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Qianjin Du

4 papers · 2022–2024 · 3 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 🏆 Keyword Champion (2)

Venues

EMNLP (2) AAAI (1) NeurIPS (1)

Top co-authors

Xiaohui Kuang (3) Gang Zhao (2) Jingjing Wang (1) Tao Bai (1) Jidong Zhai (1) Minghua Deng (1) Liang Chen (1) Minhuan Huang (1) Huan Deng (1) Yuanpin Nie (1)

Research topics

Machine Learning (4) Application Areas (3) Learning Types · Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Learning Paradigms (2) Architectures (1) Core Methods (1) Learning Types · Deep Learning (1)

Keywords

mutual nearest neighbor (2) domain adaptation (2) contrastive learning (2) code vulnerability detection (2) semantic alignment (1) nearest neighbor (1) vulnerability detection (1) feature alignment (1) cross-domain transfer (1) universal domain adaptation (1) knowledge fusion (1) graph neural network (1) code analysis (1) category shift (1) discriminative representation (1) prototype learning (1) pseudo labeling (1) supervised contrastive learning (1)

Papers

Suitable is the Best: Task-Oriented Knowledge Fusion in Vulnerability Detection NeurIPS 2024 Joint Geometrical and Statistical Domain Adaptation for Cross-domain Code Vulnerability Detection EMNLP 2023 Code Vulnerability Detection via Nearest Neighbor Mechanism EMNLP 2022 Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation AAAI 2022