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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Dayan Pan

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Book Open access Aug 2026

Dynamic Positional Attention Modulation for Parameter-Efficient Fine-Tuning of Large Language Models

DyPAM (Dynamic Positional Attention Modulation) is proposed, a PEFT method that adapts how positional information contributes to attention by operating directly on the query and key representations, performing fine-grained adaptation of positional attention aligned with the RoPE-induced structure without modifying the...

Dayan Pan, Jing-Yuan Wang, Xie Yu · 0 citations
Book Open access Aug 2026

AgentCity: An AI-Maintained Continuous Benchmark for Traffic Prediction

This work presents AgentCity, an AI-maintained framework for the continuous construction and evaluation of traffic prediction benchmarks and validate the reliability of AgentCity through benchmark validation studies on reproduction fidelity and consistency across different code-oriented agents.

Dayan Pan, Hongkang Su, Jing-Yuan Wang et al. · 0 citations
Book Open access Aug 2026

AgentCity: An AI-Maintained Continuous Benchmark for Traffic Prediction

Traffic prediction is a fundamental component of intelligent transportation systems, and recent research has explored a wide range of prediction tasks and modeling approaches. While several benchmarking frameworks have been proposed to support fair and reproducible evaluation, most existing benchmarks rely on manual ma...

Dayan Pan, Hongkang Su, Jingyuan Wang et al. · 0 citations

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