Jingyu Peng

3 papers · 2023–2026 · 2 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 · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ACL (2) IJCAI (1)

Top co-authors

Qi Liu (2) Wenxi Li (1) Xiangyu Zhao (1) Wanyu Wang (1) Pengyue Jia (1) Yuting Ning (1) Zheng Gong (1) Ying Sun (1) Guifeng Wang (1) Ruocheng Guo (1)

Research topics

Machine Learning (2) Natural Language Processing (2) Resources & Methods (2) Artificial Intelligence (1) Deep Learning (1) Interdisciplinary (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Linguistics (1) Understanding (1)

Keywords

graph anomaly detection (1) model robustness (1) universal dependencies (1) adversarial attack (1) node representation (1) prompt injection (1) syntactic structure (1) reasoning error (1) llm safety (1) reasoning disruption (1) paraphrase identification (1) structural alignment (1) neural sparsification (1) structural noise (1) zero-shot attack (1)

Papers

On the Continued Value of Universal Dependencies in the Era of Large Language Models ACL 2026 Stepwise Reasoning Disruption Attack of LLMs ACL 2025 Beyond Homophily: Robust Graph Anomaly Detection via Neural Sparsification IJCAI 2023