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Siliang Zeng

16 papers hereh-index 11537 citations28 works total

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

author position
  • first author6
  • middle author10

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • cs.AI2
  • math.OC2
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedA Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum

26 citations · 39 across the 16 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2024

Learning Reward and Policy Jointly from Demonstration and Preference Improves Alignment

Chenliang Li, Siliang Zeng, Zeyi Liao +4

Aligning human preference and value is an important requirement for building contemporary foundation models and embodied AI. However, popular approaches such as reinforcement learn…

cs.AI2024★ 1 cited

Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment

Jiaxiang Li, Siliang Zeng, Hoi-To Wai +3

Aligning human preference and value is an important requirement for contemporary foundation models. State-of-the-art techniques such as Reinforcement Learning from Human Feedback (…

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