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Si-Heng Chen

38 papers hereh-index 201.7k citations46 works total

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

author position
  • middle author18
  • last author17

Across the 35 of 38 papers where every author was matched, so the position is known.

fields
  • cs.AI12
  • cs.LG9
  • cs.CL7
  • cs.CV7
  • cs.CR3
same name
  • Si-Heng Chen — 6 papers, h 2
  • Si-Heng Chen — 1 paper, h 1
  • Si-Heng Chen — 1 paper, h 1
  • Si-Heng Chen — 1 paper, h 0

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

activity
20222026
most citedFedDisco: Federated Learning with Discrepancy-Aware Collaboration

25 citations · 63 across the 37 of their papers we have counts for

collaborators
Showing 2024 · cs.AIShow all

3 papers · 2 filters

cs.AI2024

Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation

Shuo Tang, Xianghe Pang, Zexi Liu +6

Post-training is essential for enabling large language models (LLMs) to follow human instructions. However, its effectiveness depends on high-quality instruction data, which is cha…

cs.AI2024

Robust Collaborative Perception without External Localization and Clock Devices

Zixing Lei, Zhenyang Ni, Ruize Han +5

A consistent spatial-temporal coordination across multiple agents is fundamental for collaborative perception, which seeks to improve perception abilities through information excha…

cs.AI2024★ 5 cited

Language-Driven Interactive Traffic Trajectory Generation

Junkai Xia, Chenxin Xu, Qingyao Xu +3

Realistic trajectory generation with natural language control is pivotal for advancing autonomous vehicle technology. However, previous methods focus on individual traffic particip…

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