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Siyang Cheng

2 papers hereh-index 11 citations3 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.CR1
same name
  • Siyang Cheng — 1 paper, h 10

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

works on
agentic systems 1cost-quality tradeoff 1data flywheel 1large language model agents 1model routing 1

From the 1 of 2 linked papers with an AI index.

collaborators

2 papers

cs.CL2026

Agentic Routing: The Harness-Native Data Flywheel

Xinchen Liu, Hang Zhou, Yingjie Zong +12

The paper introduces a step‑level routing framework for large language model agents that selects the most suitable model(s) based on the full execution harness state, using logged…

cs.CR2025

ForgeDAN: An Evolutionary Framework for Jailbreaking Aligned Large Language Models

Siyang Cheng, Gaotian Liu, Rui Mei +7

The rapid adoption of large language models (LLMs) has brought both transformative applications and new security risks, including jailbreak attacks that bypass alignment safeguards…

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