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Yue Zhang
236 publications
Jie Chen
218 publications
Lu Zhang
137 publications
Yan Yan
126 publications
Andrew McCallum
110 publications
Haoyu Wang
104 publications
Yue Yu
98 publications
Mo Yu
88 publications
Jingyi Yu
87 publications
Yi Wu
77 publications
Rui Chen
77 publications

∙ 08/28/2023

The USTC-NERCSLIP Systems for the CHiME-7 DASR Challenge

This technical report details our submission system to the CHiME-7 DASR ...

0 Ruoyu Wang, et al. ∙

∙ 05/13/2023

GSB: Group Superposition Binarization for Vision Transformer with Limited Training Samples

Affected by the massive amount of parameters, ViT usually suffers from s...

0 Tian Gao, et al. ∙

∙ 03/02/2023

BPT: Binary Point Cloud Transformer for Place Recognition

Place recognition, an algorithm to recognize the re-visited places, play...

0 Zhixing Hou, et al. ∙

∙ 01/28/2023

MetaNO: How to Transfer Your Knowledge on Learning Hidden Physics

Gradient-based meta-learning methods have primarily been applied to clas...

0 Lu Zhang, et al. ∙

∙ 11/30/2022

Knowledge-augmented Deep Learning and Its Applications: A Survey

Deep learning models, though having achieved great success in many diffe...

16 Zijun Cui, et al. ∙

∙ 10/20/2022

Learning and Retrieval from Prior Data for Skill-based Imitation Learning

Imitation learning offers a promising path for robots to learn general-p...

2 Soroush Nasiriany, et al. ∙

∙ 06/24/2022

Phasic Self-Imitative Reduction for Sparse-Reward Goal-Conditioned Reinforcement Learning

It has been a recent trend to leverage the power of supervised learning ...

0 Yunfei Li, et al. ∙

∙ 01/06/2022

Nonlocal Kernel Network (NKN): a Stable and Resolution-Independent Deep Neural Network

Neural operators have recently become popular tools for designing soluti...

44 Huaiqian You, et al. ∙

∙ 12/29/2021

Onsite Non-Line-of-Sight Imaging via Online Calibrations

There has been an increasing interest in deploying non-line-of-sight (NL...

4 Zhengqing Pan, et al. ∙

∙ 09/25/2021

Logical Credal Networks

This paper introduces Logical Credal Networks, an expressive probabilist...

0 Haifeng Qian, et al. ∙

∙ 06/15/2021

Image Feature Information Extraction for Interest Point Detection: A Comprehensive Review

Interest point detection is one of the most fundamental and critical pro...

0 Junfeng Jing, et al. ∙

∙ 06/14/2021

DAGs with No Curl: An Efficient DAG Structure Learning Approach

Recently directed acyclic graph (DAG) structure learning is formulated a...

0 Yue Yu, et al. ∙

∙ 03/19/2021

USTC-NELSLIP System Description for DIHARD-III Challenge

This system description describes our submission system to the Third DIH...

5 Yuxuan Wang, et al. ∙

∙ 02/05/2021

Integer Programming for Causal Structure Learning in the Presence of Latent Variables

The problem of finding an ancestral acyclic directed mixed graph (ADMG) ...

0 Rui Chen, et al. ∙

∙ 01/02/2021

Non-line-of-Sight Imaging via Neural Transient Fields

We present a neural modeling framework for Non-Line-of-Sight (NLOS) imag...

20 Siyuan Shen, et al. ∙

∙ 10/18/2020

DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks

This paper re-examines a continuous optimization framework dubbed NOTEAR...

0 Dennis Wei, et al. ∙

∙ 10/05/2020

MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning

Multi-hop reasoning approaches over knowledge graphs infer a missing rel...

28 Lu Zhang, et al. ∙

∙ 09/16/2020

Type-augmented Relation Prediction in Knowledge Graphs

Knowledge graphs (KGs) are of great importance to many real world applic...

0 Zijun Cui, et al. ∙

∙ 09/05/2020

"And the Winner Is...": Dynamic Lotteries for Multi-group Fairness-Aware Recommendation

As recommender systems are being designed and deployed for an increasing...

0 Nasim Sonboli, et al. ∙

∙ 02/21/2020

A Multi-Channel Neural Graphical Event Model with Negative Evidence

Event datasets are sequences of events of various types occurring irregu...

0 Tian Gao, et al. ∙

∙ 10/31/2019

Do Multi-hop Readers Dream of Reasoning Chains?

General Question Answering (QA) systems over texts require the multi-hop...

0 Haoyu Wang, et al. ∙

∙ 09/17/2019

Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering

Multi-hop question answering (QA) requires an information retrieval (IR)...

0 Ameya Godbole, et al. ∙

∙ 07/09/2019

Characterization of Overlap in Observational Studies

Overlap between treatment groups is required for nonparametric estimatio...

5 Fredrik D. Johansson, et al. ∙

∙ 06/05/2019

Generalized Linear Rule Models

This paper considers generalized linear models using rule-based features...

0 Dennis Wei, et al. ∙

∙ 06/02/2019

Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation

Introducing common sense to natural language understanding systems has r...

0 Cunxiang Wang, et al. ∙

∙ 04/22/2019

DAG-GNN: DAG Structure Learning with Graph Neural Networks

Learning a faithful directed acyclic graph (DAG) from samples of a joint...

34 Yue Yu, et al. ∙

∙ 03/12/2019

A Sequential Set Generation Method for Predicting Set-Valued Outputs

Consider a general machine learning setting where the output is a set of...

2 Tian Gao, et al. ∙

∙ 08/05/2017

e-QRAQ: A Multi-turn Reasoning Dataset and Simulator with Explanations

In this paper we present a new dataset and user simulator e-QRAQ (explai...

0 Clemens Rosenbaum, et al. ∙

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