Skip to content

Author

Rong-Rong Ji

We have 2 of 78 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#graph neural networks Preprint Aug 2026

Rethinking Message Passing as Retrieval for Text-Attributed Graph Learning

This work proposes RTA, a simple MLP-based framework that replaces structural message passing with label-aware retrieval and propagation and provides theoretical insights that connect retrieval-based aggregation to softmax-attention message passing and establish the robustness of retrieved-context supervision to mis-retrieved outliers.

Jintang Li, Yuhong Chen, Ruo-Fan Wu et al. · 0 citations
Jul 2026

Capturing Token Tendencies for Training-Free Token Pruning in Multimodal Large Language Models

Trend-aware Pruning is proposed, a novel framework that elevates pruning from a local snapshot decision to a temporal trajectory modeling problem, and enables a dynamic rectification mechanism that selectively reactivates "late-blooming" tokens, those initially undervalued but exhibiting rising semantic importance, thereby preventing the loss of critical visual cues.

Jie Ma, Zhike Qiu, Jie Gao et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.