yibo feng — accepted AI-conference papers

2026

Darwinian Memory: A Training-Free Self-Regulating Memory System for GUI Agent Evolution

Hongze Mi, Yibo Feng, Wenjie Lu, Song Cao, Jinyuan Li, Yanming Li +8

ICML 2026poster

Multimodal Large Language Model (MLLM) agents facilitate Graphical User Interface (GUI) automation but struggle with long-horizon, cross-application tasks due to limited context windows. While memory systems provide a viable solution, existing paradigms struggle to adapt to dynamic GUI environments,…

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2025

C$^2$Prompt: Class-aware Client Knowledge Interaction for Federated Continual Learning

Kunlun Xu, yibo feng, Jiangmeng Li, Yongsheng Qi, Jiahuan Zhou

NeurIPS 2025poster

Federated continual learning (FCL) tackles scenarios of learning from continuously emerging task data across distributed clients, where the key challenge lies in addressing both temporal forgetting over time and spatial forgetting simultaneously. Recently, prompt-based FCL methods have shown advance…

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