3 papers
cs.AI2026
AI Harness: Certification under Proposal-Conditioned Information for Foundation-Model Agents
Hailin Zhong, Shengxin Zhu
Foundation-model agents are often modeled as policies over an observed state. In deployed systems, however, a runtime may intervene only after the model has emitted a semantic prop…
cs.MA2025
GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation
Hailin Zhong, Hanlin Wang, Yujun Ye +2
Current personalized recommender systems predominantly rely on static offline data for algorithm design and evaluation, significantly limiting their ability to capture long-term us…
cs.DC2025
High-Efficiency Split Computing for Cooperative Edge Systems: A Novel Compressed Sensing Bottleneck
Hailin Zhong, Donglong Chen
The advent of big data and AI has precipitated a demand for computational frameworks that ensure real-time performance, accuracy, and privacy. While edge computing mitigates latenc…