Dominik Moritz
Assistant Professor
Studies visualization and interactive data analysis tools, including systems for exploring data and models.
Dominik Moritz's lab at CMU works on visualization & visual analytics and interfaces & interaction techniques. 32 papers since 2023, 1 at top venues, mostly FAccT and ICLR. 3 PhD students and 1 master's student. 5 alumni. Applications close .
At a glance
- papers, 2023–2026
- 8/ year
- at T1 venues
- 3%
- PhD students
- 3
- MS students
- 1
- alumni listed
- 5
Papers by yearfrom the lab homepage, 2023–2026
- 7 papers2026 · T1 1 · collecting
- 8 papers2025 · T1 0
- 7 papers2024 · T1 0
- 10 papers2023 · T1 0
T1 venuesOtherVenues: FAccT, ICLR
Research focuspaper titles that use each topic's words
- Visualization & visual analytics9 papers
- interactive data2 papers
- Interfaces & interaction techniques0 papers
- analysis tools0 papers
- data analysis0 papers
Paper list
From the lab homepage.
20267 papers
- Re-Align and Principled Design for Trustworthy AI at ICLRConstructive Circuit Amplification: Improving Math Reasoning in LLMs via Targeted Sub-Network Updates (opens in a new tab)
- TopoInVis Connect at VIS in Boston, MA, USADimensionality Reduction Meets Network Science: Sensemaking on UMAP's kNN Graph (opens in a new tab)
- VISxGenAI at VIS in Boston, MA, USAPoint, Revise, Review: Grounded Agentic Analysis in Reactive Notebooks with marimo-lens (opens in a new tab)
- ICLR (T1)Semantic Regexes: Auto-Interpreting LLM Features with a Structured Language (opens in a new tab)
- IEEE Computer Graphics and ApplicationsToward Softerware: Enabling Personalization of Interactive Data Representations for Users With Disabilities (opens in a new tab)
- FAccTUnderstanding Annotator Safety Policy with Interpretability (opens in a new tab)
- VIS in Boston, MA, USAVACP: Visual Analytics Context Protocol (opens in a new tab)
20258 papers
- VISxGenAI at VIS in Vienna, AustriaA Composable Agentic System for Automated Visual Data Reporting (opens in a new tab)
- CogSciAugmented Proof: Examining Structures to Support Geometric Proof Comprehension (opens in a new tab)
- VIS in Vienna, AustriaEmbedding Atlas: Low-Friction, Interactive Embedding Visualization (opens in a new tab)
- VIS in Vienna, AustriaEncQA: Benchmarking Vision-Language Models on Visual Encodings for Charts (opens in a new tab)
- CHI in Yokohama, JapanExploring Empty Spaces: Human-in-the-Loop Data Augmentation (opens in a new tab)
- CHI in Yokohama, JapanInterLink: Linking Text with Code and Output in Computational Notebooks (opens in a new tab)
- VIS in Vienna, AustriaMosaic Selections: Managing and Optimizing User Selections for Scalable Data Visualization Systems (opens in a new tab)
- SIGMOD in Berlin, GermanyMosaic: An Architecture for Linking Databases and Scalable Interactive Visualizations
20247 papers
- VIS in St. Pete Beach, FloridaCompress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments (opens in a new tab)
- VIS in St. Pete Beach, FloridaCounterpoint: Orchestrating Large-Scale Custom Animated Visualizations (opens in a new tab)
- ASSETS in St. John's, CanadaExploring The Affordances of Game-Aware Streaming to Support Blind and Low Vision Viewers: A Design Probe Study (opens in a new tab)
- CHI in Honolulu, HIModel Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences (opens in a new tab)
- VIS in St. Pete Beach, FloridaOpening the Black Box of 3D Reconstruction Error Analysis with VECTOR (opens in a new tab)
- SIGMOD in Santiago, ChileOptimizing Dataflow Systems for Scalable Interactive Visualization (opens in a new tab)
- CHI in Honolulu, HITalaria: Interactively Optimizing Machine Learning Models for Efficient Inference (opens in a new tab)
202310 papers
- CHI in HamburgAngler: Helping Machine Translation Practitioners Prioritize Model Improvements (opens in a new tab)
- VIS in MelbourneAverage Estimates in Line Graphs are Biased Toward Areas of Higher Variability (opens in a new tab)
- VIS in MelbourneCombining Degree of Interest Functions and Progressive Visualization (opens in a new tab)
- VIS in MelbourneData Navigator: An accessibility-centered data navigation toolkit (opens in a new tab)
- VIS in MelbourneDead or Alive: Continuous Data Profiling for Interactive Data Science (opens in a new tab)
- Artificial Intelligence & Human-Computer Interaction Workshop at ICML in Honolulu, HawaiiDesigning Data: Proactive Data Collection and Iteration for Machine Learning Using Reflexive Planning, Monitoring, and Density Estimation (opens in a new tab)
- VIS in MelbourneDraco 2: An Extensible Platform to Model Visualization Design (opens in a new tab)
- VIS in MelbourneMosaic: An Architecture for Scalable & Interoperable Data Views (opens in a new tab)
- VIS in MelbourneToo Many Cooks: Exploring How Graphical Perception Studies Influence Visualization Recommendations in Draco (opens in a new tab)
- UIST in Bay AreaVegaProf: Profiling Vega Visualizations (opens in a new tab)
Where alumni went5 listed
Apply to CMUFall 2027
CMU SCS Computer Science PhD
- Round
- Single round
- Opens
- GRE
- See program page
- English
- TOEFL / IELTS / Duolingo (F-1/J-1 non-native speakers)
- Fee
- USD 100 (USD 80 by early deadline)
Confirmed on the program page.
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