A benchmark of expert-level academic questions to assess AI capabilities
Long Phan, …, Junda Chen, …, Dan Hendrycks (HLE Contributors Consortium)
Nature 2026

Efficient Long-context Language Model Training by Core Attention Disaggregation
Yonghao Zhuang, Junda Chen, Bo Pang, Yi Gu, Yibo Zhu, Yimin Jiang, Ion Stoica, Eric Xing, Hao Zhang
MLSys 2026

Efficiently Serving LLM Reasoning Programs with Certaindex
Yichao Fu, Junda Chen, Siqi Zhu, Zheyu Fu, Zhongdongming Dai, Yonghao Zhuang, Yian Ma, Aurick Qiao, Tajana Rosing, Ion Stoica, Hao Zhang
NeurIPS 2025

DistServe: Disaggregating Prefill and Decoding for Goodput-optimized Large Language Model Serving
Yinmin Zhong, Shengyu Liu, Junda Chen, Jianbo Hu, Yibo Zhu, Xuanzhe Liu, Xin Jin, Hao Zhang
OSDI 2024

DataChat: An Intuitive and Collaborative Data Analytics Platform
Rogers Jeffrey Leo John, Dylan Bacon, Junda Chen, Ushmal Ramesh, Jiatong Li, Deepan Das, Robert Claus, Amos Kendall, Jignesh M Patel
SIGMOD 2023

Mnemosyne: Parallelization Strategies for Efficiently Serving Multi-Million Context Length LLM Inference Requests Without Approximations
Amey Agrawal, Junda Chen, Íñigo Goiri, Ramachandran Ramjee, Chaojie Zhang, Alexey Tumanov, Esha Choukse
Preprint

Resource-centric serverless computing
Zhiyuan Guo, Zachary Blanco, Junda Chen, Jinmou Li, Zerui Wei, Bili Dong, Ishaan Pota, Mohammad Shahrad, Harry Xu, Yiying Zhang
Preprint

Understanding Place Identity with Generative AI
Kee Moon Jang, Junda Chen, Yuhao Kang, Junghwan Kim, Jinhyung Lee, Fábio Duarte
GIScience 2023

Introducing a Query Acceleration Path for Analytics in SQLite3
Martin Prammer, Suryadev Sahadevan, Junda Chen, Jignesh Patel
CIDR 2022

Distribution of velocity gradient orientations: Mapping magnetization with the velocity gradient technique
A Lazarian, Ka Ho Yuen, Ka Wai Ho, Junda Chen, Victor Lazarian, Zekun Lu, Bo Yang, Yue Hu
The Astrophysical Journal (2018/09)

Statistical tracing of magnetic fields: comparing and improving the techniques
Ka Ho Yuen, Junda Chen, Yue Hu, Ka Wai Ho, A Lazarian, Victor Lazarian, Bo Yang, Blakesley Burkhart, Caio Correia, Jungyeon Cho, Bruno Canto, JR De Medeiros
The Astrophysical Journal (2018/09)

Machine learning model selection and explanation for multi-dimensional datasets
Jignesh Patel, Junda Chen, Dylan Paul Bacon, Jiatong Li, Ushmal Ramesh, Rogers Jeffrey Leo John
US Patent App (in progress)

Conversational syntax using constrained natural language processing for accessing datasets
Jignesh Patel, Junda Chen, Dylan Paul Bacon, Jiatong Li, Ushmal Ramesh, Rogers Jeffrey Leo John
US Patent App (in progress)