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04/06/2023
Geometric-aware Pretraining for Vision-centric 3D Object Detection
Multi-camera 3D object detection for autonomous driving is a challenging...
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01/17/2022
Learning to Reformulate for Linear Programming
It has been verified that the linear programming (LP) is able to formula...
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01/17/2022
An Improved Reinforcement Learning Algorithm for Learning to Branch
Most combinatorial optimization problems can be formulated as mixed inte...
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08/24/2021
Context-aware Telco Outdoor Localization
Recent years have witnessed the fast growth in telecommunication (Telco)...
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08/10/2021
Grassland: A Rapid Algebraic Modeling System for Million-variable Optimization
An algebraic modeling system (AMS) is a type of mathematical software fo...
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06/14/2021
Learning-Aided Heuristics Design for Storage System
Computer systems such as storage systems normally require transparent wh...
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05/27/2021
Learning to Optimize Industry-Scale Dynamic Pickup and Delivery Problems
The Dynamic Pickup and Delivery Problem (DPDP) is aimed at dynamically s...
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03/09/2021
Learning to Optimize DAG Scheduling in Heterogeneous Environment
Directed Acyclic Graph (DAG) scheduling in a heterogeneous environment i...
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08/10/2020
Bilevel Learning Model Towards Industrial Scheduling
Automatic industrial scheduling, aiming at optimizing the sequence of jo...
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08/09/2020
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19)
Novel coronavirus (COVID-19) outbreak, has raised a calamitous situation...
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05/07/2020
DFSeer: A Visual Analytics Approach to Facilitate Model Selection for Demand Forecasting
Selecting an appropriate model to forecast product demand is critical to...
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02/25/2020
Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting
This work proposes a novel approach for multiple time series forecasting...
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12/10/2019
Transfer Learning-Based Outdoor Position Recovery with Telco Data
Telecommunication (Telco) outdoor position recovery aims to localize out...
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07/29/2019
PlanningVis: A Visual Analytics Approach to Production Planning in Smart Factories
Production planning in the manufacturing industry is crucial for fully u...
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11/17/2013
Towards Big Topic Modeling
To solve the big topic modeling problem, we need to reduce both time and...
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09/25/2011
