b'Yan Zhang'

research

∙ 07/29/2022

PC-GANs: Progressive Compensation Generative Adversarial Networks for Pan-sharpening

The fusion of multispectral and panchromatic images is always dubbed pan...

Yinghui Xing, et al. ∙

research

∙ 07/26/2022

Compositional Human-Scene Interaction Synthesis with Semantic Control

Synthesizing natural interactions between virtual humans and their 3D en...

Kaifeng Zhao, et al. ∙

research

∙ 07/09/2022

Digital Twin Assisted Task Offloading for Aerial Edge Computing and Networks

Considering the user mobility and unpredictable mobile edge computing (M...

Bin Li, et al. ∙

research

∙ 07/06/2022

Incentivizing Proof-of-Stake Blockchain for Secured Data Collection in UAV-Assisted IoT: A Multi-Agent Reinforcement Learning Approach

The Internet of Things (IoT) can be conveniently deployed while empoweri...

Xiao Tang, et al. ∙

research

∙ 07/04/2022

Service Modeling and Delay Analysis of Packet Delivery over a Wireless Link

For delay analysis of packet delivery over a wireless link, several nove...

Yan Zhang, et al. ∙

research

∙ 06/27/2022

A Formal Specification of Operating System based on ARINC 653

In this paper, by using the formal language Circus, we give a formal spe...

Ziyan Wang, et al. ∙

research

∙ 06/26/2022

Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network

Session-based recommendation (SBR) aims to predict the user next action ...

Peiyan Zhang, et al. ∙

research

∙ 06/26/2022

Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation

Session-based recommendation (SBR) aims to predict the user next action ...

Jiayan Guo, et al. ∙

research

∙ 06/25/2022

Towards Modern Card Games with Large-Scale Action Spaces Through Action Representation

Axie infinity is a complicated card game with a huge-scale action space....

Zhiyuan Yao, et al. ∙

research

∙ 05/19/2022

Joint Communication and Sensing: Models and Potentials of Using MIMO

The sixth-generation (6G) network is envisioned to integrate communicati...

Xinran Fang, et al. ∙

research

∙ 04/15/2022

ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification

Document-level Event Causality Identification (DECI) aims to identify ca...

Meiqi Chen, et al. ∙

research

∙ 04/01/2022

Diverse Preference Augmentation with Multiple Domains for Cold-start Recommendations

Cold-start issues have been more and more challenging for providing accu...

Yan Zhang, et al. ∙

research

∙ 03/23/2022

IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks

Traditionally, a debate usually requires a manual preparation process, i...

Liying Cheng, et al. ∙

research

∙ 03/15/2022

Zero Trust Architecture for 6G Security

The upcoming sixth generation (6G) network is envisioned to be more open...

Xu Chen, et al. ∙

research

∙ 02/13/2022

Deep Graph Learning for Spatially-Varying Indoor Lighting Prediction

Lighting prediction from a single image is becoming increasingly importa...

Jiayang Bai, et al. ∙

research

∙ 01/27/2022

Wireless Energy Transfer in RIS-Aided Cell-Free Massive MIMO Systems: Opportunities and Challenges

In future sixth-generation (6G) mobile networks, the Internet-of-Everyth...

Enyu Shi, et al. ∙

research

∙ 01/22/2022

Reconfigurable Intelligent Surfaces with Outdated Channel State Information: Centralized vs. Distributed Deployments

In this paper, we investigate the performance of an RIS-aided wireless c...

Yan Zhang, et al. ∙

research

∙ 12/19/2021

SAGA: Stochastic Whole-Body Grasping with Contact

Human grasping synthesis has numerous applications including AR/VR, vide...

Yan Wu, et al. ∙

research

∙ 12/16/2021

The Wanderings of Odysseus in 3D Scenes

Our goal is to populate digital environments, in which the digital human...

Yan Zhang, et al. ∙

research

∙ 12/16/2021

Pay More Attention to History: A Context Modeling Strategy for Conversational Text-to-SQL

Conversational text-to-SQL aims at converting multi-turn natural languag...

Yuntao Li, et al. ∙

research

∙ 12/14/2021

EgoBody: Human Body Shape, Motion and Social Interactions from Head-Mounted Devices

Understanding social interactions from first-person views is crucial for...

Siwei Zhang, et al. ∙

research

∙ 11/23/2021

Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation

Most set prediction models in deep learning use set-equivariant operatio...

Yan Zhang, et al. ∙

research

∙ 11/19/2021

Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning

Retrieve-based dialogue response selection aims to find a proper respons...

Yuntao Li, et al. ∙

research

∙ 11/12/2021

RATE: Overcoming Noise and Sparsity of Textual Features in Real-Time Location Estimation

Real-time location inference of social media users is the fundamental of...

Yu Zhang, et al. ∙

research

∙ 10/04/2021

Revisiting Self-Training for Few-Shot Learning of Language Model

As unlabeled data carry rich task-relevant information, they are proven ...

Yiming Chen, et al. ∙

research

∙ 08/23/2021

Learning Motion Priors for 4D Human Body Capture in 3D Scenes

Recovering high-quality 3D human motion in complex scenes from monocular...

Siwei Zhang, et al. ∙

research

∙ 06/28/2021

Dynamic Urban Planning: an Agent-Based Model Coupling Mobility Mode and Housing Choice. Use case Kendall Square

As cities become increasingly populated, urban planning plays a key role...

Mireia Yurrita, et al. ∙

research

∙ 06/10/2021

Blockchain and 6G: The Future of Secure and Ubiquitous Communication

The future communication will be characterized by ubiquitous connectivit...

Ali Hussain Khan, et al. ∙

research

∙ 06/07/2021

Learning without Knowing: Unobserved Context in Continuous Transfer Reinforcement Learning

In this paper, we consider a transfer Reinforcement Learning (RL) proble...

Chenyu Liu, et al. ∙

research

∙ 06/02/2021

DynaEval: Unifying Turn and Dialogue Level Evaluation

A dialogue is essentially a multi-turn interaction among interlocutors. ...

Chen Zhang, et al. ∙

research

∙ 04/14/2021

LEAP: Learning Articulated Occupancy of People

Substantial progress has been made on modeling rigid 3D objects using de...

Marko Mihajlovic, et al. ∙

research

∙ 04/03/2021

A DMP-based Framework for Efficiently Generating Complete Stiffness Profiles of Human-like Variable Impedance Skill from Demonstrations

Human manipulation skills can be transferred to robots conveniently thro...

Yan Zhang, et al. ∙

research

∙ 03/08/2021

Formal Verification of Stochastic Systems with ReLU Neural Network Controllers

In this work, we address the problem of formal safety verification for s...

Shiqi Sun, et al. ∙

research

∙ 03/08/2021

Learning to Represent and Predict Sets with Deep Neural Networks

In this thesis, we develop various techniques for working with sets in m...

Yan Zhang, et al. ∙

research

∙ 12/01/2020

We are More than Our Joints: Predicting how 3D Bodies Move

A key step towards understanding human behavior is the prediction of 3D ...

Yan Zhang, et al. ∙

research

∙ 11/26/2020

4D Human Body Capture from Egocentric Video via 3D Scene Grounding

To understand human daily social interaction from egocentric perspective...

Miao Liu, et al. ∙

research

∙ 11/17/2020

Deep Reinforcement Learning and Permissioned Blockchain for Content Caching in Vehicular Edge Computing and Networks

Vehicular Edge Computing (VEC) is a promising paradigm to enable huge am...

Yueyue Dai, et al. ∙

research

∙ 11/17/2020

Edge Intelligence for Energy-efficient Computation Offloading and Resource Allocation in 5G Beyond

5G beyond is an end-edge-cloud orchestrated network that can exploit het...

Yueyue Dai, et al. ∙

research

∙ 11/17/2020

Deep Reinforcement Learning for Stochastic Computation Offloading in Digital Twin Networks

The rapid development of Industrial Internet of Things (IIoT) requires i...

Yueyue Dai, et al. ∙

research

∙ 11/17/2020

Low-latency Federated Learning and Blockchain for Edge Association in Digital Twin empowered 6G Networks

Emerging technologies such as digital twins and 6th Generation mobile ne...

Yunlong Lu, et al. ∙

research

∙ 11/09/2020

"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL

In Natural Language Interfaces to Databases systems, the text-to-SQL tec...

Yuntao Li, et al. ∙

research

∙ 11/03/2020

Human-in-the-Loop Robot Planning with Non-Contextual Bandit Feedback

In this paper, we consider a robot navigation problem in environments po...

Yijie Zhou, et al. ∙

research

∙ 11/02/2020

Collaborative Generative Hashing for Marketing and Fast Cold-start Recommendation

Cold-start has being a critical issue in recommender systems with the ex...

Yan Zhang, et al. ∙

research

∙ 11/02/2020

Deep Pairwise Hashing for Cold-start Recommendation

Recommendation efficiency and data sparsity problems have been regarded ...

Yan Zhang, et al. ∙

research

∙ 10/28/2020

DisenE: Disentangling Knowledge Graph Embeddings

Knowledge graph embedding (KGE), aiming to embed entities and relations ...

Xiaoyu Kou, et al. ∙

research

∙ 10/27/2020

Random Shifting Intelligent Reflecting Surface for OTP Encrypted Data Transmission

In this paper, we propose a novel encrypted data transmission scheme usi...

Zijie Ji, et al. ∙

research

∙ 10/25/2020

Adaptive Federated Learning and Digital Twin for Industrial Internet of Things

Industrial Internet of Things (IoT) enables distributed intelligent serv...

Wen Sun, et al. ∙

research

∙ 10/20/2020

Towards Scalable Distributed Training of Deep Learning on Public Cloud Clusters

Distributed training techniques have been widely deployed in large-scale...

Shaohuai Shi, et al. ∙

research

∙ 10/14/2020

Boosting One-Point Derivative-Free Online Optimization via Residual Feedback

Zeroth-order optimization (ZO) typically relies on two-point feedback to...

Yan Zhang, et al. ∙

research

∙ 10/10/2020

Selective Information Passing for MR/CT Image Segmentation

Automated medical image segmentation plays an important role in many cli...

Qikui Zhu, et al. ∙

Yan Zhang

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