World's Best Scientists 2026 revealed!

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Computer Science

D-Index
54
Citations
11848
World Ranking
4557
National Ranking
67

Research.com Recognitions

  • 2017 - ACM Distinguished Member

Overview

Roger Zimmermann is affiliated with the National University of Singapore in Singapore. Their research primarily centers on the field of Computer Science, with a significant focus on specialized subfields such as Computer Vision and Pattern Recognition, Artificial Intelligence, Signal Processing, Computer Networks and Communications, and Transportation.

The scientist's work spans various topics, including:

  • Multimodal Machine Learning Applications
  • Image and Video Quality Assessment
  • Topic Modeling
  • Human Mobility and Location-Based Analysis
  • Traffic Prediction and Management Techniques
  • Advanced Image and Video Retrieval Techniques
  • Domain Adaptation and Few-Shot Learning

Zimmermann has contributed extensively to academic publications, notable recent papers include:

  • Towards Automated Reentrancy Detection for Smart Contracts Based on Sequential Models, 2020, IEEE Access
  • AirFormer: Predicting Nationwide Air Quality in China with Transformers, 2023, Proceedings of the AAAI Conference on Artificial Intelligence
  • When do contrastive learning signals help spatio-temporal graph forecasting?, 2022, Proceedings of the 30th International Conference on Advances in Geographic Information Systems
  • MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis, 2020, arXiv (Cornell University)

The venues where this researcher frequently publishes their work include:

  • arXiv (Cornell University)
  • ACM Transactions on Multimedia Computing Communications and Applications
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • IEEE Transactions on Multimedia
  • IEEE Transactions on Knowledge and Data Engineering

Collaborations form a significant aspect of Zimmermann's scientific contributions. Frequent co-authors include:

  • Yuxuan Liang
  • Yifang Yin
  • Abdelhak Bentaleb
  • Wei Ji
  • Rajiv Ratn Shah

In recognition of their contributions to computing and information technologies, Zimmermann was named an ACM Distinguished Member in 2017.

Best Publications

  • MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis

    Devamanyu Hazarika;Roger Zimmermann;Soujanya Poria

  • Proceedings of the 21st ACM international conference on Multimedia

    Alejandro (Alex) Jaimes;Nicu Sebe;Nozha Boujemaa;Daniel Gatica-Perez

  • A Survey on Bitrate Adaptation Schemes for Streaming Media Over HTTP

    Abdelhak Bentaleb;Bayan Taani;Ali C. Begen;Christian Timmerer

  • Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos.

    Devamanyu Hazarika;Soujanya Poria;Amir Zadeh;Erik Cambria

  • ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection.

    Devamanyu Hazarika;Soujanya Poria;Rada Mihalcea;Erik Cambria

  • Dynamic Urban Surveillance Video Stream Processing Using Fog Computing

    Ning Chen;Yu Chen;Yang You;Haibin Ling

  • Distributed continuous range query processing on moving objects

    Haojun Wang;Roger Zimmermann;Wei-Shinn Ku

  • Towards Automated Reentrancy Detection for Smart Contracts Based on Sequential Models

    Peng Qian;Zhenguang Liu;Qinming He;Roger Zimmermann

  • SDNDASH: Improving QoE of HTTP Adaptive Streaming Using Software Defined Networking

    Abdelhak Bentaleb;Ali C. Begen;Roger Zimmermann

  • Fusion of Multichannel Local and Global Structural Cues for Photo Aesthetics Evaluation

    Luming Zhang;Yue Gao;Roger Zimmermann;Qi Tian

  • Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)

    Santiago Castro;Devamanyu Hazarika;Verónica Pérez-Rosas;Roger Zimmermann

  • Towards Natural and Accurate Future Motion Prediction of Humans and Animals

    Zhenguang Liu;Shuang Wu;Shuyuan Jin;Qi Liu

  • Fusion of Magnetic and Visual Sensors for Indoor Localization: Infrastructure-Free and More Effective

    Zhenguang Liu;Luming Zhang;Qi Liu;Yifang Yin

  • Viewable scene modeling for geospatial video search

    Sakire Arslan Ay;Roger Zimmermann;Seon Ho Kim

  • Peer-to-Peer Media Streaming: Insights and New Developments

    Zhijie Shen;Jun Luo;R. Zimmermann;A. V. Vasilakos

  • The multi-rule partial sequenced route query

    Haiquan Chen;Wei-Shinn Ku;Min-Te Sun;Roger Zimmermann

  • Key2Vec: Automatic Ranked Keyphrase Extraction from Scientific Articles using Phrase Embeddings

    Debanjan Mahata;John Kuriakose;Rajiv Ratn Shah;Roger Zimmermann

  • From remote media immersion to Distributed Immersive Performance

    A. A. Sawchuk;E. Chew;R. Zimmermann;C. Papadopoulos

  • SDNHAS: An SDN-Enabled Architecture to Optimize QoE in HTTP Adaptive Streaming

    Abdelhak Bentaleb;Ali C. Begen;Roger Zimmermann;Saad Harous

  • SCADDAR: an efficient randomized technique to reorganize continuous media blocks

    A. Goel;C. Shahabi;S.Y.D. Yao;R. Zimmermann

Frequent Co-Authors

Wei-Shinn Ku
Wei-Shinn Ku Auburn University
Cyrus Shahabi
Cyrus Shahabi University of Southern California
Ali C. Begen
Ali C. Begen Özyeğin University
Soujanya Poria
Soujanya Poria Nanyang Technological University
Qi Tian
Qi Tian Huawei Technologies (China)
Amanda Stent
Amanda Stent Colby College
Rada Mihalcea
Rada Mihalcea University of Michigan–Ann Arbor
Erik Cambria
Erik Cambria Nanyang Technological University
Olli Sippula
Olli Sippula University of Eastern Finland
Jorma Jokiniemi
Jorma Jokiniemi University of Eastern Finland

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