2 citations · 5 across the 6 of their papers we have counts for
6 papers
What Proves You Wrong: Benchmarking Language Models on Falsifiable Research Ideation
Ziyue Wang, Aomufei Yuan, Yiran Yao +10
Large language models are increasingly used to propose research ideas, yet the prevailing ways of judging such ideas supply no shared decision rule: free-form judging sways with st…
DONAPI: Malicious NPM Packages Detector using Behavior Sequence Knowledge Mapping
Cheng Huang, Nannan Wang, Ziyan Wang +7
With the growing popularity of modularity in software development comes the rise of package managers and language ecosystems. Among them, npm stands out as the most extensive packa…
On Probability Shaping for 5G MIMO Wireless Channel with Realistic LDPC Codes
Evgeny Bobrov, Adyan Dordzhiev
Probability Shaping (PS) is a method to improve a Modulation and Coding Scheme (MCS) in order to increase reliability of data transmission. It is already implemented in some modern…
Scalable Damper-based Deterministic Networking
M. Yassine Naghmouchi, Shoushou Ren, Paolo Medagliani +2
With 5G networking, deterministic guarantees are emerging as a key enabler. In this context, we present a scalable Damper-based architecture for Large-scale Deterministic IP Networ…
Machine Learning Methods for Spectral Efficiency Prediction in Massive MIMO Systems
Evgeny Bobrov, Sergey Troshin, Nadezhda Chirkova +4
Channel decoding, channel detection, channel assessment, and resource management for wireless multiple-input multiple-output (MIMO) systems are all examples of problems where machi…
Variational Autoencoders for Precoding Matrices with High Spectral Efficiency
Evgeny Bobrov, Alexander Markov, Sviatoslav Panchenko +1
Neural networks are used for channel decoding, channel detection, channel evaluation, and resource management in multi-input and multi-output (MIMO) wireless communication systems.…