LogosKG: Hardware-Optimized Scalable and Interpretable Knowledge Graph Retrieval
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026)42478–42493DOI: 10.18653/v1/2026.acl-long.1966
Papers
Peer-reviewed publications by He Cheng.
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8 papers
Peer-reviewed conference papers
BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection
2025 IEEE International Conference on Big Data (IEEE BigData 2025)DOI: 10.1109/BigData66926.2025.11402072
Backdoor Attack against Log Anomaly Detection Models
Companion Proceedings of the ACM Web Conference 2025915–918DOI: 10.1145/3701716.3715533
Achieving Counterfactual Explanation for Sequence Anomaly Detection
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2024)14948: 19–35DOI: 10.1007/978-3-031-70371-3_2
Backdoor Attack Against One-Class Sequential Anomaly Detection Models
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2024)262–274DOI: 10.1007/978-981-97-2259-4_20
Explainable Sequential Anomaly Detection via Prototypes
International Joint Conference on Neural Networks (IJCNN 2023)1–8DOI: 10.1109/IJCNN54540.2023.10191703
Sequential Anomaly Detection with Local and Global Explanations
IEEE International Conference on Big Data (Big Data 2022)1212–1217DOI: 10.1109/BigData55660.2022.10020990
InterpretableSAD: Interpretable Anomaly Detection in Sequential Log Data
IEEE International Conference on Big Data (Big Data 2021)1183–1192DOI: 10.1109/BigData52589.2021.9671642
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