| 2026 | INFOCOM | RAP: Resource-Adaptive Planning for Efficient LLM Tool Calling in Edge Computing. | Tao Liu, Zhiqing Tang, Jianxiong Guo, Jiong Lou, Tian Wang, Weijia Jia |
| 2025 | EMNLP | MM-CRITIC: A Holistic Evaluation of Large Multimodal Models as Multimodal Critique. | Gailun Zeng, Ziyang Luo, Hongzhan Lin, Yuchen Tian, Kaixin Li, Ziyang Gong, Jianxiong Guo, Jing Ma |
| 2025 | ICDM | POSFed: Tackling Non-IID Challenges in One-Shot Federated Learning via Personalization. | Yinghao Zhang, Xuanzhe Xiao, Jianxiong Guo, Zhiqing Tang, Qiufen Ni, Weili Wu |
| 2025 | IWQoS | EdgeNet: A Distributed Network Architecture for Real-Time Person Re-Identification with Dynamic Load Balancing. | Shangrui Wu, Yupeng Li, Jianxiong Guo, Wentao Fan, Wenhua Wang, Tian Wang |
| 2024 | AAIM | ToI-Based Data Utility Maximization for UAV-Assisted Wireless Sensor Networks. | Qing Zhao, Zhen Li, Jianqiang Li, Jianxiong Guo, Xingjian Ding, Deying Li |
| 2024 | HPCC | Adaptive Configuration Selection for Multi-Model Inference Pipelines in Edge Computing. | Jinhao Sheng, Zhiqing Tang, Jianxiong Guo, Tian Wang |
| 2024 | ICA3PP | ORL-EPM: A Profit-Aware and Load-Driven Heterogeneous Resource Management Scheme with Collaborative Edge Computing. | Fengyi Huang, Yutao Zhang, Wenhua Wang, Jianxiong Guo, Yang Xu, Wentao Fan, Tian Wang |
| 2024 | ICA3PP | Dynamic Offloading Control for Waste Sorting Based on Deep Q-Network. | Jing Wang, Xiaoyang Wang, Jianxiong Guo, Zhiqing Tang, Xingjian Ding, Tian Wang |
| 2024 | ICA3PP | Hybridization of One- and Two-Point Bandits Convex Optimization in Non-stationary Environments. | Gailun Zeng, Jianxiong Guo |
| 2024 | ICDCS | Enhancing AI-Generated Content Efficiency Through Adaptive Multi-Edge Collaboration. | Changfu Xu, Jianxiong Guo, Jiandian Zeng, Shengguang Meng, Xiaowen Chu, Jiannong Cao, Tian Wang |
| 2024 | ICDCS | Fine-Grained Service Lifetime Optimization for Energy-Constrained Edge-Edge Collaboration. | Haodong Zou, Jianxiong Guo, Jiandian Zeng, Yupeng Li, Jiannong Cao, Tian Wang |
| 2024 | IWQoS | Efficient Request Scheduling in Cross-Regional Edge Collaboration via Digital Twin Networks. | Yuzhu Liang, Guo Li, Jianxiong Guo, Qin Liu, Xi Zheng, Tian Wang |
| 2024 | IWQoS | Incorporating Startup Delay into Collaborative Edge Computing for Superior Task Efficiency. | Changfu Xu, Jianxiong Guo, Jiandian Zeng, Yupeng Li, Jiannong Cao, Tian Wang |
| 2024 | SIGIR | A Dual-Embedding Based DQN for Worker Recruitment in Spatial Crowdsourcing with Social Network. | Yucen Gao, Wei Liu, Jianxiong Guo, Xiaofeng Gao, Guihai Chen |
| 2023 | COCOA | Graph Clustering Through Users' Properties and Social Influence. | Jianxiong Guo, Zhehao Zhu, Yucen Gao, Xiaofeng Gao |
| 2023 | COCOON | A Modified EXP3 in Adversarial Bandits with Multi-user Delayed Feedback. | Yandi Li, Jianxiong Guo |
| 2023 | DASFAA | Attentive Hawkes Process Application for Sequential Recommendation. | Shuodian Yu, Li Ma, Xiaofeng Gao, Jianxiong Guo, Guihai Chen |
| 2023 | ICDM | Contextual Target-Specific Stance Detection on Twitter: Dataset and Method. | Yupeng Li, Dacheng Wen, Haorui He, Jianxiong Guo, Xuan Ning, Francis C. M. Lau |
| 2023 | ICDM | Interactive Activities Initiation through Retrieving Hidden Social Information Networks. | Yulong Song, Bin Fu, Jianxiong Guo, Xiaofeng Gao |
| 2023 | IJCNN | Improving Stock Trend Prediction with Multi-granularity Denoising Contrastive Learning. | Mingjie Wang, Feng Chen, Jianxiong Guo, Weijia Jia |
| 2023 | ICWS | ExpoEv: Enhancing Social Recommendation Service with Social Exposure and Feature Evolution. | Li Ma, Zuowu Zheng, Xiuqi Huang, Zhaoxiang Zhang, Xiaofeng Gao, Jianxiong Guo, Guihai Chen |
| 2022 | AAIM | A Decentralized Auction Framework with Privacy Protection in Mobile Crowdsourcing. | Jianxiong Guo, Qiufen Ni, Xingjian Ding |
| 2022 | AAIM | Profit Maximization for Multiple Products in Community-Based Social Networks. | Qiufen Ni, Jianxiong Guo |
| 2022 | DEXA | KAPP: Knowledge-Aware Hierarchical Attention Network for Popularity Prediction. | Shuodian Yu, Jianxiong Guo, Xiaofeng Gao, Guihai Chen |
| 2021 | AAIM | Optimizing Mobile Charger Scheduling for Task-Based Sensor Networks. | Xiangguang Meng, Jianxiong Guo, Xingjian Ding, Xiujuan Zhang |
| 2021 | AAIM | Multi-attribute Based Influence Maximization in Social Networks. | Qiufen Ni, Jianxiong Guo, Hongmin W. Du |
| 2020 | AAIM | Community-Based Rumor Blocking Maximization in Social Networks. | Qiufen Ni, Jianxiong Guo, Chuanhe Huang, Weili Wu |
| 2020 | COCOA | Minimum Wireless Charger Placement with Individual Energy Requirement. | Xingjian Ding, Jianxiong Guo, Deying Li, Ding-Zhu Du |
| 2020 | COCOA | Mixed-Case Community Detection Problem in Social Networks. | Yapu Zhang, Jianxiong Guo, Wenguo Yang |