Xiangqian (Forward) Ye
Computer Science Student
I am a Computer Science and Technology student at China Jiliang University, interested in AI Agent, Artificial Intelligence, Machine Learning, Computer Vision and Human-Computer Interaction. Currently, I am focusing on developing multi-agent systems and AI-powered applications. Hope it could help you and become your own life-long personal assistant.
Featured Publications
View All2025 International Conference on Computer Vision, Image Processing and Computational Photography (CVIP), 2025
Proposed a novel Mamba-based architecture integrating directional spatial attention and spectral feature recalibration, achieving 94.1% OA on Indian Pines dataset, outperforming CNN/Transformer baselines by 1.8%
AgentGroup: Modeling Multi-Agent Systems as Dynamic Collaboration Graphs
Preparing for International Conference on Machine Learning (ICML), 2026
Introduced AgentGroup, a framework that models Multi-Agent Systems as Dynamic Collaboration Graphs, enabling agents to autonomously reconfigure their interaction topology through a principled Collaboration Energy Model. Achieved 14% higher task success rate and 70% token reduction across SWE-bench, Meta Gaia2, and Windows Agent Arena benchmarks.
Featured Projects
View AllRightNow: An AI-Powered Schedule Assistant App
04/2023 - 02/2024 | Team Leader
Extracted user habits and availability from real-world AI assistant dialogues; integrated user data within LangChain4j to implement prompt-based scheduling
A Vegetable Recommendation and Sales Digital Platform
11/2022 - 06/2023 | Team Leader
Conducted field research in the cities of Hangzhou and Shaoxing; analyzed vegetable growers' needs for fresh produce delivery, sales channel expansion, and cost reduction