Jiayan Guo

38 papers A* 5A 4Misc 1Journal 19Unranked 9
YearRankTypeTitle / Venue / Authors
2026 A* conf
MedGR2: Breaking the Data Barrier for Medical Reasoning via Generative Reward Learning.
AAAI
Weihai Zhi, Jiayan Guo, Shangyang Li
2026 J jnl
RynnBrain: Open Embodied Foundation Models.
CoRR
Ronghao Dang, Jiayan Guo, Bohan Hou, Sicong Leng, Kehan Li, Xin Li, Jiangpin Liu, Yunxuan Mao, Zhikai Wang, Yuqian Yuan, Minghao Zhu, Xiao Lin, Yang Bai, Qian Jiang, Yaxi Zhao, Minghua Zeng, Junlong Gao, Yuming Jiang, Jun Cen, Siteng Huang, Liuyi Wang, Wenqiao Zhang, Chengju Liu, Jianfei Yang, Shijian Lu, Deli Zhao
2026 A* conf
Towards Affordance-Aware Robotic Dexterous Grasping with Human-like Priors.
AAAI
Haoyu Zhao, Linghao Zhuang, Xingyue Zhao, Cheng Zeng, Haoran Xu, Yuming Jiang, Jun Cen, Kexiang Wang, Jiayan Guo, Siteng Huang, Xin Li, Deli Zhao, Hua Zou
2025 J jnl
Advancing Session-Based Recommendations with Atten-Mixer+: Dynamic and Adaptive Multi-Level Intent Mining.
ACM Trans. Intell. Syst. Technol.
Peiyan Zhang, Jiayan Guo, Chaozhuo Li, Liying Kang, Jaeboum Kim, Jie Xu, Xi Zhang, Yan Zhang, Haohan Wang, Sunghun Kim
2025 — conf
Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents.
EMNLP (Findings)
Long Li, Weiwen Xu, Jiayan Guo, Ruochen Zhao, Xingxuan Li, Yuqian Yuan, Boqiang Zhang, Yuming Jiang, Yifei Xin, Ronghao Dang, Yu Rong, Deli Zhao, Tian Feng, Lidong Bing
2025 J jnl
MedGR
CoRR
Weihai Zhi, Jiayan Guo, Shangyang Li
2025 J jnl
RynnVLA-001: Using Human Demonstrations to Improve Robot Manipulation.
CoRR
Yuming Jiang, Siteng Huang, Shengke Xue, Yaxi Zhao, Jun Cen, Sicong Leng, Kehan Li, Jiayan Guo, Kexiang Wang, Mingxiu Chen, Fan Wang, Deli Zhao, Xin Li
2025 J jnl
RynnVLA-002: A Unified Vision-Language-Action and World Model.
CoRR
Jun Cen, Siteng Huang, Yuqian Yuan, Kehan Li, Hangjie Yuan, Chaohui Yu, Yuming Jiang, Jiayan Guo, Xin Li, Hao Luo, Fan Wang, Deli Zhao, Hao Chen
2025 J jnl
Subgraph Federated Learning with Information Bottleneck Constrained Generative Learning.
ACM Trans. Knowl. Discov. Data
Shangyang Li, Jiayan Guo
2025 J jnl
Towards Affordance-Aware Robotic Dexterous Grasping with Human-like Priors.
CoRR
Haoyu Zhao, Linghao Zhuang, Xingyue Zhao, Cheng Zeng, Haoran Xu, Yuming Jiang, Jun Cen, Kexiang Wang, Jiayan Guo, Siteng Huang, Xin Li, Deli Zhao, Hua Zou
2025 — conf
Unveil: Unified Visual-Textual Integration and Distillation for Multi-modal Document Retrieval.
ACL (1)
Hao Sun, Yingyan Hou, Jiayan Guo, Bo Wang, Chunyu Yang, Jinsong Ni, Yan Zhang
2025 J jnl
WorldVLA: Towards Autoregressive Action World Model.
CoRR
Jun Cen, Chaohui Yu, Hangjie Yuan, Yuming Jiang, Siteng Huang, Jiayan Guo, Xin Li, Yibing Song, Hao Luo, Fan Wang, Deli Zhao, Hao Chen
2025 J jnl
ZeroSearch: Incentivize the Search Capability of LLMs without Searching.
CoRR
Hao Sun, Zile Qiao, Jiayan Guo, Xuanbo Fan, Yingyan Hou, Yong Jiang, Pengjun Xie, Yan Zhang, Fei Huang, Jingren Zhou
2024 — conf
A Diffusion Model with User Preference Guidance for Recommendation.
DASFAA (3)
Boci Peng, Xiaohe Bo, Jiayan Guo, Yan Zhang
2024 J jnl
AIGB: Generative Auto-bidding via Diffusion Modeling.
CoRR
Jiayan Guo, Yusen Huo, Zhilin Zhang, Tianyu Wang, Chuan Yu, Jian Xu, Yan Zhang, Bo Zheng
2024 A conf
Boosting Disfluency Detection with Large Language Model as Disfluency Generator.
ICME
Zhenrong Cheng, Jiayan Guo, Hao Sun, Yan Zhang
2024 J jnl
Boosting Disfluency Detection with Large Language Model as Disfluency Generator.
CoRR
Zhenrong Cheng, Jiayan Guo, Hao Sun, Yan Zhang
2024 — conf
Can Chatbot Anthropomorphism and Empathy Mitigate the Impact of Customer Anger on Satisfaction?
iConference (1)
Jian Tang, Yunran Wang, Xinxue Zhou, Jiayan Guo, Chenguang Li
2024 J jnl
Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents.
CoRR
Long Li, Weiwen Xu, Jiayan Guo, Ruochen Zhao, Xingxuan Li, Yuqian Yuan, Boqiang Zhang, Yuming Jiang, Yifei Xin, Ronghao Dang, Deli Zhao, Yu Rong, Tian Feng, Lidong Bing
2024 A* conf
Generative Auto-bidding via Conditional Diffusion Modeling.
KDD
Jiayan Guo, Yusen Huo, Zhilin Zhang, Tianyu Wang, Chuan Yu, Jian Xu, Bo Zheng, Yan Zhang
2023 — conf
An Information Theoretic Perspective for Heterogeneous Subgraph Federated Learning.
DASFAA (1)
Jiayan Guo, Shangyang Li, Yan Zhang
2023 A conf
Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network.
WSDM
Peiyan Zhang, Jiayan Guo, Chaozhuo Li, Yueqi Xie, Jaeboum Kim, Yan Zhang, Xing Xie, Haohan Wang, Sunghun Kim
2023 J jnl
GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking.
CoRR
Jiayan Guo, Lun Du, Hengyu Liu
2023 Misc conf
Hierarchical Hypergraph Recurrent Attention Network for Temporal Knowledge Graph Reasoning.
ICASSP
Jiayan Guo, Meiqi Chen, Yan Zhang, Jianqiang Huang, Zhiwei Liu
2023 A* conf
Homophily-oriented Heterogeneous Graph Rewiring.
WWW
Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang
2023 J jnl
Homophily-oriented Heterogeneous Graph Rewiring.
CoRR
Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang
2023 A* conf
On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering.
KDD
Jiayan Guo, Lun Du, Xu Chen, Xiaojun Ma, Qiang Fu, Shi Han, Dongmei Zhang, Yan Zhang
2023 J jnl
On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering.
CoRR
Jiayan Guo, Lun Du, Xu Chen, Xiaojun Ma, Qiang Fu, Shi Han, Dongmei Zhang, Yan Zhang
2022 J jnl
Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network.
CoRR
Peiyan Zhang, Jiayan Guo, Chaozhuo Li, Yueqi Xie, Jaeboum Kim, Yan Zhang, Xing Xie, Haohan Wang, Sunghun Kim
2022 A conf
Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation.
CIKM
Jiayan Guo, Peiyan Zhang, Chaozhuo Li, Xing Xie, Yan Zhang, Sunghun Kim
2022 J jnl
Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation.
CoRR
Jiayan Guo, Peiyan Zhang, Chaozhuo Li, Xing Xie, Yan Zhang, Sunghun Kim
2022 A conf
Learning Multi-granularity Consecutive User Intent Unit for Session-based Recommendation.
WSDM
Jiayan Guo, Yaming Yang, Xiangchen Song, Yuan Zhang, Yujing Wang, Jing Bai, Yan Zhang
2022 — conf
Learning Robust Representation Through Graph Adversarial Contrastive Learning.
DASFAA (1)
Jiayan Guo, Shangyang Li, Yue Zhao, Yan Zhang
2022 J jnl
Learning Robust Representation through Graph Adversarial Contrastive Learning.
CoRR
Jiayan Guo, Shangyang Li, Yue Zhao, Yan Zhang
2021 — conf
Investigating Influencing Factors for Public Service Capacities of Digital Government.
ICCSE
Jiayan Guo, Yanlin Ma, Jian Tang
2021 J jnl
Modeling Multi-granularity User Intent Evolving via Heterogeneous Graph Neural Networks for Session-based Recommendation.
CoRR
Jiayan Guo, Yaming Yang, Xiangchen Song, Yuan Zhang, Yujing Wang, Jing Bai, Yan Zhang
2019 — conf
"Ask Everyone?" Understanding How Social Q&A Feedback Quality Influences Consumers' Purchase Intentions.
WHICEB
Jiayi Liang, Jiayan Guo, Ziqi Liu, Jian Tang
2019 — conf
How "Task-Individual Fit" Influences User Contribution Behaviors in Citizen Science.
ICCSE
Jiayan Guo, Jian Tang, Xinxue Zhou, Jing Li