activity
20162024
most citedA Length Adaptive Algorithm-Hardware Co-design of Transformer on FPGA Through Sparse Attention and Dynamic Pipelining

50 citations · 118 across the 21 of their papers we have counts for

collaborators

21 papers

cs.ET2024

SuperFlow: A Fully-Customized RTL-to-GDS Design Automation Flow for Adiabatic Quantum-Flux-Parametron Superconducting Circuits

Yanyue Xie, Peiyan Dong, Geng Yuan +10

Superconducting circuits, like Adiabatic Quantum-Flux-Parametron (AQFP), offer exceptional energy efficiency but face challenges in physical design due to sophisticated spacing and…

q-fin.ST2024

International Trade Flow Prediction with Bilateral Trade Provisions

Zijie Pan, Stepan Gordeev, Jiahui Zhao +4

This paper presents a novel methodology for predicting international bilateral trade flows, emphasizing the growing importance of Preferential Trade Agreements (PTAs) in the global…

cs.CV20242 cited

Weakly Supervised Change Detection via Knowledge Distillation and Multiscale Sigmoid Inference

Binghao Lu, Caiwen Ding, Jinbo Bi +1

Change detection, which aims to detect spatial changes from a pair of multi-temporal images due to natural or man-made causes, has been widely applied in remote sensing, disaster m…

cs.CL2024

Key Information Retrieval to Classify the Unstructured Data Content of Preferential Trade Agreements

Jiahui Zhao, Ziyi Meng, Stepan Gordeev +4

With the rapid proliferation of textual data, predicting long texts has emerged as a significant challenge in the domain of natural language processing. Traditional text prediction…

cs.LG20242 cited

Zero-Space Cost Fault Tolerance for Transformer-based Language Models on ReRAM

Bingbing Li, Geng Yuan, Zigeng Wang +6

Resistive Random Access Memory (ReRAM) has emerged as a promising platform for deep neural networks (DNNs) due to its support for parallel in-situ matrix-vector multiplication. How…

cs.LG20241 cited

Advanced Large Language Model (LLM)-Driven Verilog Development: Enhancing Power, Performance, and Area Optimization in Code Synthesis

Kiran Thorat, Jiahui Zhao, Yaotian Liu +5

The increasing use of Advanced Language Models (ALMs) in diverse sectors, particularly due to their impressive capability to generate top-tier content following linguistic instruct…