b'Liang Zhang'

research

∙ 09/05/2023

Automatic Data Transformation Using Large Language Model: An Experimental Study on Building Energy Data

Existing approaches to automatic data transformation are insufficient to...

0 Ankita Sharma, et al. ∙

research

∙ 08/31/2023

AntM^2C: A Large Scale Dataset For Multi-Scenario Multi-Modal CTR Prediction

Click-through rate (CTR) prediction is a crucial issue in recommendation...

0 ZhaoXin Huan, et al. ∙

research

∙ 08/26/2023

Graph Edit Distance Learning via Different Attention

Recently, more and more research has focused on using Graph Neural Netwo...

0 Jiaxi Lv, et al. ∙

research

∙ 08/21/2023

Explore and Tell: Embodied Visual Captioning in 3D Environments

While current visual captioning models have achieved impressive performa...

0 Anwen Hu, et al. ∙

research

∙ 08/11/2023

TrajPAC: Towards Robustness Verification of Pedestrian Trajectory Prediction Models

Robust pedestrian trajectory forecasting is crucial to developing safe a...

0 Liang Zhang, et al. ∙

research

∙ 07/14/2023

FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation

Curvilinear object segmentation is critical for many applications. Howev...

0 Tianyi Shi, et al. ∙

research

∙ 06/23/2023

Learning Descriptive Image Captioning via Semipermeable Maximum Likelihood Estimation

Image captioning aims to describe visual content in natural language. As...

0 Zihao Yue, et al. ∙

research

∙ 05/20/2023

Movie101: A New Movie Understanding Benchmark

To help the visually impaired enjoy movies, automatic movie narrating sy...

0 Zihao Yue, et al. ∙

research

∙ 05/10/2023

InfoMetIC: An Informative Metric for Reference-free Image Caption Evaluation

Automatic image captioning evaluation is critical for benchmarking and p...

0 Anwen Hu, et al. ∙

research

∙ 04/13/2023

Road Network Representation Learning: A Dual Graph based Approach

Road network is a critical infrastructure powering many applications inc...

0 Liang Zhang, et al. ∙

research

∙ 03/20/2023

Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning

Applying reinforcement learning (RL) to traffic signal control (TSC) has...

0 Liang Zhang, et al. ∙

research

∙ 03/12/2023

Accommodating Audio Modality in CLIP for Multimodal Processing

Multimodal processing has attracted much attention lately especially wit...

0 Ludan Ruan, et al. ∙

research

∙ 11/26/2022

Towards Better Document-level Relation Extraction via Iterative Inference

Document-level relation extraction (RE) aims to extract the relations be...

0 Liang Zhang, et al. ∙

research

∙ 11/15/2022

Region Embedding with Intra and Inter-View Contrastive Learning

Unsupervised region representation learning aims to extract dense and ef...

0 Liang Zhang, et al. ∙

research

∙ 11/12/2022

Deep Reinforcement Learning with Vector Quantized Encoding

Human decision-making often involves combining similar states into categ...

0 Liang Zhang, et al. ∙

research

∙ 11/12/2022

Using Features at Multiple Temporal and Spatial Resolutions to Predict Human Behavior in Real Time

When performing complex tasks, humans naturally reason at multiple tempo...

0 Liang Zhang, et al. ∙

research

∙ 11/02/2022

DynamicLight: Dynamically Tuning Traffic Signal Duration with DRL

Deep reinforcement learning (DRL) is becoming increasingly popular in im...

0 Liang Zhang, et al. ∙

research

∙ 10/26/2022

LinearCoFold and LinearCoPartition: Linear-Time Algorithms for Secondary Structure Prediction of Interacting RNA molecules

Many ncRNAs function through RNA-RNA interactions. Fast and reliable RNA...

0 He Zhang, et al. ∙

research

∙ 10/14/2022

ENTS: An Edge-native Task Scheduling System for Collaborative Edge Computing

Collaborative edge computing (CEC) is an emerging paradigm enabling shar...

0 Mingjin Zhang, et al. ∙

research

∙ 07/18/2022

MobileCodec: Neural Inter-frame Video Compression on Mobile Devices

Realizing the potential of neural video codecs on mobile devices is a bi...

0 Hoang Le, et al. ∙

research

∙ 07/14/2022

Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model

Recently brain networks have been widely adopted to study brain dynamics...

0 Haoteng Tang, et al. ∙

research

∙ 06/29/2022

LinearAlifold: Linear-Time Consensus Structure Prediction for RNA Alignments

Predicting the consensus structure of a set of aligned RNA homologs is a...

0 Liang Zhang, et al. ∙

research

∙ 06/27/2022

Probabilistic network topology prediction for active planning:An adaptive algorithm and application

This paper tackles the problem of active planning to achieve cooperative...

0 Liang Zhang, et al. ∙

research

∙ 06/07/2022

Spatial Parsing and Dynamic Temporal Pooling networks for Human-Object Interaction detection

The key of Human-Object Interaction(HOI) recognition is to infer the rel...

0 Hongsheng Li, et al. ∙

research

∙ 06/01/2022

Bring Your Own Algorithm for Optimal Differentially Private Stochastic Minimax Optimization

We study differentially private (DP) algorithms for smooth stochastic mi...

0 Liang Zhang, et al. ∙

research

∙ 06/01/2022

Digital Twin for Networking: A Data-driven Performance Modeling Perspective

Emerging technologies and applications make the network unprecedentedly ...

0 Linbo Hui, et al. ∙

research

∙ 05/28/2022

Uniform Convergence and Generalization for Nonconvex Stochastic Minimax Problems

This paper studies the uniform convergence and generalization bounds for...

0 Siqi Zhang, et al. ∙

research

∙ 04/28/2022

Learning from Pixel-Level Noisy Label : A New Perspective for Light Field Saliency Detection

Saliency detection with light field images is becoming attractive given ...

0 Mingtao Feng, et al. ∙

research

∙ 04/26/2022

Landing AI on Networks: An equipment vendor viewpoint on Autonomous Driving Networks

The tremendous achievements of Artificial Intelligence (AI) in computer ...

0 Dario Rossi, et al. ∙

research

∙ 04/21/2022

A Masked Image Reconstruction Network for Document-level Relation Extraction

Document-level relation extraction aims to extract relations among entit...

0 Liang Zhang, et al. ∙

research

∙ 04/12/2022

Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition

Nested named entity recognition (NER) aims to identify the entity bounda...

0 Yuan Sui, et al. ∙

research

∙ 04/11/2022

ConSLT: A Token-level Contrastive Framework for Sign Language Translation

Sign language translation (SLT) is an important technology that can brid...

0 Biao Fu, et al. ∙

research

∙ 04/07/2022

DynLight: Realize dynamic phase duration with multi-level traffic signal control

Adopting reinforcement learning (RL) for traffic signal control is incre...

0 Liang Zhang, et al. ∙

research

∙ 04/01/2022

NC-DRE: Leveraging Non-entity Clue Information for Document-level Relation Extraction

Document-level relation extraction (RE), which requires reasoning on mul...

0 Liang Zhang, et al. ∙

research

∙ 03/26/2022

A Densely Connected Criss-Cross Attention Network for Document-level Relation Extraction

Document-level relation extraction (RE) aims to identify relations betwe...

0 Liang Zhang, et al. ∙

research

∙ 02/01/2022

Finite-time enclosing control for multiple moving targets: a continuous estimator approach

This work addresses the finite-time enclosing control problem where a se...

0 Liang Zhang, et al. ∙

research

∙ 12/30/2021

Knowledge intensive state design for traffic signal control

There is a general trend of applying reinforcement learning (RL) techniq...

0 Liang Zhang, et al. ∙

research

∙ 12/19/2021

Expression is enough: Improving traffic signal control with advanced traffic state representation

Recently, finding fundamental properties for traffic state representatio...

0 Liang Zhang, et al. ∙

research

∙ 12/04/2021

Efficient Pressure: Improving efficiency for signalized intersections

Since conventional approaches could not adapt to dynamic traffic conditi...

0 Qiang Wu, et al. ∙

research

∙ 09/29/2021

Dynamic probabilistic predictable feature analysis for high dimensional temporal monitoring

Dynamic statistical process monitoring methods have been widely studied ...

0 Wei Fan, et al. ∙

research

∙ 08/19/2021

Spatio-Temporal Interaction Graph Parsing Networks for Human-Object Interaction Recognition

For a given video-based Human-Object Interaction scene, modeling the spa...

0 Ning Wang, et al. ∙

research

∙ 08/16/2021

Deep Natural Language Processing for LinkedIn Search

Many search systems work with large amounts of natural language data, e....

0 Weiwei Guo, et al. ∙

research

∙ 07/30/2021

Deep Natural Language Processing for LinkedIn Search Systems

Many search systems work with large amounts of natural language data, e....

0 Weiwei Guo, et al. ∙

research

∙ 06/24/2021

A Systematic Collection of Medical Image Datasets for Deep Learning

The astounding success made by artificial intelligence (AI) in healthcar...

39 Johann Li, et al. ∙

research

∙ 04/22/2021

MeSIN: Multilevel Selective and Interactive Network for Medication Recommendation

Recommending medications for patients using electronic health records (E...

0 Yang An, et al. ∙

research

∙ 03/30/2021

Free-form Description Guided 3D Visual Graph Network for Object Grounding in Point Cloud

3D object grounding aims to locate the most relevant target object in a ...

0 Mingtao Feng, et al. ∙

research

∙ 12/17/2020

Smoothed Gaussian Mixture Models for Video Classification and Recommendation

Cluster-and-aggregate techniques such as Vector of Locally Aggregated De...

0 Sirjan Kafle, et al. ∙

research

∙ 12/16/2020

More Industry-friendly: Federated Learning with High Efficient Design

Although many achievements have been made since Google threw out the par...

0 Dingwei Li, et al. ∙

research

∙ 10/12/2020

How does Weight Correlation Affect the Generalisation Ability of Deep Neural Networks

This paper studies the novel concept of weight correlation in deep neura...

1 Gaojie Jin, et al. ∙

research

∙ 08/06/2020

DeText: A Deep Text Ranking Framework with BERT

Ranking is the most important component in a search system. Mostsearch s...

0 Weiwei Guo, et al. ∙

Liang Zhang

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