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20232026
most citedRethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective

2 citations · 5 across the 8 of their papers we have counts for

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cs.MA2026

Discovering Efficient and Explainable Communication Topologies for LLM-based Multi-Agent Systems via Causal Inference

Junzhi Li, Peng He, Qirui Ji +3

The performance of large language model (LLM)-based multi-agent systems (MAS) largely depends on effective communication topologies. Existing topology generation methods, however,…

cs.IR2026

Generalizing Graph Foundation Models via Hyperbolic Retrieval-Augmented Generation

Yifan Jin, Qirui Ji, Bin Qin +4

Graph foundation models (GFMs) emerged as a dominant paradigm in graph representation learning by leveraging large-scale pre-training for cross-domain inference. However, the param…