Jiachen Liu

Researcher, Facebook

Joined

August 2022

Names

Jiachen Liu (Preferred)

Emails

****@umich.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Facebook (meta.com)

2025 – Present

PhD student

University of Michigan - Ann Arbor (umich.edu)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Mosharaf Chowdhury

2020 – 2025

Expertise

Distributed Systems

,

Machine Learning

,

Large Language Models

2020 – Present

Publications

Agent-Native Research Artifacts
Jiachen Liu, Jiaxin Pei, Jintao Huang, Chenglei Si, Ao Qu, Xiangru Tang, Runyu Lu, Xiaoyan Bai, Haizhong Zheng, Zhiyang Chen, Zexue He, Haojie Ye, Yujuan Fu, Zijian Jin, Zhenyu Zhang, Shangquan Sun, Dianzhuo Wang, Qian-Ze Zhu, Jiachen Sun, Mingyuan Wu et al. (14 additional authors not shown)
- AgentSkills 2026 Oral
- Readers: Everyone
Curie: Toward Rigorous and Automated Computer Science Experimentation with AI Agents
Patrick Tser Jern Kon, Jiachen Liu, Qiuyi Ding, Yiming Qiu, Zhenning Yang, Yibo Huang, Jayanth Srinivasa, Myungjin Lee, Mosharaf Chowdhury, Ang Chen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
EXP-Bench: Can AI Conduct AI Research Experiments?
Patrick Tser Jern Kon, Qiuyi Ding, Jiachen Liu, Xinyi Zhu, Jingjia Peng, Jiarong Xing, Yibo Huang, Yiming Qiu, Jayanth Srinivasa, Myungjin Lee, Mosharaf Chowdhury, Matei Zaharia, Ang Chen
- ICLR 2026 Poster
- Readers: Everyone
The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization
Jae-Won Chung, Jeff J. Ma, Ruofan Wu, Jiachen Liu, Oh Jun Kweon, Yuxuan Xia, Zhiyu Wu, Mosharaf Chowdhury
- NeurIPS 2025 Datasets and Benchmarks Track spotlight
- Readers: Everyone
Venn: Resource Management For Collaborative Learning Jobs
Jiachen Liu, Fan Lai, Eric Ding, Yiwen Zhang, Mosharaf Chowdhury
- MLSys 2025
- Readers: Everyone
IaC-Eval: A Code Generation Benchmark for Cloud Infrastructure-as-Code Programs
Patrick Tser Jern Kon, Jiachen Liu, Yiming Qiu, Weijun Fan, Ting He, Lei Lin, Haoran Zhang, Owen M. Park, George Sajan Elengikal, Yuxin Kang, Ang Chen, Mosharaf Chowdhury, Myungjin Lee, Xinyu Wang
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Efficient Large Language Models: A Survey
Zhongwei Wan, Xin Wang, Che Liu, Samiul Alam, Yu Zheng, Jiachen Liu, Zhongnan Qu, Shen Yan, Yi Zhu, Quanlu Zhang, Mosharaf Chowdhury, Mi Zhang
- Accepted by TMLR
- Readers: Everyone
FedScale: Benchmarking Model and System Performance of Federated Learning at Scale
Fan Lai, Yinwei Dai, Sanjay Sri Vallabh Singapuram, Jiachen Liu, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury
- 2022 (modified: 02 Nov 2022)
- ICML 2022
- Readers: Everyone
Auxo: Heterogeneity-Mitigating Federated Learning via Scalable Client Clustering
Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha V. Madhyastha, Mosharaf Chowdhury
- Published: 01 Jan 2022, Last Modified: 16 May 2023
- CoRR 2022
- Readers: Everyone
Fluid: Resource-aware Hyperparameter Tuning Engine
Peifeng Yu, Jiachen Liu, Mosharaf Chowdhury
- Published: 01 Jan 2021, Last Modified: 16 May 2023
- MLSys 2021
- Readers: Everyone

Co-Authors

View all 75 co-authors