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researcher

Guangchen Lan

Purdue University

13 papers hereh-index 7204 citations18 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • first author5
  • middle author6

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.AI3
  • cs.CV2
  • cs.CR1
affiliations
  • Purdue University
Homepage

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedImproved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates

10 citations · 18 across the 12 of their papers we have counts for

collaborators
Showing 2024 · cs.CVShow all

1 paper · 2 filters

cs.CV2024

Bridging SFT and DPO for Diffusion Model Alignment with Self-Sampling Preference Optimization

Daoan Zhang, Guangchen Lan, Dong-Jun Han +8

Existing post-training techniques are broadly categorized into supervised fine-tuning (SFT) and reinforcement learning (RL) methods; the former is stable during training but suffer…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.