Search Results for author: Qidong Su

Found 3 papers, 2 papers with code

A Survey on Deep Learning for Theorem Proving

1 code implementation15 Apr 2024 Zhaoyu Li, Jialiang Sun, Logan Murphy, Qidong Su, Zenan Li, Xian Zhang, Kaiyu Yang, Xujie Si

Theorem proving is a fundamental aspect of mathematics, spanning from informal reasoning in mathematical language to rigorous derivations in formal systems.

Automated Theorem Proving

The Synergy of Speculative Decoding and Batching in Serving Large Language Models

no code implementations28 Oct 2023 Qidong Su, Christina Giannoula, Gennady Pekhimenko

Large Language Models (LLMs) like GPT are state-of-the-art text generation models that provide significant assistance in daily routines.

Text Generation

DistDGL: Distributed Graph Neural Network Training for Billion-Scale Graphs

1 code implementation11 Oct 2020 Da Zheng, Chao Ma, Minjie Wang, Jinjing Zhou, Qidong Su, Xiang Song, Quan Gan, Zheng Zhang, George Karypis

To minimize the overheads associated with distributed computations, DistDGL uses a high-quality and light-weight min-cut graph partitioning algorithm along with multiple balancing constraints.

Fraud Detection graph partitioning

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