"I Think You'll Like It": Modelling the Online Purchase Behavior in Social E-commerce. - Fengli Xu; Zhenyu Han; Jinghua Piao; Yong Li 008 (Proc. ACM Hum. Comput. Interact., 2019)

A Large-Scale Mixed-Methods Analysis of Live Streaming Based Remote Education Experience in Chinese Colleges During the COVID-19 Pandemic. - Zhilong Chen; Hancheng Cao; Yuting Deng; Xuan Gao; Jinghua Piao; Fengli Xu; Yu Zhang 083; Yong Li 008 (CoRR, 2020)

Learning from Home: A Mixed-Methods Analysis of Live Streaming Based Remote Education Experience in Chinese Colleges during the COVID-19 Pandemic. - Zhilong Chen; Hancheng Cao; Yuting Deng; Xuan Gao; Jinghua Piao; Fengli Xu; Yu Zhang 083; Yong Li 008 (CHI, 2021)

Predicting Customer Value with Social Relationships via Motif-based Graph Attention Networks. - Jinghua Piao; Guozhen Zhang; Fengli Xu; Zhilong Chen; Yong Li 008 (WWW, 2021)

Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions. - Chen Gao 001; Yu Zheng 010; Nian Li; Yinfeng Li; Yingrong Qin; Jinghua Piao; Yuhan Quan; Jianxin Chang; Depeng Jin; Xiangnan He 001; Yong Li 008 (CoRR, 2021)

Bringing Friends into the Loop of Recommender Systems: An Exploratory Study. - Jinghua Piao; Guozhen Zhang; Fengli Xu; Zhilong Chen; Yu Zheng 010; Chen Gao 001; Yong Li 008 (Proc. ACM Hum. Comput. Interact., 2021)

An Exploratory Study of Information Cocoon on Short-form Video Platform. - Nian Li; Chen Gao 001; Jinghua Piao; Xin Huang; Aizhen Yue; Liang Zhou; Qingmin Liao; Yong Li 008 (CIKM, 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 008 (Proc. ACM Hum. Comput. Interact., 2022)

Practitioners Versus Users: A Value-Sensitive Evaluation of Current Industrial Recommender System Design. - Zhilong Chen; Jinghua Piao; Xiaochong Lan; Hancheng Cao; Chen Gao 001; Zhicong Lu; Yong Li 008 (Proc. ACM Hum. Comput. Interact., 2022)

S3: Social-network Simulation System with Large Language Model-Empowered Agents. - Chen Gao 001; Xiaochong Lan; Zhihong Lu; Jinzhu Mao; Jinghua Piao; Huandong Wang; Depeng Jin; Yong Li 008 (CoRR, 2023)

A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions. - Chen Gao 001; Yu Zheng 010; Nian Li; Yinfeng Li; Yingrong Qin; Jinghua Piao; Yuhan Quan; Jianxin Chang; Depeng Jin; Xiangnan He 001; Yong Li 008 (Trans. Recomm. Syst., 2023)

Human-AI adaptive dynamics drives the emergence of information cocoons. - Jinghua Piao; Jiazhen Liu; Fang Zhang; Jun Su; Yong Li 008 (Nat. Mac. Intell., 2023)

Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space. - Ruikun Li 002; Huandong Wang; Jinghua Piao; Qingmin Liao; Yong Li 008 (KDD, 2024)

Artificial Intelligence for Complex Network: Potential, Methodology and Application. - Jingtao Ding; Chang Liu 092; Yu Zheng 010; Yunke Zhang; Zihan Yu; Ruikun Li 002; Hongyi Chen; Jinghua Piao; Huandong Wang; Jiazhen Liu; Yong Li 008 (CoRR, 2024)

Shorter Is Different: Characterizing the Dynamics of Short-Form Video Platforms. - Zhilong Chen; Peijie Liu; Jinghua Piao; Fengli Xu; Yong Li 008 (CoRR, 2024)

Can't Stop Scrolling: Understanding the Online Behavioral Factors and Trends of Short-Video Addiction. - Jing Yi Wang; Nicholas Sukiennik; Jinghua Piao; Zhiqiang Pan; Chen Gao 001; Yong Li 008 (ICWSM, 2025)

Bi-Dynamic Graph ODE for Opinion Evolution. - Bowen Duan; Henggang Deng; Jinghua Piao; Huandong Wang; Yue Wang 007 (KDD (1), 2025)

Social Bots Meet Large Language Model: Political Bias and Social Learning Inspired Mitigation Strategies. - Jinghua Piao; Zhihong Lu; Chen Gao 001; Yong Li 008 (WWW, 2025)

Emergence of human-like polarization among large language model agents. - Jinghua Piao; Zhihong Lu; Chen Gao 001; Fengli Xu; Fernando P. Santos; Yong Li 008; James Evans (CoRR, 2025)

A Survey on Responsible LLMs: Inherent Risk, Malicious Use, and Mitigation Strategy. - Huandong Wang; Wenjie Fu 005; Yingzhou Tang; Zhilong Chen; Yuxi Huang 007; Jinghua Piao; Chen Gao 001; Fengli Xu; Tao Jiang 002; Yong Li 008 (CoRR, 2025)

AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society. - Jinghua Piao; Yuwei Yan; Jun Zhang 087; Nian Li; Junbo Yan; Xiaochong Lan; Zhihong Lu; Zhiheng Zheng; Jing Yi Wang; Di Zhou; Chen Gao 001; Fengli Xu; et al. (CoRR, 2025)

Predicting Cascade Failures in Interdependent Urban Infrastructure Networks. - Yinzhou Tang; Jinghua Piao; Huandong Wang; Shaw Rajib; Yong Li 008 (CoRR, 2025)

MSA-Net: A Multi-Scale Information Diffusion Model Awaring User Activity Level. - Yinzhou Tang; Jinghua Piao; Huandong Wang; Yue Wang 007; Yong Li 008 (ACM Trans. Web, 2025)

Exploring Large Language Model Agents for Piloting Social Experiments. - Jinghua Piao; Yuwei Yan; Nian Li; Jun Zhang; Yong Li (CoRR, 2025)

Simulating Generative Social Agents via Theory-Informed Workflow Design. - Yuwei Yan; Jinghua Piao; Xiaochong Lan; Chenyang Shao; Pan Hui 001; Yong Li 008 (CoRR, 2025)

The Roots of International Perceptions: Simulating US Attitude Changes Towards China with LLM Agents. - Nicholas Sukiennik; Yichuan Xu; Yuqing Kan; Jinghua Piao; Yuwei Yan; Chen Gao 001; Yong Li 008 (CoRR, 2025)