How "Task-Individual Fit" Influences User Contribution Behaviors in Citizen Science. - Jiayan Guo; Jian Tang 009; Xinxue Zhou; Jing Li (ICCSE, 2019)

"Ask Everyone?" Understanding How Social Q&A Feedback Quality Influences Consumers' Purchase Intentions. - Jiayi Liang; Jiayan Guo; Ziqi Liu; Jian Tang (WHICEB, 2019)

Investigating Influencing Factors for Public Service Capacities of Digital Government. - Jiayan Guo; Yanlin Ma; Jian Tang 009 (ICCSE, 2021)

Modeling Multi-granularity User Intent Evolving via Heterogeneous Graph Neural Networks for Session-based Recommendation. - Jiayan Guo; Yaming Yang 001; Xiangchen Song; Yuan Zhang 024; Yujing Wang; Jing Bai 010; Yan Zhang 004 (CoRR, 2021)

Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation. - Jiayan Guo; Peiyan Zhang; Chaozhuo Li; Xing Xie 001; Yan Zhang; Sunghun Kim 001 (CIKM, 2022)

Learning Robust Representation Through Graph Adversarial Contrastive Learning. - Jiayan Guo; Shangyang Li; Yue Zhao; Yan Zhang (DASFAA (1), 2022)

Learning Multi-granularity Consecutive User Intent Unit for Session-based Recommendation. - Jiayan Guo; Yaming Yang 001; Xiangchen Song; Yuan Zhang 024; Yujing Wang; Jing Bai 010; Yan Zhang 004 (WSDM, 2022)

An Information Theoretic Perspective for Heterogeneous Subgraph Federated Learning. - Jiayan Guo; Shangyang Li; Yan Zhang (DASFAA (1), 2023)

Hierarchical Hypergraph Recurrent Attention Network for Temporal Knowledge Graph Reasoning. - Jiayan Guo; Meiqi Chen 001; Yan Zhang 004; Jianqiang Huang; Zhiwei Liu (ICASSP, 2023)

On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering. - Jiayan Guo; Lun Du; Xu Chen 022; Xiaojun Ma; Qiang Fu 015; Shi Han; Dongmei Zhang 001; Yan Zhang 117 (KDD, 2023)

Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network. - Peiyan Zhang; Jiayan Guo; Chaozhuo Li; Yueqi Xie; Jaeboum Kim; Yan Zhang; Xing Xie 001; Haohan Wang; Sunghun Kim 001 (WSDM, 2023)

Homophily-oriented Heterogeneous Graph Rewiring. - Jiayan Guo; Lun Du; Wendong Bi; Qiang Fu 015; Xiaojun Ma; Xu Chen 022; Shi Han; Dongmei Zhang 001; Yan Zhang 117 (WWW, 2023)

GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking. - Jiayan Guo; Lun Du; Hengyu Liu 001 (CoRR, 2023)

A Diffusion Model with User Preference Guidance for Recommendation. - Boci Peng; Xiaohe Bo; Jiayan Guo; Yan Zhang (DASFAA (3), 2024)

Boosting Disfluency Detection with Large Language Model as Disfluency Generator. - Zhenrong Cheng; Jiayan Guo; Hao Sun; Yan Zhang (ICME, 2024)

Can Chatbot Anthropomorphism and Empathy Mitigate the Impact of Customer Anger on Satisfaction? - Jian Tang 009; Yunran Wang; Xinxue Zhou; Jiayan Guo; Chenguang Li (iConference (1), 2024)

Generative Auto-bidding via Conditional Diffusion Modeling. - Jiayan Guo; Yusen Huo; Zhilin Zhang 003; Tianyu Wang; Chuan Yu; Jian Xu 015; Bo Zheng 007; Yan Zhang 117 (KDD, 2024)

AIGB: Generative Auto-bidding via Diffusion Modeling. - Jiayan Guo; Yusen Huo; Zhilin Zhang; Tianyu Wang; Chuan Yu; Jian Xu; Yan Zhang; Bo Zheng (CoRR, 2024)

Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents. - Long Li; Weiwen Xu; Jiayan Guo; Ruochen Zhao; Xingxuan Li; Yuqian Yuan; Boqiang Zhang; Yuming Jiang 007; Yifei Xin; Ronghao Dang; Deli Zhao; Yu Rong; et al. (CoRR, 2024)

Unveil: Unified Visual-Textual Integration and Distillation for Multi-modal Document Retrieval. - Hao Sun 015; Yingyan Hou; Jiayan Guo; Bo Wang; Chunyu Yang; Jinsong Ni; Yan Zhang 117 (ACL (1), 2025)

Subgraph Federated Learning with Information Bottleneck Constrained Generative Learning. - Shangyang Li; Jiayan Guo (ACM Trans. Knowl. Discov. Data, 2025)

ZeroSearch: Incentivize the Search Capability of LLMs without Searching. - Hao Sun 015; Zile Qiao; Jiayan Guo; Xuanbo Fan; Yingyan Hou; Yong Jiang 005; Pengjun Xie; Yan Zhang 117; Fei Huang 002; Jingren Zhou 001 (CoRR, 2025)

WorldVLA: Towards Autoregressive Action World Model. - Jun Cen; Chaohui Yu; Hangjie Yuan; Yuming Jiang 007; Siteng Huang; Jiayan Guo; Xin Li 056; Yibing Song; Hao Luo 004; Fan Wang 019; Deli Zhao; Hao Chen 041 (CoRR, 2025)

Towards Affordance-Aware Robotic Dexterous Grasping with Human-like Priors. - Haoyu Zhao; Linghao Zhuang; Xingyue Zhao; Cheng Zeng; Haoran Xu; Yuming Jiang 007; Jun Cen; Kexiang Wang; Jiayan Guo; Siteng Huang; Xin Li 056; Deli Zhao; et al. (CoRR, 2025)