Jingbo Yang | UC Santa Barbara

Bio

Hi! I am a second-year Ph.D. student in computer science at University of California, Santa Barbara(UCSB). I am fortunate to be advised by Prof. Shiyu Chang. My current research interest mainly lies in improving the training and inference efficiency of LLMs and LLM powered agents.

Previously, I was a master student of the Data Lab at Rice University under the supervision of Prof. Xia (Ben) Hu, and I obtained my bachelor degree in computer science at Wuhan University under the supervision of Prof. Yaochu Jin.

Publications

^‡ indicates authors with equal contribution/advising.

Ares: Adaptive Reasoning Effort Selection for Efficient LLM Agents

Jingbo Yang, Bairu Hou, Wei Wei, Yujia Bao^‡, Shiyu Chang^‡

preprint. arXiv 2603.07915

Paper Code

WebDART: Dynamic Decomposition and Re-planning for Complex Web Tasks

Jingbo Yang, Bairu Hou, Wei Wei, Shiyu Chang, Yujia Bao

preprint. arXiv 2510.06587

Paper Code

KVLINK: Accelerating Large Language Models via Efficient KV Cache Reuse

Jingbo Yang^‡, Bairu Hou^‡, Wei Wei, Yujia Bao, Shiyu Chang

NeurIPS'25

Paper Code

Self-Resource Allocation in Multi-Agent LLM Systems

Alfonso Amayuelas, Jingbo Yang, Saaket Agashe, Ashwin Nagarajan, Antonis Antoniades, Xin Eric Wang, William Wang

ICML 2025 MAS Workshop

Paper

Vitæ

Accenture 2025 Summer

Research Intern
Mountain View, CA
Mentor: Yujia Bao
UC Santa Barbara 2024 - now

Ph.D. Student
Santa Barbara, CA
AutoEdge.ai 2023-2024

Machine Learning Engineer Intern
Sacramento, CA
SAP Labs 2023 Summer

Software Engineer Intern
Rice University 2022 - 2023

Master student
Houston, TX
Wuhan University 2018 - 2022

B.S. student
Wuhan, China

Misc

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