Xiaopeng Li | DeepAI

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Featured Co-authors

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Song Wang
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Bing Xiang
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Junping Zhang
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Ramesh Nallapati
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∙ 03/09/2023

Greener yet Powerful: Taming Large Code Generation Models with Quantization

ML-powered code generation aims to assist developers to write code in a ...

0 Xiaokai Wei, et al. ∙

∙ 10/26/2022

Multi-lingual Evaluation of Code Generation Models

We present MBXP, an execution-based code completion benchmark in 10+ pro...

0 Ben Athiwaratkun, et al. ∙

∙ 10/03/2022

ContraGen: Effective Contrastive Learning For Causal Language Model

Despite exciting progress in large-scale language generation, the expres...

0 Nihal Jain, et al. ∙

∙ 10/10/2021

Hard instance learning for quantum adiabatic prime factorization

Prime factorization is a difficult problem with classical computing, who...

0 Jian Lin, et al. ∙

∙ 10/07/2021

Uncertainty Set Prediction of Aggregated Wind Power Generation based on Bayesian LSTM and Spatio-Temporal Analysis

Aggregated stochastic characteristics of geographically distributed wind...

0 Xiaopeng Li, et al. ∙

∙ 09/15/2021

Fermion Sampling Made More Efficient

Fermion sampling is to generate probability distribution of a many-body ...

0 Haoran Sun, et al. ∙

∙ 08/25/2020

Modeling and Analysis of Excess Commuting with Trip Chains

Commuting, like other types of human travel, is complex in nature, such ...

0 Yujie Hu, et al. ∙

∙ 12/01/2019

Not All Attention Is Needed: Gated Attention Network for Sequence Data

Although deep neural networks generally have fixed network structures, t...

0 Lanqing Xue, et al. ∙

∙ 12/27/2018

Reinforcement learning architecture for automated quantum-adiabatic-algorithm design

Quantum algorithm design lies in the hallmark of applications of quantum...

0 Jian Lin, et al. ∙

∙ 11/26/2018

Which One to Go: Security and Usability Evaluation of Mid-Air Gestures

With the emerging of touch-less human-computer interaction techniques an...

0 Wenyuan Xu, et al. ∙

∙ 11/21/2018

Validating the Contextual Information of Outdoor Images for Photo Misuse Detection

The contextual information (i.e., the time and location) in which a phot...

0 Xiaopeng Li, et al. ∙

∙ 08/27/2018

Review Helpfulness Assessment based on Convolutional Neural Network

In this paper we describe the implementation of a convolutional neural n...

0 Xianshan Qu, et al. ∙

∙ 08/08/2018

Neural Machine Translation Inspired Binary Code Similarity Comparison beyond Function Pairs

Binary code analysis allows analyzing binary code without having access ...

0 Fei Zuo, et al. ∙

∙ 06/01/2018

Quantum Information Scrambling Through a High-Complexity Operator Mapping

Recently, quantum information scrambling has attracted much attention am...

0 Xiaopeng Li, et al. ∙

∙ 03/16/2018

Learning Sparse Deep Feedforward Networks via Tree Skeleton Expansion

Despite the popularity of deep learning, structure learning for deep mod...

0 Zhourong Chen, et al. ∙

∙ 03/14/2018

Building Sparse Deep Feedforward Networks using Tree Receptive Fields

Sparse connectivity is an important factor behind the success of convolu...

0 Xiaopeng Li, et al. ∙

∙ 03/14/2018

Latent Tree Variational Autoencoder for Joint Representation Learning and Multidimensional Clustering

Recently, deep learning based clustering methods are shown superior to t...

0 Xiaopeng Li, et al. ∙