Learning to Select Prototypical Parts for Interpretable Sequential Data Modeling

1 code implementation • 7 Dec 2022 • Yifei Zhang, Neng Gao, Cunqing Ma

Prototype-based interpretability methods provide intuitive explanations of model prediction by comparing samples to a reference set of memorized exemplars or typical representatives in terms of similarity.

CARec: Content-Aware Point-of-Interest Recommendation via Adaptive Bayesian Personalized Ranking

1 code implementation • International Conference on Neural Information Processing 2019 • Baoping Liu, Yijun Su, Daren Zha, Neng Gao, Ji Xiang.

First, we make full use of users’ check-in records and reviews to capture users’ intrinsic preferences (i. e., check-in, sentiment, and topic preferences).

Recommendation Systems

Hey, you, keep away from my device: remotely implanting a virus expeller to defeat Mirai on IoT devices

no code implementations • 19 Jun 2017 • Chen Cao, Le Guan, Peng Liu, Neng Gao, Jingqiang Lin, Ji Xiang

In particular, at a negotiated time slot, a customer is required to reboot the compromised device, then a "white" Mirai operated by the manufacturer breaks into the clean-state IoT devices immediately.

Cryptography and Security

Context-aware System Service Call-oriented Symbolic Execution of Android Framework with Application to Exploit Generation

no code implementations • 2 Nov 2016 • Lannan Luo, Qiang Zeng, Chen Cao, Kai Chen, Jian Liu, Limin Liu, Neng Gao, Min Yang, Xinyu Xing, Peng Liu

We present novel ideas and techniques to resolve the challenges, and have built the first system for symbolic execution of Android Framework.

Cryptography and Security Software Engineering