Siqiang Luo

12 papers · 2019–2026 · 8 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🗺️ Taxonomy Completionist (31) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird

🗃️ Keyword Collector (53) 🌈 Renaissance Researcher (7) 🔥 Unstoppable · Bronze 🚀 Conference Pioneer 💎 Century Club · Bronze 📈 Trend Setter

Venues

ICML (3) AAAI (2) IJCAI (2) ACL (1) COLING (1) CVPR (1) EMNLP (1) NeurIPS (1)

Top co-authors

Xiang Li (3) Kai Wang (2) Zulun Zhu (2) Ningyi Liao (2) Caihua Shan (1) Yuwei Xu (1) Jintang Li (1) Zihao Yu (1) Zhaoqi Zhang (1) Jiaying Peng (1)

Research topics

Machine Learning (10) Deep Learning (5) Architectures (5) Core Methods (5) Artificial Intelligence (4) Computer Science (4) Mathematics & Optimization (4) Application Areas (4) Core AI (4) Applications (3) Mathematics (3) Learning Types (2) Optimization (2) Optimization & Theory (2) Systems (2)

Keywords

graph neural network (6) graph algorithm (3) communication complexity (2) large language model (2) node embedding (2) distributed algorithm (2) graph representation learning (1) self-supervised learning (1) neuromorphic computing (1) network efficiency (1) deepfake detection (1) low-resource learning (1) computational complexity (1) energy efficiency (1) knowledge graph (1) video classification (1) distributed computation (1) mutual information (1) inductive reasoning (1) parallel computing (1)

Papers

DeepfakeImpact: A Two-Stage Benchmark with Real-World Impact in Deepfake Detection CVPR 2026 Permitted Knowledge Boundary: Evaluating the Knowledge-Constrained Responsiveness of Large Language Models EMNLP 2025 Unifews: You Need Fewer Operations for Efficient Graph Neural Networks ICML 2025 LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024 Massively Parallel Single-Source SimRanks in O(log N) Rounds IJCAI 2024 StructAM: Enhancing Address Matching through Semantic Understanding of Structure-aware Information COLING 2024 Deep Graph Structural Infomax AAAI 2023 LD2: Scalable Heterophilous Graph Neural Network with Decoupled Embeddings NeurIPS 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 – A Theoretical Study ICML 2020 Distributed PageRank Computation: An Improved Theoretical Study AAAI 2019