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.

authored a paper 4 months ago

TreeSeeker: Tree-Structured Trial, Error, and Return in Deep Search

Paper • 2606.11662 • Published Jun 10 • 11

in SII-BDML/LongNovel 4 months ago

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updated a dataset 4 months ago

SII-BDML/LongNovel

Viewer • Updated Jun 2 • 6.35k • 113 • 1

published a dataset 4 months ago

SII-BDML/LongNovel

Viewer • Updated Jun 2 • 6.35k • 113 • 1

authored 2 papers 5 months 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 5 months ago

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

Paper • 2604.20490 • Published Apr 22

authored a paper 7 months ago

Rejuvenating Cross-Entropy Loss in Knowledge Distillation for Recommender Systems

Paper • 2509.20989 • Published Sep 25, 2025 • 1