Xiaofeng Gao | DeepAI

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Song-Chun Zhu
145 publications
Junchi Yan
113 publications
Fan Wu
73 publications
Dilek Hakkani-Tur
65 publications
Gaurav S. Sukhatme
60 publications
Michael S. Ryoo
53 publications
Yiming Zhang
42 publications
Guihai Chen
37 publications
Siyuan Huang
37 publications
Xuan Li
33 publications
Demetri Terzopoulos
32 publications

∙ 08/02/2023

LEMMA: Learning Language-Conditioned Multi-Robot Manipulation

Complex manipulation tasks often require robots with complementary capab...

0 Ran Gong, et al. ∙

∙ 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...

0 Tianyao Shi, et al. ∙

∙ 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...

0 Ran Gong, et al. ∙

∙ 03/02/2023

Alexa Arena: A User-Centric Interactive Platform for Embodied AI

We introduce Alexa Arena, a user-centric simulation platform for Embodie...

0 Qiaozi Gao, et al. ∙

∙ 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...

6 Zuowu Zheng, et al. ∙

∙ 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...

2 Yizhou Zhao, et al. ∙

∙ 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...

0 Xiaofeng Gao, et al. ∙

∙ 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...

0 Zuowu Zheng, et al. ∙

∙ 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...

0 Chenxiao Yang, et al. ∙

∙ 02/27/2022

DialFRED: Dialogue-Enabled Agents for Embodied Instruction Following

Language-guided Embodied AI benchmarks requiring an agent to navigate an...

0 Xiaofeng Gao, et al. ∙

∙ 02/20/2022

Cross-Task Knowledge Distillation in Multi-Task Recommendation

Multi-task learning (MTL) has been widely used in recommender systems, w...

0 Chenxiao Yang, et al. ∙

∙ 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...

0 Runbo Ni, et al. ∙

∙ 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...

0 Xiaofeng Gao, et al. ∙

∙ 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...

10 Xiaofeng Gao, et al. ∙

∙ 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 ...

0 Chaoqi Yang, et al. ∙

∙ 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...

0 Jiacheng Dai, et al. ∙

∙ 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...

22 Qitian Wu, et al. ∙

∙ 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...

0 Zhixian Yang, et al. ∙

∙ 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...

0 Qitian Wu, et al. ∙

∙ 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...

0 Xiaofeng Gao, et al. ∙

∙ 12/08/2018

Achieving Data Truthfulness and Privacy Preservation in Data Markets

As a significant business paradigm, many online information platforms ha...

0 Chaoyue Niu, et al. ∙

∙ 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...

0 Xinshi Zang, et al. ∙

∙ 12/22/2017

DancingLines: An Analytical Scheme to Depict Cross-Platform Event Popularity

Nowadays, events usually burst and are propagated online through multipl...

0 Tianxiang Gao, et al. ∙

∙ 10/16/2017

Which is better? A Modularized Evaluation for Topic Popularity Prediction

Topic popularity prediction in social networks has drawn much attention ...

0 Yiming Zhang, et al. ∙

∙ 03/01/2017

Learning Social Affordance Grammar from Videos: Transferring Human Interactions to Human-Robot Interactions

In this paper, we present a general framework for learning social afford...

0 Tianmin Shu, et al. ∙

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