with Large Language Model-Empowered Agents.

Chen Gao, Xiaochong Lan, Zhihong Lu, Jinzhu Mao, Jinghua Piao, Huandong Wang, Depeng Jin, Yong Li

CoRR, 2023

NEON: Living Needs Prediction System in Meituan.

Xiaochong Lan, Chen Gao, Shiqi Wen, Xiuqi Chen, Yingge Che, Han Zhang, Huazhou Wei, Hengliang Luo, Yong Li

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Practitioners Versus Users: A Value-Sensitive Evaluation of Current Industrial Recommender System Design.

Zhilong Chen, Jinghua Piao, Xiaochong Lan, Hancheng Cao, Chen Gao, Zhicong Lu, Yong Li

Proc. ACM Hum. Comput. Interact., 2022

A Mixed-Methods Analysis of the Algorithm-Mediated Labor of Online Food Deliverers in China.

Zhilong Chen, Xiaochong Lan, Jinghua Piao, Yunke Zhang, Yong Li

Proc. ACM Hum. Comput. Interact., 2022

Beyond Virtual Bazaar: How Social Commerce Promotes Inclusivity for the Traditionally Underserved Community in Chinese Developing Regions.

Zhilong Chen, Hancheng Cao, Xiaochong Lan, Zhicong Lu, Yong Li

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022