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Shengyao Lu

5 papers · 2022–2025 · 4 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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🌍 Conference Polyglot · Bronze

Venues

ICLR (2) COLING (1) CVPR (1) ICML (1)

Top co-authors

Di Niu (5) Bang Liu (3) Jiao He (3) Keith G. Mills (3) Yu Xu (1) Kaitong Yang (1) Fred X. Han (1) Xiangyang Li (1) CHUNHUA ZHOU (1) Fengyu Sun (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Core AI (3) Machine Learning (2) Architectures (2) Natural Language Processing (1) Application Areas (1) Optimization & Theory (1) Resources & Methods (1) Techniques (1)

Keywords

reinforcement learning (1) embedding learning (1) prompt engineering (1) code generation (1) model architecture (1) neural architecture search (1) feature attribution (1) instruction tuning (1) relational reasoning (1) monte carlo tree search (1) relation prediction (1) performance prediction (1) node importance (1) rule mining (1) rule induction (1) large language model (1) graph neural network (1) gradient-based importance (1) graph output attribution (1) gnn explainability (1)

Papers

TaCIE: Enhancing Instruction Comprehension in Large Language Models through Task-Centred Instruction Evolution COLING 2025 Building Optimal Neural Architectures using Interpretable Knowledge CVPR 2024 EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time ICML 2024 GOAt: Explaining Graph Neural Networks via Graph Output Attribution ICLR 2024 R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning ICLR 2022