Search Results for author: Zhe Su

Found 10 papers, 4 papers with code

Is this the real life? Is this just fantasy? The Misleading Success of Simulating Social Interactions With LLMs

no code implementations8 Mar 2024 Xuhui Zhou, Zhe Su, Tiwalayo Eisape, Hyunwoo Kim, Maarten Sap

Recent advances in large language models (LLM) have enabled richer social simulations, allowing for the study of various social phenomena with LLM-based agents.

Core interface optimization for multi-core neuromorphic processors

no code implementations8 Aug 2023 Zhe Su, Hyunjung Hwang, Tristan Torchet, Giacomo Indiveri

In particular the core interface that manages inter-core spike communication is a crucial component as it represents the bottleneck of Power-Performance-Area (PPA) especially for the arbitration architecture and the routing memory.

Edge-computing

Uncovering and Categorizing Social Biases in Text-to-SQL

1 code implementation25 May 2023 Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou

In this work, we aim to uncover and categorize social biases in Text-to-SQL models.

Text-To-SQL

Knowledge-Driven New Drug Recommendation

no code implementations11 Oct 2022 Zhenbang Wu, Huaxiu Yao, Zhe Su, David M Liebovitz, Lucas M Glass, James Zou, Chelsea Finn, Jimeng Sun

However, newly approved drugs do not have much historical prescription data and cannot leverage existing drug recommendation methods.

Few-Shot Learning Multi-Label Classification

Cortical-inspired placement and routing: minimizing the memory resources in multi-core neuromorphic processors

no code implementations29 Aug 2022 Vanessa R. C. Leite, Zhe Su, Adrian M. Whatley, Giacomo Indiveri

To minimize the use of memory resources in multi-core neuromorphic processors, we propose a network design approach inspired by biological neural networks.

Dict-TTS: Learning to Pronounce with Prior Dictionary Knowledge for Text-to-Speech

1 code implementation5 Jun 2022 Ziyue Jiang, Zhe Su, Zhou Zhao, Qian Yang, Yi Ren, Jinglin Liu, Zhenhui Ye

This paper tackles the polyphone disambiguation problem from a concise and novel perspective: we propose Dict-TTS, a semantic-aware generative text-to-speech model with an online website dictionary (the existing prior information in the natural language).

Polyphone disambiguation

A hardware-software co-design approach to minimize the use of memory resources in multi-core neuromorphic processors

no code implementations1 Mar 2022 Vanessa R. C. Leite, Zhe Su, Adrian M. Whatley, Giacomo Indiveri

Both in electronics and biology, physical implementations of neural networks have severe energy and memory constraints.

Integrated Construction of Multimodal Atlases with Structural Connectomes in the Space of Riemannian Metrics

1 code implementation20 Sep 2021 Kristen M. Campbell, Haocheng Dai, Zhe Su, Martin Bauer, P. Thomas Fletcher, Sarang C. Joshi

In order to enable population-level statistical analysis of the structural connectome, we propose representing a connectome as a Riemannian metric, which is a point on an infinite-dimensional manifold.

Structural Connectome Atlas Construction in the Space of Riemannian Metrics

no code implementations9 Mar 2021 Kristen M. Campbell, Haocheng Dai, Zhe Su, Martin Bauer, P. Thomas Fletcher, Sarang C. Joshi

The structural connectome is often represented by fiber bundles generated from various types of tractography.

Shape Analysis of Surfaces Using General Elastic Metrics

1 code implementation4 Oct 2019 Zhe Su, Martin Bauer, Stephen C. Preston, Hamid Laga, Eric Klassen

In this article we introduce a family of elastic metrics on the space of parametrized surfaces in 3D space using a corresponding family of metrics on the space of vector valued one-forms.

Differential Geometry Optimization and Control 49Q10, 58B20

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