3 papers
cs.AI2026
MRAFnd: Multimodal Retrieval-Augmented Framework for Zero-Shot Fake News Detection
Lehan Zhang, Yinlei Cheng, Shiqi Hu Yiheng Zhou +2
The rapid dissemination of multimodal content has intensified the spread of fabricated news, presenting a substantial threat to social integrity. A formidable challenge for current…
cs.SE2026
Unlocking Model Potentials Through Adaptive Multi-Agent Scaffolding for Efficient Issue Resolution
Yang Chen, Aliya Ahmad, Yiheng Zhou +1
Resolving issues with ambiguous and incomplete descriptions, particularly concerning complex bugs, requires a sophisticated, long-horizon workflow. Agents must navigate codebases t…
cs.LG2023
On Orderings of Probability Vectors and Unsupervised Performance Estimation
Muhammad Maaz, Rui Qiao, Yiheng Zhou +1
Unsupervised performance estimation, or evaluating how well models perform on unlabeled data is a difficult task. Recently, a method was proposed by Garg et al. [2022] which perfor…