Fault-tolerant and transactional stateful serverless workflows. - Haoran Zhang; Adney Cardoza; Peter Baile Chen; Sebastian Angel; Vincent Liu 001 (OSDI, 2020)

Fault-tolerant and Transactional Stateful Serverless Workflows (extended version). - Haoran Zhang; Adney Cardoza; Peter Baile Chen; Sebastian Angel; Vincent Liu 001 (CoRR, 2020)

Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval. - Peter Baile Chen; Yi Zhang 001; Dan Roth 001 (ACL (1), 2024)

MDCR: A Dataset for Multi-Document Conditional Reasoning. - Peter Baile Chen; Yi Zhang 001; Chunwei Liu; Sejal Gupta; Yoon Kim; Mike Cafarella (EMNLP (Findings), 2024)

Sawmill: From Logs to Causal Diagnosis of Large Systems. - Markos Markakis; An Bo Chen; Brit Youngmann; Trinity Gao; Ziyu Zhang 002; Rana Shahout; Peter Baile Chen; Chunwei Liu; Ibrahim Sabek; Michael J. Cafarella (SIGMOD Conference Companion, 2024)

Is Table Retrieval a Solved Problem? Join-Aware Multi-Table Retrieval. - Peter Baile Chen; Yi Zhang 001; Dan Roth 001 (CoRR, 2024)

A Declarative System for Optimizing AI Workloads. - Chunwei Liu; Matthew Russo; Michael J. Cafarella; Lei Cao 004; Peter Baile Chen; Zui Chen; Michael J. Franklin; Tim Kraska; Samuel Madden 001; Gerardo Vitagliano (CoRR, 2024)

Making LLMs Work for Enterprise Data Tasks. - Çagatay Demiralp; Fabian Wenz; Peter Baile Chen; Moe Kayali; Nesime Tatbul; Michael Stonebraker (CoRR, 2024)

BEAVER: An Enterprise Benchmark for Text-to-SQL. - Peter Baile Chen; Fabian Wenz; Yi Zhang 001; Moe Kayali; Nesime Tatbul; Michael J. Cafarella; Çagatay Demiralp; Michael Stonebraker (CoRR, 2024)

From Logs to Causal Inference: Diagnosing Large Systems. - Markos Markakis; Brit Youngmann; Trinity Gao; Ziyu Zhang 002; Rana Shahout; Peter Baile Chen; Chunwei Liu; Ibrahim Sabek; Michael J. Cafarella (Proc. VLDB Endow., 2024)

Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method. - Peter Baile Chen; Yi Zhang 001; Mike Cafarella; Dan Roth 001 (ACL (1), 2025)

Improving DBMS Scheduling Decisions with Fine-grained Performance Prediction on Concurrent Queries - Extended. - Ziniu Wu; Markos Markakis; Chunwei Liu; Peter Baile Chen; Balakrishnan Narayanaswamy; Tim Kraska; Samuel Madden 001 (CoRR, 2025)

EnrichIndex: Using LLMs to Enrich Retrieval Indices Offline. - Peter Baile Chen; Tomer Wolfson; Michael J. Cafarella; Dan Roth 001 (CoRR, 2025)

Log-Augmented Generation: Scaling Test-Time Reasoning with Reusable Computation. - Peter Baile Chen; Yi Zhang 001; Dan Roth 001; Samuel Madden 001; Jacob Andreas; Michael J. Cafarella (CoRR, 2025)