Search Results for author: Xihan Li

Found 5 papers, 2 papers with code

Logic Synthesis with Generative Deep Neural Networks

no code implementations7 Jun 2024 Xihan Li, Xing Li, Lei Chen, Xing Zhang, Mingxuan Yuan, Jun Wang

While deep learning has achieved significant success in various domains, its application to logic circuit design has been limited due to complex constraints and strict feasibility requirement.

Circuit Transformer: A Transformer That Preserves Logical Equivalence

1 code implementation14 Mar 2024 Xihan Li, Xing Li, Lei Chen, Xing Zhang, Mingxuan Yuan, Jun Wang

In this study, we introduce a generative neural model, the "Circuit Transformer", which eliminates such wrong predictions and produces logic circuits strictly equivalent to given Boolean functions.

Hallucination

MEMD: A Diversity-Promoting Learning Framework for Short-Text Conversation

no code implementations COLING 2018 Meng Zou, Xihan Li, Haokun Liu, Zhi-Hong Deng

Neural encoder-decoder models have been widely applied to conversational response generation, which is a research hot spot in recent years.

Conversational Response Generation Decoder +3

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