b'YI LIU'

research

∙ 09/11/2023

Incorporating Pre-trained Model Prompting in Multimodal Stock Volume Movement Prediction

Multimodal stock trading volume movement prediction with stock-related n...

0 Ruibo Chen, et al. ∙

research

∙ 09/04/2023

Average treatment effect on the treated, under lack of positivity

The use of propensity score (PS) methods has become ubiquitous in causal...

0 YI LIU, et al. ∙

research

∙ 08/24/2023

A Small and Fast BERT for Chinese Medical Punctuation Restoration

In clinical dictation, utterances after automatic speech recognition (AS...

0 Tongtao Ling, et al. ∙

research

∙ 08/15/2023

Self-Supervised Dynamic Hypergraph Recommendation based on Hyper-Relational Knowledge Graph

Knowledge graphs (KGs) are commonly used as side information to enhance ...

0 YI LIU, et al. ∙

research

∙ 08/04/2023

ExploitFlow, cyber security exploitation routes for Game Theory and AI research in robotics

This paper addresses the prevalent lack of tools to facilitate and empow...

0 Víctor Mayoral Vilches, et al. ∙

research

∙ 07/14/2023

SLSSNN: High energy efficiency spike-train level spiking neural networks with spatio-temporal conversion

Brain-inspired spiking neuron networks (SNNs) have attracted widespread ...

0 Changqing Xu, et al. ∙

research

∙ 07/07/2023

A Joint Design for Full-duplex OFDM AF Relay System with Precoded Short Guard Interval

In-band full-duplex relay (FDR) has attracted much attention as an effec...

0 Pu Yang, et al. ∙

research

∙ 06/17/2023

Online Local Differential Private Quantile Inference via Self-normalization

Based on binary inquiries, we developed an algorithm to estimate populat...

0 YI LIU, et al. ∙

research

∙ 05/27/2023

Towards Better Entity Linking with Multi-View Enhanced Distillation

Dense retrieval is widely used for entity linking to retrieve entities f...

1 YI LIU, et al. ∙

research

∙ 05/21/2023

Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter

Federated Multilingual Neural Machine Translation (Fed-MNMT) has emerged...

2 YI LIU, et al. ∙

research

∙ 05/19/2023

SFP: Spurious Feature-targeted Pruning for Out-of-Distribution Generalization

Model substructure learning aims to find an invariant network substructu...

1 ingchun Wang, et al. ∙

research

∙ 05/10/2023

Maximal Leakage of Masked Implementations Using Mrs. Gerber's Lemma for Min-Entropy

A common countermeasure against side-channel attacks on secret key crypt...

0 Julien Béguinot, et al. ∙

research

∙ 05/08/2023

SegGPT Meets Co-Saliency Scene

Co-salient object detection targets at detecting co-existed salient obje...

7 YI LIU, et al. ∙

research

∙ 05/05/2023

AsConvSR: Fast and Lightweight Super-Resolution Network with Assembled Convolutions

In recent years, videos and images in 720p (HD), 1080p (FHD) and 4K (UHD...

7 Jiaming Guo, et al. ∙

research

∙ 04/17/2023

DETRs Beat YOLOs on Real-time Object Detection

Recently, end-to-end transformer-based detectors (DETRs) have achieved r...

15 Wenyu Lv, et al. ∙

research

∙ 04/11/2023

PP-MobileSeg: Explore the Fast and Accurate Semantic Segmentation Model on Mobile Devices

The success of transformers in computer vision has led to several attemp...

4 Shiyu Tang, et al. ∙

research

∙ 03/27/2023

The nonconforming virtual element method with curved edges

We introduce a nonconforming virtual element method for the Poisson equa...

0 Lourenco Beirao da Veiga, et al. ∙

research

∙ 03/21/2023

LogQA: Question Answering in Unstructured Logs

Modern systems produce a large volume of logs to record run-time status ...

0 Shaohan Huang, et al. ∙

research

∙ 03/10/2023

Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection

Open-vocabulary object detection aims to provide object detectors traine...

0 Luting Wang, et al. ∙

research

∙ 03/06/2023

Angel-PTM: A Scalable and Economical Large-scale Pre-training System in Tencent

Recent years have witnessed the unprecedented achievements of large-scal...

8 Xiaonan Nie, et al. ∙

research

∙ 02/24/2023

Statistical Principles for Platform Trials

While within a clinical study there may be multiple doses and endpoints,...

0 Xinping Cui, et al. ∙

research

∙ 02/21/2023

DSL-Assembly: A Robust and Safe Assembly Strategy

A reinforcement learning (RL) based method that enables the robot to acc...

0 YI LIU, et al. ∙

research

∙ 02/10/2023

XFL: A High Performace, Lightweighted Federated Learning Framework

This paper introduces XFL, an industrial-grade federated learning projec...

1 Hong Wang, et al. ∙

research

∙ 01/13/2023

Knowledge Enhancement for Contrastive Multi-Behavior Recommendation

A well-designed recommender system can accurately capture the attributes...

4 Hongrui Xuan, et al. ∙

research

∙ 01/11/2023

Efficient Preference-Based Reinforcement Learning Using Learned Dynamics Models

Preference-based reinforcement learning (PbRL) can enable robots to lear...

12 YI LIU, et al. ∙

research

∙ 01/02/2023

SIRL: Similarity-based Implicit Representation Learning

When robots learn reward functions using high capacity models that take ...

13 Andreea Bobu, et al. ∙

research

∙ 12/07/2022

Efficient Stein Variational Inference for Reliable Distribution-lossless Network Pruning

Network pruning is a promising way to generate light but accurate models...

5 Yingchun Wang, et al. ∙

research

∙ 12/06/2022

InternVideo: General Video Foundation Models via Generative and Discriminative Learning

The foundation models have recently shown excellent performance on a var...

4 Yi Wang, et al. ∙

research

∙ 11/17/2022

InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges

In this report, we present our champion solutions to five tracks at Ego4...

0 Guo Chen, et al. ∙

research

∙ 11/17/2022

Token-level Speaker Change Detection Using Speaker Difference and Speech Content via Continuous Integrate-and-fire

In multi-talker scenarios such as meetings and conversations, speech pro...

0 Zhiyun Fan, et al. ∙

research

∙ 11/15/2022

Foveated Rendering: a State-of-the-Art Survey

Recently, virtual reality (VR) technology has been widely used in medica...

0 Lili Wang, et al. ∙

research

∙ 11/15/2022

CaDM: Codec-aware Diffusion Modeling for Neural-enhanced Video Streaming

Recent years have witnessed the dramatic growth of Internet video traffi...

18 Qihua Zhou, et al. ∙

research

∙ 11/14/2022

Feature Correlation-guided Knowledge Transfer for Federated Self-supervised Learning

To eliminate the requirement of fully-labeled data for supervised model ...

17 YI LIU, et al. ∙

research

∙ 11/04/2022

PP-YOLOE-R: An Efficient Anchor-Free Rotated Object Detector

Arbitrary-oriented object detection is a fundamental task in visual scen...

5 Xinxin Wang, et al. ∙

research

∙ 10/24/2022

Overlap, matching, or entropy weights: what are we weighting for?

There has been a recent surge in statistical methods for handling the la...

0 Roland A. Matsouaka, et al. ∙

research

∙ 10/20/2022

VideoPipe 2022 Challenge: Real-World Video Understanding for Urban Pipe Inspection

Video understanding is an important problem in computer vision. Currentl...

4 YI LIU, et al. ∙

research

∙ 10/20/2022

RAIS: Robust and Accurate Interactive Segmentation via Continual Learning

Interactive image segmentation aims at segmenting a target region throug...

12 Yuying Hao, et al. ∙

research

∙ 10/17/2022

Identification, Amplification and Measurement: A bridge to Gaussian Differential Privacy

Gaussian differential privacy (GDP) is a single-parameter family of priv...

0 YI LIU, et al. ∙

research

∙ 10/17/2022

EISeg: An Efficient Interactive Segmentation Tool based on PaddlePaddle

In recent years, the rapid development of deep learning has brought grea...

13 Yuying Hao, et al. ∙

research

∙ 10/12/2022

Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation

Deep neural networks (DNNs) have been shown to be vulnerable to adversar...

14 Zeyu Qin, et al. ∙

research

∙ 10/11/2022

PP-StructureV2: A Stronger Document Analysis System

A large amount of document data exists in unstructured form such as raw ...

9 Chenxia Li, et al. ∙

research

∙ 10/06/2022

FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training

Controllable text generation systems often leverage control codes to dir...

9 Junyi Chai, et al. ∙

research

∙ 09/23/2022

Periodic Graph Transformers for Crystal Material Property Prediction

We consider representation learning on periodic graphs encoding crystal ...

38 Keqiang Yan, et al. ∙

research

∙ 09/22/2022

Variance estimation for the average treatment effects on the treated and on the controls

Common causal estimands include the average treatment effect (ATE), the ...

0 Roland A. Matsouaka, et al. ∙

research

∙ 09/16/2022

Web Application Weakness Ontology Based on Vulnerability Data

Web applications are becoming more ubiquitous. All manner of physical de...

0 Onyeka Ezenwoye, et al. ∙

research

∙ 09/08/2022

A Nonparametric Contextual Bandit with Arm-level Eligibility Control for Customer Service Routing

Amazon Customer Service provides real-time support for millions of custo...

4 Ruofeng Wen, et al. ∙

research

∙ 08/30/2022

EasyScale: Accuracy-consistent Elastic Training for Deep Learning

Distributed synchronized GPU training is commonly used for deep learning...

0 Mingzhen Li, et al. ∙

research

∙ 08/06/2022

DeepGen: Diverse Search Ad Generation and Real-Time Customization

We present DeepGen, a system deployed at web scale for automatically cre...

7 Konstantin Golobokov, et al. ∙

research

∙ 07/31/2022

Ultra-low Latency Adaptive Local Binary Spiking Neural Network with Accuracy Loss Estimator

Spiking neural network (SNN) is a brain-inspired model which has more sp...

1 Changqing Xu, et al. ∙

research

∙ 07/26/2022

Learning Protein Representations via Complete 3D Graph Networks

We consider representation learning for proteins with 3D structures. We ...

20 Limei Wang, et al. ∙

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