25 citations · 34 across the 17 of their papers we have counts for
Showing cs.AIShow all
3 papers · 1 filter
cs.AI2026
Harness-agnostic detection and immunization of reward hacking in self-evolving language models
Rongxin Yang, Yang Liu, Shang Luo +10
Self-evolving language models improve by proposing candidate updates and keeping whatever raises a visible score. When that score is an imperfect proxy for the capability one actua…
cs.AI2026
SpecAlign: A Semantic Alignment Framework for SystemVerilog Assertion Generation
Jaime Rafael Imperial, Hao Zheng
Existing Large Language Model (LLM) approaches to SystemVerilog Assertion (SVA) generation primarily focus on syntactic validity and formal verification outcomes, while semantic al…
cs.AI2026
Hallucination as Exploit: Evidence-Carrying Multimodal Agents
Guijia Zhang, Hao Zheng, Harry Yang
Multimodal agents increasingly choose tool calls from screenshots, documents, and webpages, where a false perceptual claim can turn hallucination from an answer-quality error into…