BDML-Lab

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AI & ML interests

BDML is part of SII, focusing on Large Language Model, Knowledge Distillation, Recommender System, and AI for Education.

Recent Activity

BDML-lab authored a paper 3 days ago

EchoTrail-GUI: Building Actionable Memory for GUI Agents via Critic-Guided Self-Exploration

BDML-lab authored a paper 3 days ago

Beyond Semantic Understanding: Preserving Collaborative Frequency Components in LLM-based Recommendation

woria authored a paper 3 days ago

Break the Optimization Barrier of LLM-Enhanced Recommenders: A Theoretical Analysis and Practical Framework

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authored 2 papers 3 days ago

EchoTrail-GUI: Building Actionable Memory for GUI Agents via Critic-Guided Self-Exploration

Paper • 2512.19396 • Published Apr 7

Beyond Semantic Understanding: Preserving Collaborative Frequency Components in LLM-based Recommendation

Paper • 2508.10312 • Published Aug 14, 2025 • 1

authored a paper 3 days ago

Break the Optimization Barrier of LLM-Enhanced Recommenders: A Theoretical Analysis and Practical Framework

Paper • 2604.20490 • Published 22 days ago

authored a paper 2 months ago

Rejuvenating Cross-Entropy Loss in Knowledge Distillation for Recommender Systems

Paper • 2509.20989 • Published Sep 25, 2025 • 1