14 citations · 30 across the 10 of their papers we have counts for
11 papers
Real-Time Cross-Layer Semantic Error Correction Using Language Models and Software-Defined Radio
Yuchen Pan, Yuyang Du, Yirun Wang +3
As Language Models (LMs) advance, Semantic Error Correction (SEC) has emerged as a promising approach for reliable network designs. Yet existing methods prioritize intent over accu…
CL-SEC: Cross-Layer Semantic Error Correction Empowered by Language Models
Yirun Wang, Yuyang Du, Soung Chang Liew +3
Achieving reliable communication has long been a fundamental challenge in networked systems. Semantic Error Correction (SEC) leverages the semantic understanding capabilities of la…
A Hybrid TDMA/CSMA Protocol for Time-Sensitive Traffic in Robot Applications
Shiqi Xu, Lihao Zhang, Yuyang Du +2
Recent progress in robotics has underscored the demand for real-time control in applications such as manufacturing, healthcare, and autonomous systems, where the timely delivery of…
VeriRAG: A Retrieval-Augmented Framework for Automated RTL Testability Repair
Haomin Qi, Yuyang Du, Lihao Zhang +3
Large language models (LLMs) have demonstrated immense potential in computer-aided design (CAD), particularly for automated debugging and verification within electronic design auto…
The Tensor Data Platform: Towards an AI-centric Database System
Apurva Gandhi, Yuki Asada, Victor Fu +6
Database engines have historically absorbed many of the innovations in data processing, adding features to process graph data, XML, object oriented, and text among many others. In…
Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem
Yuki Asada, Victor Fu, Apurva Gandhi +8
We demonstrate Tensor Query Processor (TQP): a query processor that automatically compiles relational operators into tensor programs. By leveraging tensor runtimes such as PyTorch,…
Reliable Wireless Networking via Soft-Source Information Combining
Lihao Zhang, Soung Chang Liew
This paper puts forth a multi-stream networking paradigm, referred to as soft-source-information-combining (SSIC), to support wireless Internet of Things (IoT) applications with ul…
A Just-In-Time Networking Framework for Minimizing Request-Response Latency of Wireless Time-Sensitive Applications
Lihao Zhang, Soung Chang Liew, He Chen
This paper puts forth a networking paradigm, referred to as just-in-time (JIT) communication, to support client-server applications with stringent request-response latency requirem…
Independent Ethical Assessment of Text Classification Models: A Hate Speech Detection Case Study
Amitoj Singh, Jingshu Chen, Lihao Zhang +3
An independent ethical assessment of an artificial intelligence system is an impartial examination of the system's development, deployment, and use in alignment with ethical values…
Speeding up Block Propagation in Blockchain Network: Uncoded and Coded Designs
Lihao Zhang, Taotao Wang, Soung Chang Liew
We design and validate new block propagation protocols for the peer-to-peer (P2P) network of the Bitcoin blockchain. Despite its strong protection for security and privacy, the cur…
Deep Learning for Joint MIMO Detection and Channel Decoding
Taotao Wang, Lihao Zhang, Soung Chang Liew
We propose a deep-learning approach for the joint MIMO detection and channel decoding problem. Conventional MIMO receivers adopt a model-based approach for MIMO detection and chann…