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🏛 Snowflake

3 papers across 2 sessions

Poster Session 2

2 papers
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
SQLens: An End-to-End Framework for Error Detection and Correction in Text-to-SQL
#1908 · Yue Gong, Chuan Lei, Xiao Qin, Kapil Vaidya, Balakrishnan Narayanaswamy, Tim Kraska
Efficiently Scaling LLM Reasoning Programs with Certaindex
#3706 · Yichao Fu, Junda Chen, Siqi Zhu, Fu, Zhongdongming Dai, Yonghao Zhuang, Yian Ma, Aurick Qiao, Tajana S Rosing, Ion Stoica, Hao Zhang

Poster Session 5

1 paper
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications
#816 Spotlight · Gabriele Oliaro, Zhihao Jia, Daniel Campos, Aurick Qiao

A model-free speculative decoding method that accelerates agentic AI workloads using suffix trees. Achieves 5.3x speedup on multi-agent tasks.