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08/02/2023
LEMMA: Learning Language-Conditioned Multi-Robot Manipulation
Complex manipulation tasks often require robots with complementary capab...
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07/18/2023
Alioth: A Machine Learning Based Interference-Aware Performance Monitor for Multi-Tenancy Applications in Public Cloud
Multi-tenancy in public clouds may lead to co-location interference on s...
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04/09/2023
ARNOLD: A Benchmark for Language-Grounded Task Learning With Continuous States in Realistic 3D Scenes
Understanding the continuous states of objects is essential for task lea...
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03/02/2023
Alexa Arena: A User-Centric Interactive Platform for Embodied AI
We introduce Alexa Arena, a user-centric simulation platform for Embodie...
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10/27/2022
AutoAttention: Automatic Field Pair Selection for Attention in User Behavior Modeling
In Click-through rate (CTR) prediction models, a user's interest is usua...
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06/23/2022
VRKitchen2.0-IndoorKit: A Tutorial for Augmented Indoor Scene Building in Omniverse
With the recent progress of simulations by 3D modeling software and game...
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06/06/2022
Effects of Augmented-Reality-Based Assisting Interfaces on Drivers' Object-wise Situational Awareness in Highly Autonomous Vehicles
Although partially autonomous driving (AD) systems are already available...
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06/01/2022
HIEN: Hierarchical Intention Embedding Network for Click-Through Rate Prediction
Click-through rate (CTR) prediction plays an important role in online ad...
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04/25/2022
Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach
Collaborative filtering (CF), as a standard method for recommendation wi...
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02/27/2022
DialFRED: Dialogue-Enabled Agents for Embodied Instruction Following
Language-guided Embodied AI benchmarks requiring an agent to navigate an...
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02/20/2022
Cross-Task Knowledge Distillation in Multi-Task Recommendation
Multi-task learning (MTL) has been widely used in recommender systems, w...
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10/31/2021
FastCover: An Unsupervised Learning Framework for Multi-Hop Influence Maximization in Social Networks
Finding influential users in social networks is a fundamental problem wi...
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03/06/2021
Show Me What You Can Do: Capability Calibration on Reachable Workspace for Human-Robot Collaboration
Aligning humans' assessment of what a robot can do with its true capabil...
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07/24/2020
Joint Mind Modeling for Explanation Generation in Complex Human-Robot Collaborative Tasks
Human collaborators can effectively communicate with their partners to f...
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02/18/2020
MoTiAC: Multi-Objective Actor-Critics for Real-Time Bidding
Online real-time bidding (RTB) is known as a complex auction game where ...
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11/07/2019
A Hierarchical Optimizer for Recommendation System Based on Shortest Path Algorithm
Top-k Nearest Geosocial Keyword (T-kNGK) query on geosocial network is d...
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10/28/2019
Learning Latent Process from High-Dimensional Event Sequences via Efficient Sampling
We target modeling latent dynamics in high-dimension marked event sequen...
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08/26/2019
NETR-Tree: An Eifficient Framework for Social-Based Time-Aware Spatial Keyword Query
The prevalence of social media and the development of geo-positioning te...
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03/25/2019
Dual Graph Attention Networks for Deep Latent Representation of Multifaceted Social Effects in Recommender Systems
Social recommendation leverages social information to solve data sparsit...
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03/13/2019
VRKitchen: an Interactive 3D Virtual Environment for Task-oriented Learning
One of the main challenges of advancing task-oriented learning such as v...
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12/08/2018
Achieving Data Truthfulness and Privacy Preservation in Data Markets
As a significant business paradigm, many online information platforms ha...
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04/28/2018
QDR-Tree: An Efcient Index Scheme for Complex Spatial Keyword Query
With the popularity of mobile devices and the development of geo-positio...
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12/22/2017
DancingLines: An Analytical Scheme to Depict Cross-Platform Event Popularity
Nowadays, events usually burst and are propagated online through multipl...
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10/16/2017
Which is better? A Modularized Evaluation for Topic Popularity Prediction
Topic popularity prediction in social networks has drawn much attention ...
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03/01/2017