Klara Nahrstedt
Professor
Studies multimedia and cyber-physical systems, including machine learning for systems and streaming of volumetric and neural-rendered video.
Klara Nahrstedt's lab at UIUC works on data management & big data. 22 papers since 2023, 1 at top venues, mostly ACM MM and ICME. 11 PhD students and 1 master's student. 131 alumni, most often to Google and Meta. Applications close .
At a glance
- papers, 2023–2026
- 6/ year
- at T1 venues
- 5%
- PhD students
- 11
- MS students
- 1
- alumni listed
- 131
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 7 papers2025 · T1 1
- 7 papers2024 · T1 0
- 8 papers2023 · T1 0
T1 venuesOtherVenues: ACM MM, ICME, MobiCom, TOMM
Research focuspaper titles that use each topic's words
- streaming5 papers
- Data management & big data1 paper
- volumetric1 paper
- cyber-physical systems0 papers
- cyber-physical0 papers
Paper list
From the lab homepage.
20257 papers
- IEEE SMARTCOMP, .ACT360: An Efficient 360-Degree Action Detection and Summarization Framework for Mission-Critical Training and Debriefing
- the International Workshop on Mobile Computing Systems and Applications (HOTMOBILE ’25), February 26-27, , La Quinta, CA, USA.Bo Han. Advancing Immersive Content Delivery with Dynamic 3D Gaussian Splatting
- North American Manufacturing Research Conference (NAMRC), .Chenhui ShaoComprehensive FDM-Bench: A Benchmark for Evaluating Large Language Models in Additive Manufacturing Tasks
- IEEE International Conference on Smart Computing (SMARTCOMP), .EcoLens: Leveraging Multi-Objective Bayesian Optimization for Energy-Efficient Video Processing on Edge Devices
- IEEE International Conference on Intelligent Environments (IE). IEEE, .Improving Multi-Camera View Recommendation with Temporal and Camera Embedding
- the Annual International Conference on Mobile Systems, Applications and Services (MobiSys ’25), June 23-27, , Anaheim, CA, USA.NeRFlow: Towards Adaptive Streaming for NeRF Videos
- MobiCom (T1)NeVo: Advancing Volumetric Video Streaming with Neural Content Representation
20247 papers
- Journal of Manufacturing Systems, .Federated domain generalization for condition monitoring in ultrasonic metal welding
- IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR), . Congratulations!GaugeTracker: AI – Powered Cost-Effective Analog Gauge Monitoring System
- ICMEMingyuan Wu,, Lantao Yu, Klara Nahrstedt, Xin Lu, I-Matting: Improved Trimap-free Image Matting
- ACM MobiSys, .NeRFHub: A Context-Aware NeRF Serving Framework for Mobile Immersive Applications
- IEEE International Conference on Visual Communications and Image Processing (VCIP), IEEE, .Pseudo Dataset Generation for Out-of-domain Multi-Camera View Recommendation
- ACM MMScene Graph Driven Hybrid Interactive VR Teleconferencing
- ACM MMSys, .Vesper: Learning to Manage Uncertainty in Video Streaming
20238 papers
- IEEE International Symposium on Multimedia (ISM) , Los Angeles, CA, December 11-13, .360TripleView: 360-Degree Video View Management System Driven by Convergence Value of Viewing Preferences
- in IEEE SmartGridComm .Alerga: Alert Aggregation and Reasoning in GOOSE Simulation Pipeline
- TOMMContext-aware optimization for bandwidth-efficient visual analytics offloading
- Los Angeles, USA, December 11-13, .Interactive Scene Analysis for Teleconferencing
- the edition of the Workshop on Network and Operating System Support for Digital Audio and Video (NOSSDAV ’23), .Latency-Aware 360-Degree Video Analytics Framework for First Responders Situational Awareness
- IEEE International Conference on Collaboration and Internet Computing (IEEE CIC) , Atlanta, USA, November 1-3, .RESONATE: Advancing Sustainability in IoT Networks through Smart and Selective Streaming
- IEEE International Symposium on Multimedia (ISM) , Los Angeles, USA, December 11-13, .SAVG360: Saliency-aware Viewport-guidance-enabled 360-degree Video Streaming System
- in IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON ).WeldMon: A Cost-effective Ultrasonic Welding Machine Condition Monitoring System
Where alumni went131 listed, 69% to industry
Industry 50Academia 22
Most often to
- Meta
- Microsoft
Also to
- UIUC
- Shanghai Jiao Tong University
- California Baptist University
Apply to UIUCFall 2027
UIUC Siebel Computer Science PhD
- Round
- Single round
- Opens
- —
- GRE
- optional
- English
- TOEFL iBT / IELTS
- Fee
- USD 90
Not yet confirmed for this intake.
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