Author

Jimmy Huang

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Preprint Sep 2026

Black-Box Attack for IRS-Aided Communications with BER-Only Feedback

Intelligent reflecting surface (IRS) has emerged as a promising wireless technology for enhancing legitimate communications. In this paper, we investigate an IRS-assisted multiuser MISO downlink network in which an attacker reconfigures the IRS to degrade legitimate data transmission. Specifically, we consider a black-...

Zheng-Kai Tu, Jimmy Huang · 0 citations

#artificial intelligence Preprint Sep 2026

JusticeAxis: Benchmarking Legal Judgment between Rigid Rule Application and Ungrounded Discretion

A sound judgment applies the law to established facts and weighs the circumstances in which they arose. However, existing methods swing between rigid statute matching and ungrounded discretion, benchmarks score a label or a rubric, and the experience that would supply the balance stays unverified. We formalize legal ju...

Zheng-Kai Tu, Ming-Da Zhang, Zi-Jia Wang et al. · 0 citations