b'Jing Li'

research

∙ 09/18/2023

FedLALR: Client-Specific Adaptive Learning Rates Achieve Linear Speedup for Non-IID Data

Federated learning is an emerging distributed machine learning method, e...

0 Hao Sun, et al. ∙

research

∙ 08/19/2023

HICL: Hashtag-Driven In-Context Learning for Social Media Natural Language Understanding

Natural language understanding (NLU) is integral to various social media...

0 Hanzhuo Tan, et al. ∙

research

∙ 08/14/2023

Data Generation-based Operator Learning for Solving Partial Differential Equations on Unbounded Domains

Wave propagation problems are typically formulated as partial differenti...

0 Jihong Wang, et al. ∙

research

∙ 08/13/2023

An Adaptive Phase-Field Method for Structural Topology Optimization

In this work, we develop an adaptive algorithm for the efficient numeric...

0 Bangti Jin, et al. ∙

research

∙ 08/11/2023

Safety in Traffic Management Systems: A Comprehensive Survey

Traffic management systems play a vital role in ensuring safe and effici...

0 Wenlu Du, et al. ∙

research

∙ 06/16/2023

Magnetic Resonance Spectroscopy Quantification Aided by Deep Estimations of Imperfection Factors and Overall Macromolecular Signal

Magnetic Resonance Spectroscopy (MRS) is an important non-invasive techn...

0 Dicheng Chen, et al. ∙

research

∙ 06/15/2023

Rethinking Document-Level Relation Extraction: A Reality Check

Recently, numerous efforts have continued to push up performance boundar...

0 Jing Li, et al. ∙

research

∙ 06/12/2023

UniPoll: A Unified Social Media Poll Generation Framework via Multi-Objective Optimization

Social media platforms are essential outlets for expressing opinions, pr...

0 Yixia Li, et al. ∙

research

∙ 05/24/2023

Topic-Guided Self-Introduction Generation for Social Media Users

Millions of users are active on social media. To allow users to better s...

4 Chunpu Xu, et al. ∙

research

∙ 05/15/2023

M^6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout Analysis

Document layout analysis is a crucial prerequisite for document understa...

0 Hiuyi Cheng, et al. ∙

research

∙ 05/04/2023

2x Faster Language Model Pre-training via Masked Structural Growth

Acceleration of large language model pre-training is a critical issue in...

0 Yiqun Yao, et al. ∙

research

∙ 05/04/2023

Point Transformer For Coronary Artery Labeling

Coronary CT angiography (CCTA) scans are widely used for diagnosis of co...

0 Xu Wang, et al. ∙

research

∙ 04/28/2023

Earning Extra Performance from Restrictive Feedbacks

Many machine learning applications encounter a situation where model pro...

0 Jing Li, et al. ∙

research

∙ 04/06/2023

Can Large Language Models Play Text Games Well? Current State-of-the-Art and Open Questions

Large language models (LLMs) such as ChatGPT and GPT-4 have recently dem...

0 Chen Feng Tsai, et al. ∙

research

∙ 03/29/2023

Multi-View Clustering via Semi-non-negative Tensor Factorization

Multi-view clustering (MVC) based on non-negative matrix factorization (...

0 Jing Li, et al. ∙

research

∙ 03/27/2023

Borrowing Human Senses: Comment-Aware Self-Training for Social Media Multimodal Classification

Social media is daily creating massive multimedia content with paired im...

0 Chunpu Xu, et al. ∙

research

∙ 03/13/2023

Continuous sign language recognition based on cross-resolution knowledge distillation

The goal of continuous sign language recognition(CSLR) research is to ap...

0 Qidan Zhu, et al. ∙

research

∙ 03/06/2023

Joint Optimization of Relay Selection and Transmission Scheduling for UAV-Aided mmWave Vehicular Networks

To deal with the explosive growth of mobile traffic, millimeter-wave (mm...

0 Jing Li, et al. ∙

research

∙ 03/01/2023

AdaSAM: Boosting Sharpness-Aware Minimization with Adaptive Learning Rate and Momentum for Training Deep Neural Networks

Sharpness aware minimization (SAM) optimizer has been extensively explor...

0 Hao Sun, et al. ∙

research

∙ 03/01/2023

P^2SDF for Neural Indoor Scene Reconstruction

Given only a set of images, neural implicit surface representation has s...

0 Jing Li, et al. ∙

research

∙ 02/26/2023

Understanding Social Media Cross-Modality Discourse in Linguistic Space

The multimedia communications with texts and images are popular on socia...

4 Chunpu Xu, et al. ∙

research

∙ 01/17/2023

Audio2Gestures: Generating Diverse Gestures from Audio

People may perform diverse gestures affected by various mental and physi...

0 Jing Li, et al. ∙

research

∙ 12/04/2022

A Fine-grained Chinese Software Privacy Policy Dataset for Sequence Labeling and Regulation Compliant Identification

Privacy protection raises great attention on both legal levels and user ...

0 Kaifa Zhao, et al. ∙

research

∙ 12/01/2022

Path Planning Considering Time-Varying and Uncertain Movement Speed in Multi-Robot Automatic Warehouses: Problem Formulation and Algorithm

Path planning in the multi-robot system refers to calculating a set of a...

0 Jingchuan Chen, et al. ∙

research

∙ 11/20/2022

SafeLight: A Reinforcement Learning Method toward Collision-free Traffic Signal Control

Traffic signal control is safety-critical for our daily life. Roughly on...

0 Wenlu Du, et al. ∙

research

∙ 11/09/2022

Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind

When reading a story, humans can rapidly understand new fictional charac...

0 Mo Yu, et al. ∙

research

∙ 11/07/2022

Temporal superimposed crossover module for effective continuous sign language

The ultimate goal of continuous sign language recognition(CSLR) is to fa...

0 Qidan Zhu, et al. ∙

research

∙ 10/29/2022

2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-center Study

Objective: Radiomics, an emerging tool for medical image analysis, is po...

0 Lingwei Meng, et al. ∙

research

∙ 10/21/2022

Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation

Knowledge distillation is one of the primary methods of transferring kno...

0 Ziqi Wang, et al. ∙

research

∙ 10/20/2022

An Attention-Guided and Wavelet-Constrained Generative Adversarial Network for Infrared and Visible Image Fusion

The GAN-based infrared and visible image fusion methods have gained ever...

0 Xiaowen Liu, et al. ∙

research

∙ 10/20/2022

MBTI Personality Prediction for Fictional Characters Using Movie Scripts

An NLP model that understands stories should be able to understand the c...

0 Yisi Sang, et al. ∙

research

∙ 10/06/2022

Time Will Change Things: An Empirical Study on Dynamic Language Understanding in Social Media Classification

Language features are ever-evolving in the real-world social media envir...

0 Yuji Zhang, et al. ∙

research

∙ 08/17/2022

An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework based on Semantic Blocks

Unsupervised summarization methods have achieved remarkable results by i...

0 Xinnian Liang, et al. ∙

research

∙ 07/29/2022

Recognition of Handwritten Chinese Text by Segmentation: A Segment-annotation-free Approach

Online and offline handwritten Chinese text recognition (HTCR) has been ...

0 Dezhi Peng, et al. ∙

research

∙ 07/03/2022

Continuous Sign Language Recognition via Temporal Super-Resolution Network

Aiming at the problem that the spatial-temporal hierarchical continuous ...

0 Qidan Zhu, et al. ∙

research

∙ 06/06/2022

An inverse random source problem for the Helium production-diffusion equation driven by a fractional Brownian motion

In this paper, we consider the prediction of the helium concentrations a...

0 Jing Li, et al. ∙

research

∙ 05/18/2022

Mobility Support for Millimeter Wave Communications: Opportunities and Challenges

Millimeter-wave (mmWave) communication technology offers a potential and...

0 Jing Li, et al. ∙

research

∙ 05/18/2022

Attention-based Multimodal Feature Representation Model for Micro-video Recommendation

In recommender systems, models mostly use a combination of embedding lay...

0 Mohan Hasama, et al. ∙

research

∙ 05/01/2022

The Cross-lingual Conversation Summarization Challenge

We propose the shared task of cross-lingual conversation summarization, ...

0 Yulong Chen, et al. ∙

research

∙ 04/30/2022

A Survey of Machine Narrative Reading Comprehension Assessments

As the body of research on machine narrative comprehension grows, there ...

0 Yisi Sang, et al. ∙

research

∙ 04/21/2022

Domain Invariant Model with Graph Convolutional Network for Mammogram Classification

Due to its safety-critical property, the image-based diagnosis is desire...

8 Churan Wang, et al. ∙

research

∙ 04/20/2022

Analyzing the Intensity of Complaints on Social Media

Complaining is a speech act that expresses a negative inconsistency betw...

0 Ming Fang, et al. ∙

research

∙ 04/18/2022

Saliency in Augmented Reality

With the rapid development of multimedia technology, Augmented Reality (...

0 Huiyu Duan, et al. ∙

research

∙ 04/16/2022

TVShowGuess: Character Comprehension in Stories as Speaker Guessing

We propose a new task for assessing machines' skills of understanding fi...

9 Yisi Sang, et al. ∙

research

∙ 04/08/2022

Multi-scale temporal network for continuous sign language recognition

Continuous Sign Language Recognition (CSLR) is a challenging research ta...

0 Qidan Zhu, et al. ∙

research

∙ 03/06/2022

Doctor Recommendation in Online Health Forums via Expertise Learning

Huge volumes of patient queries are daily generated on online health for...

20 Xiaoxin Lu, et al. ∙

research

∙ 02/14/2022

Single-stage Rotate Object Detector via Two Points with Solar Corona Heatmap

Oriented object detection is a crucial task in computer vision. Current ...

0 Beihang Song, et al. ∙

research

∙ 02/11/2022

Adversarial Attacks and Defense Methods for Power Quality Recognition

Vulnerability of various machine learning methods to adversarial example...

19 Jiwei Tian, et al. ∙

research

∙ 02/02/2022

Decoupled IoU Regression for Object Detection

Non-maximum suppression (NMS) is widely used in object detection pipelin...

8 Yan Gao, et al. ∙

research

∙ 01/28/2022

Rethinking Attention-Model Explainability through Faithfulness Violation Test

Attention mechanisms are dominating the explainability of deep models. T...

0 Yibing Liu, et al. ∙

Jing Li

Featured Co-authors