Han Guo | DeepAI

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Featured Co-authors

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344 publications
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∙ 05/24/2023

Rooted Almost-binary Phylogenetic Networks for which the Maximum Covering Subtree Problem is Solvable in Linear Time

Phylogenetic networks are a flexible model of evolution that can represe...

0 Takatora Suzuki, et al. ∙

∙ 02/08/2023

Federated Learning as Variational Inference: A Scalable Expectation Propagation Approach

The canonical formulation of federated learning treats it as a distribut...

0 Han Guo, et al. ∙

∙ 05/25/2022

RLPrompt: Optimizing Discrete Text Prompts With Reinforcement Learning

Prompting has shown impressive success in enabling large pretrained lang...

9 Mingkai Deng, et al. ∙

∙ 02/21/2022

Ligandformer: A Graph Neural Network for Predicting Compound Property with Robust Interpretation

Robust and efficient interpretation of QSAR methods is quite useful to v...

22 Jinjiang Guo, et al. ∙

∙ 06/14/2021

Text Generation with Efficient (Soft) Q-Learning

Maximum likelihood estimation (MLE) is the predominant algorithm for tra...

2 Han Guo, et al. ∙

∙ 01/25/2021

CPT: Efficient Deep Neural Network Training via Cyclic Precision

Low-precision deep neural network (DNN) training has gained tremendous a...

0 Yonggan Fu, et al. ∙

∙ 12/31/2020

FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging

Influence functions approximate the 'influences' of training data-points...

9 Han Guo, et al. ∙

∙ 11/15/2020

DORB: Dynamically Optimizing Multiple Rewards with Bandits

Policy gradients-based reinforcement learning has proven to be a promisi...

4 Ramakanth Pasunuru, et al. ∙

∙ 10/27/2020

Construction of Two Statistical Anomaly Features for Small-Sample APT Attack Traffic Classification

Advanced Persistent Threat (APT) attack, also known as directed threat a...

0 Ru Zhang, et al. ∙

∙ 02/09/2020

Butterfly factorization via randomized matrix-vector multiplications

This paper presents an adaptive randomized algorithm for computing the b...

0 Yang Liu, et al. ∙

∙ 01/13/2020

Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits

Domain adaptation performance of a learning algorithm on a target domain...

10 Han Guo, et al. ∙

∙ 04/08/2019

AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning

Multi-task learning (MTL) has achieved success over a wide range of prob...

0 Han Guo, et al. ∙

∙ 06/19/2018

Dynamic Multi-Level Multi-Task Learning for Sentence Simplification

Sentence simplification aims to improve readability and understandabilit...

0 Han Guo, et al. ∙

∙ 05/28/2018

Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation

An accurate abstractive summary of a document should contain all its sal...

0 Han Guo, et al. ∙

∙ 10/05/2017

Video Denoising and Enhancement via Dynamic Video Layering

Video denoising refers to the problem of removing "noise" from a video s...

0 Han Guo, et al. ∙

∙ 03/08/2017

Spice up Your Chat: The Intentions and Sentiment Effects of Using Emoji

Emojis, as a new way of conveying nonverbal cues, are widely adopted in ...

0 Tianran Hu, et al. ∙

∙ 10/28/2016

Correlated-PCA: Principal Components' Analysis when Data and Noise are Correlated

Given a matrix of observed data, Principal Components Analysis (PCA) com...

0 Namrata Vaswani, et al. ∙

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