Zeang Sheng

4 papers · 2021–2025 · 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 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) ❓ The Questioner

Venues

AAAI (1) EMNLP (1) ICML (1) NeurIPS (1)

Top co-authors

Wentao Zhang (4) Bin CUI (3) Yang Li (3) Mingyu Yang (2) Zhi Yang (2) Ling Yang (1) Yangyu Tao (1) Yuxuan Liang (1) Haoyu Huang (1) Wen Ouyang (1)

Research topics

Machine Learning (4) Deep Learning (3) Application Areas (3) Architectures (3) Core Methods (3) Knowledge & Reasoning (1) Natural Language Processing (1) Applications (1) Learning Types (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Representation (1)

Keywords

graph neural network (3) feature smoothing (2) graph representation learning (1) relation extraction (1) named entity recognition (1) graph representation (1) label smoothing (1) random walk (1) node clustering (1) node classification (1) knowledge graph construction (1) feature propagation (1) model simplification (1) fine-tuned language model (1) text processing (1) large language model (1) noise masking (1) scalable deep learning (1) local smoothing (1) entity-centric strategy (1)

Papers

Can LLMs be Good Graph Judge for Knowledge Graph Construction? EMNLP 2025 Towards Scalable and Deep Graph Neural Networks via Noise Masking AAAI 2025 NAFS: A Simple yet Tough-to-beat Baseline for Graph Representation Learning ICML 2022 Node Dependent Local Smoothing for Scalable Graph Learning NeurIPS 2021