Siqiang Luo
11 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (28) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (13) π Renaissance Researcher (8)
π
Conference Polyglot
(7)
π
Academic Marathon
(6)
π£
Hot Topic Early Bird
π
Century Club
(11)
π
Conference Pioneer
Conferences
ICML (3)
AAAI (2)
IJCAI (2)
ACL (1)
COLING (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
graph neural network
(6)
graph algorithm
(3)
communication complexity
(2)
node embedding
(2)
distributed algorithm
(2)
large language model
(2)
in-context learning
(1)
graph representation learning
(1)
neuromorphic computing
(1)
low-resource learning
(1)
computational complexity
(1)
energy efficiency
(1)
network analysis
(1)
parallel computing
(1)
network efficiency
(1)
self-supervised learning
(1)
spiking neural network
(1)
knowledge graph
(1)
spike train
(1)
distributed computation
(1)
Papers
Unifews: You Need Fewer Operations for Efficient Graph Neural Networks
ICML 2025
Permitted Knowledge Boundary: Evaluating the Knowledge-Constrained Responsiveness of Large Language Models
EMNLP 2025
StructAM: Enhancing Address Matching through Semantic Understanding of Structure-aware Information
COLING 2024
Massively Parallel Single-Source SimRanks in O(log N) Rounds
IJCAI 2024
LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs
ACL 2024
Deep Graph Structural Infomax
AAAI 2023
LD2: Scalable Heterophilous Graph Neural Network with Decoupled Embeddings
NIPS 2023
Finding Global Homophily in Graph Neural Networks When Meeting Heterophily
ICML 2022
Spiking Graph Convolutional Networks
IJCAI 2022
Improved Communication Cost in Distributed PageRank Computation β A Theoretical Study
ICML 2020
Distributed PageRank Computation: An Improved Theoretical Study
AAAI 2019