#graph representation
6 papers match
Auditing Emergent LLM-Agent Collaboration through Cooperation-Obligation Coupling
Zuyuan Zhang, Hanqing Yang, Carlee Joe-Wong +1
The paper proposes iCORE, a unified representation that combines a cooperation graph, an obligation graph, and an audit map to let auditors verify that each step of an LLM‑agent wo…
Reinforcing Egocentric Spatial Perception in Multimodal Large Language Models via Ego Scene Augmentation
Chi Kit Wong, Ye Pan, Yuanhuiyi Lyu +6
The paper proposes Ego Scene Augmentation (ESA), a framework that uses an Ego-element Graph to improve the spatial perception of multimodal large language models for egocentric vis…
An Efficient Algorithm for Solving the 2-MAXSAT Problem
Yangjun Chen
The paper proposes a polynomial‑time algorithm for the NP‑complete 2‑MAXSAT problem by converting it to a DNF maximization task and using graph‑based (p*-graph) and trie‑like struc…
Conceptual Networks for Cross-Linguistic Idiomatic Expressions: A Feature-Based Graph Approach
Kiran Pala, Punam Silu, Luxin Yu
The paper introduces a graph-based framework that uses binary conceptual features to represent idiomatic expressions across eight languages, showing that idioms cluster by meaning…
CA-DGCL: Dynamic Graph Continual Learning via Condensation and Attachment
Tingxu Yan Ye Yuan
The paper introduces CA-DGCL, a framework that compresses past graph snapshots into compact representations and uses tensor decomposition to create stable node features, which are…
LP Mining with LP2Graph: A Use Case for Railway Rescheduling
Jörn Maurischat, Nikola BeÅ¡inoviÄ, Michael Färber
The paper presents LP2Graph, a method that automatically extracts the structure of linear and mixed‑integer programming formulations from published papers into a typed variable‑equ…
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