Author

Chenyu Zhang

Massachusetts Institute of Technology

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Preprint Oct 2026

Network Intervention by Polling Strategic Agents

A planner in a network of strategic agents faces three entangled challenges: the optimum depends on agents'private information, queried agents may misreport to steer the outcome, and exact computation does not scale. We study these challenges in multi-activity network games with heterogeneous private technologies, in w...

Chenyu Zhang, R. Parasnis, Saurabh Amin · 0 citations

#artificial intelligence Review Oct 2026

Careful Judge: Safe and Efficient Human-AI Collaborative Decision Making

In human-AI collaborative decision making, human review can prevent unsafe AI decisions, but each human judgment is costly. Treating human intervention after AI abstention as a one-off fallback misses the opportunity to improve future AI decisions for greater automation, yet AI adaptively learning from selectively quer...

Chenyu Zhang, Rachel Luo, Bo-Yi Li et al. · 0 citations