Siqi Shen

According to our database, Siqi Shen authored at least 81 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

RELI11D: A Comprehensive Multimodal Human Motion Dataset and Method.

Ming Yan, Yan Zhang, Shuqiang Cai, Shuqi Fan, Xincheng Lin, Yudi Dai, Siqi Shen, Chenglu Wen, Lan Xu, Yuexin Ma, Cheng Wang

CoRR, 2024

Neighborhood-Enhanced 3D Human Pose Estimation with Monocular LiDAR in Long-Range Outdoor Scenes.

Jingyi Zhang, Qihong Mao, Guosheng Hu, Siqi Shen, Cheng Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

SPEAL: Skeletal Prior Embedded Attention Learning for Cross-Source Point Cloud Registration.

Kezheng Xiong, Maoji Zheng, Qingshan Xu, Chenglu Wen, Siqi Shen, Cheng Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A One-Pass Clustering Based Sketch Method for Network Monitoring.

Yongquan Fu, Lun An, Siqi Shen, Kai Chen, Pere Barlet-Ros

IEEE/ACM Trans. Netw., December, 2023

Adaptive local adversarial attacks on 3D point clouds.

Shijun Zheng, Weiquan Liu, Siqi Shen, Yu Zang, Chenglu Wen, Ming Cheng, Cheng Wang

Pattern Recognit., December, 2023

DTBVis: An interactive visual comparison system for digital twin brain and human brain.

Yuxiao Li, Xinhong Li, Siqi Shen, Longbin Zeng, Richen Liu, Qibao Zheng, Jianfeng Feng, Siming Chen

Vis. Informatics, June, 2023

AdaLiftOver: high-resolution identification of orthologous regulatory elements with Adaptive liftOver.

Chenyang Dong, Siqi Shen, Sündüz Keles

Bioinform., April, 2023

E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation Learning.

Xiuhong Lin, Changjie Qiu, Zhipeng Cai, Siqi Shen, Yu Zang, Weiquan Liu, Xuesheng Bian, Matthias Müller, Cheng Wang

CoRR, 2023

A PhD Student's Perspective on Research in NLP in the Era of Very Large Language Models.

Oana Ignat, Zhijing Jin, Artem Abzaliev, Laura Biester, Santiago Castro, Naihao Deng, Xinyi Gao, Aylin Gunal, Jacky He, Ashkan Kazemi, Muhammad Khalifa, Namho Koh, Andrew Lee, Siyang Liu, Do June Min, Shinka Mori, Joan Nwatu, Verónica Pérez-Rosas, Siqi Shen, Zekun Wang, Winston Wu, Rada Mihalcea

CoRR, 2023

IEEE VAST Challenge 2021 Winner: Visual Analytics for Spatial-Temporal Situation Awareness.

Siqi Shen, Xingui Lai, Siming Chen, Qinghong Wang, Junting Gao

IEEE Computer Graphics and Applications, 2023

RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization.

Siqi Shen, Chennan Ma, Chao Li, Weiquan Liu, Yongquan Fu, Songzhu Mei, Xinwang Liu, Cheng Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation Learning.

Xiuhong Lin, Changjie Qiu, Zhipeng Cai, Siqi Shen, Yu Zang, Weiquan Liu, Xuesheng Bian, Matthias Müller, Cheng Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

MRML: Multimodal Rumor Detection by Deep Metric Learning.

Liwen Peng, Songlei Jian, Dongsheng Li, Siqi Shen

Proceedings of the IEEE International Conference on Acoustics, 2023

A Multi-Modal Approach For Context-Aware Network Traffic Classification.

Bo Pang, Yongquan Fu, Siyuan Ren, Siqi Shen, Ye Wang, Qing Liao, Yan Jia

Proceedings of the IEEE International Conference on Acoustics, 2023

CIMI4D: A Large Multimodal Climbing Motion Dataset under Human-scene Interactions.

Ming Yan, Xin Wang, Yudi Dai, Siqi Shen, Chenglu Wen, Lan Xu, Yuexin Ma, Cheng Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SGLoc: Scene Geometry Encoding for Outdoor LiDAR Localization.

Wen Li, Shangshu Yu, Cheng Wang, Guosheng Hu, Siqi Shen, Chenglu Wen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SLOPER4D: A Scene-Aware Dataset for Global 4D Human Pose Estimation in Urban Environments.

Yudi Dai, Yitai Lin, Xiping Lin, Chenglu Wen, Lan Xu, Hongwei Yi, Siqi Shen, Yuexin Ma, Cheng Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

FedGS: Federated Graph-Based Sampling with Arbitrary Client Availability.

Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Haibing Jin, Peizhen Yang, Siqi Shen, Cheng Wang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Fixed-Size Objects Encoding for Visual Relationship Detection.

Hengyue Pan, Xin Niu, Siqi Shen, Yixin Chen, Peng Qiao, Zhen Huang, Dongsheng Li

Neural Process. Lett., 2022

FedGS: Federated Graph-based Sampling with Arbitrary Client Availability.

Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Haibing Jin, Peizhen Yang, Siqi Shen, Cheng Wang

CoRR, 2022

Multiview Contextual Commonsense Inference: A New Dataset and Task.

Siqi Shen, Deepanway Ghosal, Navonil Majumder, Henry Lim, Rada Mihalcea, Soujanya Poria

CoRR, 2022

Towards Effective Depthwise Convolutions on ARMv8 Architecture.

Ruochen Hao, Qinglin Wang, Shangfei Yin, Tianyang Zhou, Siqi Shen, Songzhu Mei, Jie Liu

CoRR, 2022

LiDARCap: Long-range Marker-less 3D Human Motion Capture with LiDAR Point Clouds.

Jialian Li, Jingyi Zhang, Zhiyong Wang, Siqi Shen, Chenglu Wen, Yuexin Ma, Lan Xu, Jingyi Yu, Cheng Wang

CoRR, 2022

scGAD: single-cell gene associating domain scores for exploratory analysis of scHi-C data.

Siqi Shen, Ye Zheng, Sündüz Keles

Bioinform., 2022

Optimizing Depthwise Convolutions on ARMv8 Architecture.

Ruochen Hao, Qinglin Wang, Shangfei Yin, Tianyang Zhou, Qingyang Zhang, Songzhu Mei, Siqi Shen, Jie Liu

Proceedings of the Parallel and Distributed Computing, Applications and Technologies, 2022

ResQ: A Residual Q Function-based Approach for Multi-Agent Reinforcement Learning Value Factorization.

Siqi Shen, Mengwei Qiu, Jun Liu, Weiquan Liu, Yongquan Fu, Xinwang Liu, Cheng Wang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Qrelation: an Agent Relation-Based Approach for Multi-Agent Reinforcement Learning Value Function Factorization.

Siqi Shen, Jun Liu, Mengwei Qiu, Weiquan Liu, Cheng Wang, Yongquan Fu, Qinglin Wang, Peng Qiao

Proceedings of the IEEE International Conference on Acoustics, 2022

LiDARCap: Long-range Markerless 3D Human Motion Capture with LiDAR Point Clouds.

Jialian Li, Jingyi Zhang, Zhiyong Wang, Siqi Shen, Chenglu Wen, Yuexin Ma, Lan Xu, Jingyi Yu, Cheng Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

HSC4D: Human-centered 4D Scene Capture in Large-scale Indoor-outdoor Space Using Wearable IMUs and LiDAR.

Yudi Dai, Yitai Lin, Chenglu Wen, Siqi Shen, Lan Xu, Jingyi Yu, Yuexin Ma, Cheng Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Knowledge Enhanced Reflection Generation for Counseling Dialogues.

Siqi Shen, Verónica Pérez-Rosas, Charles Welch, Soujanya Poria, Rada Mihalcea

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues.

Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

CIDER: Commonsense Inference for Dialogue Explanation and Reasoning.

Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021

OrgaNet: A Deep Learning Approach for Automated Evaluation of Organoids Viability in Drug Screening.

Xuesheng Bian, Gang Li, Cheng Wang, Siqi Shen, Weiquan Liu, Xiuhong Lin, Zexin Chen, Mancheung Cheung, Xióngbiao Luó

Proceedings of the Bioinformatics Research and Applications - 17th International Symposium, 2021

Jellyfish: Locality-Sensitive Subflow Sketching.

Yongquan Fu, Lun An, Siqi Shen, Kai Chen, Pere Barlet-Ros

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Learning Cross-Domain Descriptors for 2D-3D Matching with Hard Triplet Loss and Spatial Transformer Network.

Baiqi Lai, Weiquan Liu, Cheng Wang, Xuesheng Bian, Yanfei Su, Xiuhong Lin, Zhimin Yuan, Siqi Shen, Ming Cheng

Proceedings of the Image and Graphics - 11th International Conference, 2021

Graphcomm: A Graph Neural Network Based Method for Multi-Agent Reinforcement Learning.

Siqi Shen, Yongquan Fu, Huayou Su, Hengyue Pan, Peng Qiao, Yong Dou, Cheng Wang

Proceedings of the IEEE International Conference on Acoustics, 2021

Global-Localized Agent Graph Convolution for Multi-Agent Reinforcement Learning.

Yuntao Liu, Yong Dou, Siqi Shen, Peng Qiao

Proceedings of the IEEE International Conference on Acoustics, 2021

Analyzing and Predicting User Donations in Social Live Video Streaming.

Adele Lu Jia, Yuanxing Rao, Siqi Shen

Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

2020

DropFilterR: A Novel Regularization Method for Learning Convolutional Neural Networks.

Hengyue Pan, Xin Niu, Rongchun Li, Siqi Shen, Yong Dou

Neural Process. Lett., 2020

Fixed-size Objects Encoding for Visual Relationship Detection.

Hengyue Pan, Xin Niu, Rongchun Li, Siqi Shen, Yong Dou

CoRR, 2020

Helping the Ineloquent Farmers: Finding Experts for Questions With Limited Text in Agricultural Q&A Communities.

Xiaoxue Shen, Adele Lu Jia, Siqi Shen, Yong Dou

IEEE Access, 2020

Revealing Donation Dynamics in Social Live Video Streaming.

Adele Lu Jia, Yuanxing Rao, Hongru Li, Ran Tian, Siqi Shen

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Counseling-Style Reflection Generation Using Generative Pretrained Transformers with Augmented Context.

Siqi Shen, Charles Welch, Rada Mihalcea, Verónica Pérez-Rosas

Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2020

Clustering-preserving Network Flow Sketching.

Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Learning Network Representation Through Reinforcement Learning.

Siqi Shen, Yongquan Fu, Adele Lu Jia, Huayou Su, Qinglin Wang, Chengsong Wang, Yong Dou

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

DOS-GAN: A Distributed Over-Sampling Method Based on Generative Adversarial Networks for Distributed Class-Imbalance Learning.

Hongtao Guan, Xingkong Ma, Siqi Shen

Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

Optimizing FFT-Based Convolution on ARMv8 Multi-core CPUs.

Qinglin Wang, Dongsheng Li, Xiandong Huang, Siqi Shen, Songzhu Mei, Jie Liu

Proceedings of the Euro-Par 2020: Parallel Processing, 2020

Expressive Interviewing: A Conversational System for Coping with COVID-19.

Charles Welch, Allison Lahnala, Verónica Pérez-Rosas, Siqi Shen, Sarah Seraj, Larry An, Kenneth Resnicow, James W. Pennebaker, Rada Mihalcea

Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020

2019

A Skewness-Aware Matrix Factorization Approach for Mesh-Structured Cloud Services.

Yongquan Fu, Dongsheng Li, Pere Barlet-Ros, Chun Huang, Zhen Huang, Siqi Shen, Huayou Su

IEEE/ACM Trans. Netw., 2019

Locality-Sensitive Sketching for Resilient Network Flow Monitoring.

Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen

CoRR, 2019

User Donations in a Crowdsourced Video System.

Adele Lu Jia, Xiaoxue Shen, Siqi Shen, Jun Xu

CoRR, 2019

Diting: An Author Disambiguation Method Based on Network Representation Learning.

Liwen Peng, Siqi Shen, Jun Xu, Yongquan Fu, Dongsheng Li, Adele Lu Jia

IEEE Access, 2019

User Donations in a User Generated Video System.

Adele Lu Jia, Xiaoxue Shen, Siqi Shen, Yongquan Fu, Liwen Peng

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Resilient Disaggregated Network Flow Monitoring.

Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen

Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 2019

Author Disambiguation through Adversarial Network Representation Learning.

Liwen Peng, Siqi Shen, Dongsheng Li, Jun Xu, Yongquan Fu, Huayou Su

Proceedings of the International Joint Conference on Neural Networks, 2019

An Analysis of the Cause of Privacy Paradox among SNS Users: take Chinese College Students as an Example.

Menghong Han, Siqi Shen, Yuexin Zhou, Zebing Xu, Tianyue Miao, Jiayin Qi

Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

Streaming Massive Electric Power Data Analysis Based on Spark Streaming.

Xudong Zhang, Zhongwen Qian, Siqi Shen, Jia Shi, Shujun Wang

Proceedings of the Database Systems for Advanced Applications, 2019

2018

基于样本权重更新的不平衡数据集成学习方法 (Ensemble Learning Method for Imbalanced Data Based on Sample Weight Updating).

Shengling Chen, Siqi Shen, Dongsheng Li

计算机科学, 2018

Predicting the implicit and the explicit video popularity in a User Generated Content site with enhanced social features.

Adele Lu Jia, Siqi Shen, Dongsheng Li, Shengling Chen

Comput. Networks, 2018

A Network-embedding Based Method for Author Disambiguation.

Jun Xu, Siqi Shen, Dongsheng Li, Yongquan Fu

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

An Analysis on a YouTube-like UGC site with Enhanced Social Features.

Adele Lu Jia, Siqi Shen, Shengling Chen, Dongsheng Li, Alexandru Iosup

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

SES-LSH: Shuffle-Efficient Locality Sensitive Hashing for Distributed Similarity Search.

Dongsheng Li, Wanxin Zhang, Siqi Shen, Yiming Zhang

Proceedings of the 2017 IEEE International Conference on Web Services, 2017

2016

When Game Becomes Life: The Creators and Spectators of Online Game Replays and Live Streaming.

Adele Lu Jia, Siqi Shen, Dick H. J. Epema, Alexandru Iosup

ACM Trans. Multim. Comput. Commun. Appl., 2016

DSS: A Scalable and Efficient Stratified Sampling Algorithm for Large-Scale Datasets.

Min-ne Li, Dongsheng Li, Siqi Shen, Zhaoning Zhang, Xicheng Lu

Proceedings of the Network and Parallel Computing, 2016

2015

Area of Simulation: Mechanism and Architecture for Multi-Avatar Virtual Environments.

Siqi Shen, Shun-Yun Hu, Alexandru Iosup, Dick H. J. Epema

ACM Trans. Multim. Comput. Commun. Appl., 2015

Socializing by Gaming: Revealing Social Relationships in Multiplayer Online Games.

Adele Lu Jia, Siqi Shen, Ruud van de Bovenkamp, Alexandru Iosup, Fernando A. Kuipers, Dick H. J. Epema

ACM Trans. Knowl. Discov. Data, 2015

Toxicity detection in multiplayer online games.

Marcus Märtens, Siqi Shen, Alexandru Iosup, Fernando A. Kuipers

Proceedings of the 2015 International Workshop on Network and Systems Support for Games, 2015

An Availability-on-Demand Mechanism for Datacenters.

Siqi Shen, Alexandru Iosup, Assaf Israel, Walfredo Cirne, Danny Raz, Dick H. J. Epema

Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

Statistical Characterization of Business-Critical Workloads Hosted in Cloud Datacenters.

Siqi Shen, Vincent van Beek, Alexandru Iosup

Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

2014

Analyzing Implicit Social Networks in Multiplayer Online Games.

Alexandru Iosup, Ruud van de Bovenkamp, Siqi Shen, Adele Lu Jia, Fernando A. Kuipers

IEEE Internet Comput., 2014

Characterization of Human Mobility in Networked Virtual Environments.

Siqi Shen, Niels Brouwers, Alexandru Iosup, Dick H. J. Epema

Proceedings of the 24th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2014

Modeling Avatar Mobility of Networked Virtual Environments.

Siqi Shen, Alexandru Iosup

Proceedings of International Workshop on Massively Multiuser Virtual Environments, 2014

Dynamic Resource Management in Cloud-based Distributed Virtual Environments.

Yunhua Deng, Siqi Shen, Zhe Huang, Alexandru Iosup, Rynson W. H. Lau

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Massivizing online games using cloud computing: A vision.

Alexandru Iosup, Siqi Shen, Yong Guo, Stefan Hugtenburg, Jesse Donkervliet, Radu Prodan

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

2013

Scheduling Jobs in the Cloud Using On-Demand and Reserved Instances.

Siqi Shen, Kefeng Deng, Alexandru Iosup, Dick H. J. Epema

Proceedings of the Euro-Par 2013 Parallel Processing, 2013

Understanding and recommending play relationships in online social gaming.

Ruud van de Bovenkamp, Siqi Shen, Alexandru Iosup, Fernando A. Kuipers

Proceedings of the Fifth International Conference on Communication Systems and Networks, 2013

Massivizing Multi-player Online Games on Clouds.

Siqi Shen, Alexandru Iosup, Dick H. J. Epema

Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013

2012

An analysis of online match-based games.

Yong Guo, Siqi Shen, Otto W. Visser, Alexandru Iosup

Proceedings of the 2012 IEEE International Workshop on Haptic Audio Visual Environments and Games, 2012

2011

RTSenv: An experimental environment for real-time strategy games.

Siqi Shen, Otto W. Visser, Alexandru Iosup

Proceedings of the 10th Annual Workshop on Network and Systems Support for Games, 2011

2009

A framework for constructing peer-to-peer overlay networks in Java.

Rui Shen, Ji Wang, Shengdong Zhang, Siqi Shen, Pei Fan

Proceedings of the 7th International Conference on Principles and Practice of Programming in Java, 2009

Mobility of Internet-Based Virtual Computing Environment.

Siqi Shen, Ji Wang, Rui Shen, Shengdong Zhang, Pei Fan

Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009