Bin Chen

ConRec: A Software Framework for Context-Aware Recommendation Based on Dynamic and Personalized Context

2015

Contextual information is proven helpful to recommender system. And context-aware recommender system(CARS) has been applied in various applications. To improve the accuracy of context-aware recommendation and make recommender application development easier, we develop a lightweight …

An Adaptive Model Ensemble Adversarial Attack for Boosting Adversarial Transferability

2023 · arXiv (Cornell University)

While the transferability property of adversarial examples allows the adversary to perform black-box attacks (i.e., the attacker has no knowledge about the target model), the transfer-based adversarial attacks have gained great attention. Previous works mostly …

Adjacency-hopping de Bruijn Sequences for Non-repetitive Coding

2023 · arXiv (Cornell University)

A special type of cyclic sequences named adjacency-hopping de Bruijn sequences is introduced in this paper. It is theoretically proved the existence of such sequences, and the number of such sequences is derived. These sequences …

Research on Data Quality Collaborative Optimization under Two-layer Architecture of Dispatching and Control Cloud

2025

Based on the characteristics of cloud computing and edge computing, this paper proposes a data quality collaborative optimization method under the two-layer architecture of dispatching and control cloud, while considering node resource management, node network …

Data Skeleton Learning: Scalable Active Clustering with Sparse Graph Structures

2025 · arXiv (Cornell University)

In this work, we focus on the efficiency and scalability of pairwise constraint-based active clustering, crucial for processing large-scale data in applications such as data mining, knowledge annotation, and AI model pre-training. Our goals are …