network topology

ForestColl: Throughput-Optimal Collective Communications on Heterogeneous Network Fabrics NSDI 2026 Starfish: A Topology-Routing Co-Design for Small-Scale Data Centers NSDI 2026 Efficient Direct-Connect Topologies for Collective Communications NSDI 2025 Functional Connectomes of Neural Networks AAAI 2025 MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures - A Comprehensive Framework EMNLP 2025 NetSafe: Exploring the Topological Safety of Multi-agent System ACL 2025 Solving Multiagent Path Finding on Highly Centralized Networks AAAI 2025 A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences NeurIPS 2024 Deep Neural Networks via Complex Network Theory: A Perspective IJCAI 2024 Epitopological learning and Cannistraci-Hebb network shape intelligence brain-inspired theory for ultra-sparse advantage in deep learning ICLR 2024 Learning the Topology and Behavior of Discrete Dynamical Systems AAAI 2024 NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models ACL 2024 Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence NeurIPS 2023 DOTE: Rethinking (Predictive) WAN Traffic Engineering NSDI 2023 Do We Need an Encoder-Decoder to Model Dynamical Systems on Networks? IJCAI 2023 Dynamic Neural Network for Multi-Task Learning Searching Across Diverse Network Topologies CVPR 2023 Exploiting Network Compressibility and Topology in Zero-Cost NAS AutoML 2023 Fantastic Weights and How to Find Them: Where to Prune in Dynamic Sparse Training NeurIPS 2023 Flattened Clos: Designing High-performance Deadlock-free Expander Data Center Networks Using Graph Contraction NSDI 2023 Learning Trust Over Directed Graphs in Multiagent Systems L4DC 2023 Removing Data Heterogeneity Influence Enhances Network Topology Dependence of Decentralized SGD JMLR 2023 Biased Majority Opinion Dynamics: Exploiting Graph k-domination IJCAI 2022 Group Wisdom at a Price: Jury Theorems with Costly Information IJCAI 2022 Linear Combinatorial Semi-Bandit with Causally Related Rewards IJCAI 2022 Privacy Amplification by Decentralization AISTATS 2022