selected publications
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academic article
- Litforager: Exploring Multimodal Literature Foraging Strategies in Immersive Sensemaking. IEEE Transactions on Visualization and Computer Graphics. 31:9614-9624. 2025
- ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features. arXiv preprint arXiv:2502.04320. 2025
- HybridCollab: Unifying In-Person and Remote Collaboration for Cardiovascular Surgical Planning in Mobile Augmented Reality. arXiv e-prints. arXiv-2504. 2025
- Litforager: Exploring Multimodal Literature Foraging Strategies in Immersive Sensemaking. IEEE Transactions on Visualization and Computer Graphics. 2025
- MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation. Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. 2765-2770. 2024
- An Interrogative Survey of Explainable AI in Manufacturing. IEEE Transactions on Industrial Informatics. 20:7069-7081. 2024
- Adversarial Attacks Using Differentiable Rendering: A Survey. arXiv preprint arXiv:2411.09749. 2024
- An Interrogative Survey of Explainable AI in Manufacturing. IEEE Transactions on Industrial Informatics. 2024
- Mobile Fitting Room: On-device Virtual Try-on via Diffusion Models. arXiv preprint arXiv:2402.01877. 2024
- Navigating the safety landscape: Measuring risks in finetuning large language models. Advances in Neural Information Processing Systems. 37:95692-95715. 2024
- Self-Supervised Pre-Training for Table Structure Recognition Transformer. arXiv preprint arXiv:2402.15578. 2024
- Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors. Advances in Neural Information Processing Systems. 37:118025-118051. 2024
- Transformer Explainer: Interactive Learning of Text-Generative Models. 🏆❤️🚀📸 arXiv preprint arXiv:2408.04619. 2024
- UniTable: Towards a Unified Framework for Table Recognition via Self-Supervised Pretraining. arXiv preprint arXiv:2403.04822. 2024
- UniTable: Towards a Unified Framework for Table Structure Recognition via Self-Supervised Pretraining. 🚀❤️ arXiv preprint arXiv:2403.04822. 2024
- VISGRADER: Automatic Grading of D3 Visualizations. IEEE Transactions on Visualization and Computer Graphics. 2024
- Wordflow: Social prompt engineering for large language models. arXiv preprint arXiv:2401.14447. 2024
- Back-calculation of soil parameters from displacement-controlled cavity expansion under geostatic stress by FEM and machine learning. Acta Geotechnica. 18:1755-1768. 2023
- Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion. ❤️🚀 arXiv preprint arXiv:2305.03509 — went viral. 2023
- Energy transformer. Advances in neural information processing systems. 36:27532-27559. 2023
- High-performance transformers for table structure recognition need early convolutions. arXiv preprint arXiv:2311.05565. 2023
- Interactive Visualization for Fostering Trust in ML (Dagstuhl Seminar 22351). Dagstuhl Reports. 12:103-116. 2023
- Llm self defense: By self examination, llms know they are being tricked. 🚀 arXiv preprint arXiv:2308.07308. 2023
- ManimML: Communicating Machine Learning Architectures with Animation. ❤️🏆 arXiv preprint arXiv:2306.17108 — IEEE VIS'23 Best Poster, went viral. 2023
- Memory in Plain Sight: Surveying the Uncanny Resemblances of Associative Memories and Diffusion Models. arXiv preprint arXiv:2309.16750. 2023
- ObjectComposer: Consistent Generation of Multiple Objects Without Fine-tuning. arXiv preprint arXiv:2310.06968. 2023
- REVAMP: Automated Simulations of Adversarial Attacks on Arbitrary Objects in Realistic Scenes. arXiv preprint arXiv:2310.12243. 2023
- Robarch: Designing robust architectures against adversarial attacks. arXiv preprint arXiv:2301.03110. 2023
- Robust principles: Architectural design principles for adversarially robust cnns. 🏆 arXiv preprint arXiv:2308.16258. 2023
- TrafficVis: visualizing organized activity and spatio-temporal patterns for detecting and labeling human trafficking. 🏆 IEEE transactions on visualization and computer graphics. 29:53-62. 2023
- WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings. ❤️ arXiv preprint arXiv:2306.09328 — went viral. 2023
- A cluster-then-label approach for few-shot learning with application to automatic image data labeling. ACM Journal of Data and Information Quality (JDIQ). 14:1-23. 2022
- Conceptevo: Interpreting concept evolution in deep learning training. arXiv preprint arXiv:2203.16475. 2022
- DiffusionDB: A large-scale prompt gallery dataset for text-to-image generative models. ❤️🏆 arXiv preprint arXiv:2210.14896 — ACL'23 Best Paper, Honorable Mention; went viral. 2022
- Evaluating cardiovascular surgical planning in mobile augmented reality. arXiv preprint arXiv:2208.10639. 2022
- Evaluation of Argo Scholar with Observational Study. arXiv preprint arXiv:2210.13510. 2022
- Graph vulnerability and robustness: A survey. IEEE Transactions on Knowledge and Data Engineering. 35:5915-5934. 2022
- Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning. arXiv preprint arXiv:2204.02381. 2022
- Imb-nas: Neural architecture search for imbalanced datasets. arXiv preprint arXiv:2210.00136. 2022
- NOVA: A practical method for creating notebook-ready visual analytics. arXiv preprint arXiv:2205.03963. 2022
- NeuroMapper: In-browser Visualizer for Neural Network Training. arXiv preprint arXiv:2210.12492. 2022
- The Role of Interactive Visualization in Fostering Trust in AI. IEEE Computer Graphics and Applications. 41:7-12. 2021
- Towards De-Anonymization of Google Play Search Rank Fraud. IEEE Transactions on Knowledge and Data Engineering. 33:3648-3661. 2021
- A Search Engine for Discovery of Biomedical Challenges and Directions 2021
- Analysis and visualization considerations for quantitative social science research using social media data 2021
- Argo scholar: Interactive visual exploration of literature in browsers. arXiv preprint arXiv:2110.14060. 2021
- Best of both worlds: Robust accented speech recognition with adversarial transfer learning. arXiv preprint arXiv:2103.05834. 2021
- Dagstuhl Reports, Vol. 10, Issue 4 ISSN 2192-5283 2021
- Detection of emerging drugs involved in overdose via diachronic word embeddings of substances discussed on social media. Journal of biomedical informatics. 119. 2021
- Dodrio: Exploring transformer models with interactive visualization. arXiv preprint arXiv:2103.14625. 2021
- Gam changer: Editing generalized additive models with interactive visualization. 🚀 arXiv preprint arXiv:2112.03245 — deployed. 2021
- Interactive Visualization for Fostering Trust in AI (Dagstuhl Seminar 20382). Dagstuhl Reports. 10:37-42. 2021
- Neurocartography: Scalable automatic visual summarization of concepts in deep neural networks. IEEE Transactions on Visualization and Computer Graphics. 28:813-823. 2021
- Quantifying the Impact of Human Capital, Job History, and Language Factors on Job Seniority with a Large-scale Analysis of Resumes. arXiv preprint arXiv:2106.11846. 2021
- RECAST: Enabling user recourse and interpretability of toxicity detection models with interactive visualization. Proceedings of the ACM on human-computer interaction. 5:1-26. 2021
- The Role of Interactive Visualization in Fostering Trust in AI. IEEE Computer Graphics and Applications. 2021
- Towards De-Anonymization of Google Play Search Rank Fraud. IEEE Transactions on Knowledge and Data Engineering. 2021
- Towards automatic grading of d3. js visualizations. arXiv preprint arXiv:2110.11227. 2021
- Trafficvis: Fighting human trafficking through visualization. Poster, IEEE VIS. 2. 2021
- Introduction to the Special Issue on Highlights of ACM Intelligent User Interface (IUI) 2019. ACM Transactions on Interactive Intelligent Systems. 10:1-2. 2020
- RECAST: Interactive Auditing of Automatic Toxicity Detection Models. The eighth International Workshop of Chinese CHI. 80-82. 2020
- A comparative analysis of industry human-AI interaction guidelines. arXiv preprint arXiv:2010.11761. 2020
- A large-scale database for graph representation learning. arXiv preprint arXiv:2011.07682. 2020
- Communicating with interactive articles. Distill. 5. 2020
- ELF: An Early-Exiting Framework for Long-Tailed Classification. arXiv preprint arXiv:2006.11979. 2020
- Examining the ordering of rhetorical strategies in persuasive requests. arXiv preprint arXiv:2010.04625. 2020
- Mapping Researchers with PeopleMap. arXiv preprint arXiv:2009.00091. 2020
- PeopleMap: Visualization Tool for Mapping Out Researchers using Natural Language Processing. arXiv preprint arXiv:2006.06105. 2020
- Should we trust (x) AI? Design dimensions for structured experimental evaluations. arXiv preprint arXiv:2009.06433. 2020
- Toward a bias-aware future for mixed-initiative visual analytics. arXiv preprint arXiv:2011.09988. 2020
- Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers. IEEE Transactions on Visualization and Computer Graphics. 25:2674-2693. 2019
- A Cloud-Based Machine Vision Approach for Utilization Prediction of Manual Machine Tools. Smart and Sustainable Manufacturing Systems. 3:83-94. 2019
- A Cloud-Based Machine Vision Approach for Utilization Prediction of Manual Machine Tools. Smart and Sustainable Manufacturing Systems. 2019
- Extracting Knowledge For Adversarial Detection and Defense in Deep Learning 2019
- GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation. IEEE Transactions on Visualization and Computer Graphics. 25:310-320. 2019
- Neuraldivergence: Exploring and understanding neural networks by comparing activation distributions. arXiv preprint arXiv:1906.00332. 2019
- S ummit: Scaling deep learning interpretability by visualizing activation and attribution summarizations. IEEE transactions on visualization and computer graphics. 26:1096-1106. 2019
- Talk proposal: Towards the realistic evaluation of evasion attacks using CARLA. arXiv preprint arXiv:1904.12622. 2019
- The efficacy of shield under different threat models. arXiv preprint arXiv:1902.00541. 2019
- Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers. IEEE Transactions on Visualization and Computer Graphics. 2019
- Chronodes. ACM Transactions on Interactive Intelligent Systems. 8:1-21. 2018
- ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models. IEEE Transactions on Visualization and Computer Graphics. 24:88-97. 2018
- Approximate Query Matching for Image Retrieval. arXiv preprint arXiv:1803.05401. 2018
- Ensemble methods. Machine learning with Spark™ and Python{®}, Cambridge Series in Statistical and Probabilistic Mathematics. Cambridge University Press. 449-523. 2018
- Interactive classification for deep learning interpretation. arXiv preprint arXiv:1806.05660. 2018
- Large graph exploration via subgraph discovery and decomposition. arXiv preprint arXiv:1808.04414. 2018
- Robust physical adversarial attack on faster r-cnn object detector. corr abs/1804.05810 (2018). arXiv preprint arXiv:1804.05810. 2018
- VIGOR: Interactive Visual Exploration of Graph Query Results. IEEE Transactions on Visualization and Computer Graphics. 24:215-225. 2018
- Search Rank Fraud and Malware Detection in Google Play. IEEE Transactions on Knowledge and Data Engineering. 29:1329-1342. 2017
- Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K). IEEE Pervasive Computing. 16:18-22. 2017
- Exploratory Visual Analytics of Mobile Health Data: Sensemaking Challenges and Opportunities. Mobile Health. 349-360. 2017
- Keeping the bad guys out: Protecting and vaccinating deep learning with jpeg compression. 🚀 arXiv preprint arXiv:1705.02900 — tech-transferred to Intel. 2017
- Node Immunization on Large Graphs: Theory and Algorithms. IEEE Transactions on Knowledge and Data Engineering. 28:113-126. 2016
- Interactive browsing and navigation in relational databases. Proceedings of the VLDB Endowment. 9:1017-1028. 2016
- Constraint based temporal event sequence mining for Glioblastoma survival prediction. Journal of Biomedical Informatics. 61:267-275. 2016
- Energy and Data Science Academia Talks 2016
- Naturalmotion: Exploring gesture controls for visualizing time-evolving graphs. Proceedings of IEEE VIS (poster session). 2016
- Center of excellence for mobile sensor data-to-knowledge (MD2K). Journal of the American Medical Informatics Association. 22:1137-1142. 2015
- To catch a fake: Curbing deceptive Yelp ratings and venues. Statistical Analysis and Data Mining: The ASA Data Science Journal. 8:147-161. 2015
- Understanding variations in pediatric asthma care processes in the emergency department using visual analytics. Journal of the American Medical Informatics Association. 22:318-323. 2015
- ACM IUI 2015 conference highlights. AI Matters. 2:14-15. 2015
- Identifying and prioritizing fire inspections: a case study of predicting fire risk in Atlanta. Bloomberg Data for Good Exchange, New York, NY, USA. 2015
- M-flash: Fast billion-scale graph computation using block partition model. arXiv preprint arXiv:1506.01406. 2015
- Seeing the Forest through the Trees: Adaptive Local Exploration of Large Graphs. arXiv preprint arXiv:1505.06792. 2015
- Spotting suspicious reviews via (quasi-) clique extraction. arXiv preprint arXiv:1509.05935. 2015
- GLO-STIX: Graph-Level Operations for Specifying Techniques and Interactive eXploration. IEEE Transactions on Visualization and Computer Graphics. 20:2320-2328. 2014
- SharkFin: Spatio-temporal mining of software adoption and penetration. Social Network Analysis and Mining. 4:1-15. 2014
- Large-scale insider trading analysis: patterns and discoveries. Social Network Analysis and Mining. 4:1-17. 2014
- Big graph mining for the web and social media: algorithms, anomaly detection, and applications.. WSDM. 14:677-678. 2014
- Big graph mining: Algorithms, anomaly detection, and applications. Proceedings of the ACM ASONAM. 13:25-28. 2013
- Clustering 2013
- Text Analytics (Text Mining) 2013
- Time Series 2013
- $\backslash$textsc TourViz: Interactive Visualization of Connection Pathways in Large Graphs 2012
- Islands and bridges: Making sense of marked nodes in large graphs. CMU-CS-12-124. 2012
- Mining and Visualizing Connection Pathways in Large Information Networks 2012
- Catching bad guys with graph mining. XRDS: Crossroads, The ACM Magazine for Students. 17:16-18. 2011
- Making Sense of Large Network Data: Combining Rich User Interaction and Machine Learning 2011
- Understanding and Interacting with Massive Networks: Bridging Data Mining & Human-Computer Interaction 2011
- Inference of beliefs on billion-scale graphs 2010
- Graphite: A Tool for Visually Querying Large Social Networks 2008
- 15-826: Multimedia Databases and Data Mining
- A Large-Scale Image Database of Malicious Software
- ADAGE: A Framework for Generating Adaptable Intervals from Streaming Edges
- Atomic Operations for Specifying Graph Visualization Techniques
- Big Graph Mining (BGM) Chairs’ Welcome
- Designing a Visual Analytics System for Industry-Scale Deep Neural Network Models
- Detecting and Mitigating Adversarial Attacks Through Robust Feature Alignment
- Egonetwork Properties and Successful Filmmaking
- Evaluating Robustness of Vision Transformers on Imbalanced Datasets
- Making Sense of Graph Query Results: Interactive Summarization and Exploration
- Mitigating Fire Risks Using Visual and Data Analysis
- Pervasive Health
- Poster: Effort-based Detection of Comment Spammers
- Poster: Spotting Suspicious Reviews via (Quasi-) clique Extraction
- SHIFTR: A Fast and Scalable System for Ad Hoc Sensemaking of Large Graphs
- TRAFFICBOARD: Digital Spatio-Temporal Pinboard for Human Trafficking Detection
- The eBay Graph: How Do Online Auction Users Interact? 1569100833
- VIS 2022
- VQ-VAE EXPLAINER: Learn Vector-Quantized Variational Autoencoders with Interactive Visualization
- how people describe software problems
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article
- Transformer Explainer: Learning LLM Transformers with Interactive Visual Explanation and Experimentation. Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems. 2026
- Managing Project Teams in an Online Class of 1000+ Students. Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2. 2025
- ARCollab: Towards Multi-User Interactive Cardiovascular Surgical Planning in Mobile Augmented Reality. Extended Abstracts of the CHI Conference on Human Factors in Computing Systems. 2024
- MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation. Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. 2024
- Nested Fusion: A Method for Learning High Resolution Latent Structure of Multi-Scale Measurement Data on Mars. Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. 2024
- SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks. Extended Abstracts of the CHI Conference on Human Factors in Computing Systems. 2024
- Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries. Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. 2023
- GAM Coach: Towards Interactive and User-centered Algorithmic Recourse. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. 2023
- Lessons from the Development of an Anomaly Detection Interface on the Mars Perseverance Rover using the ISHMAP Framework. Proceedings of the 28th International Conference on Intelligent User Interfaces. 2023
- WebSHAP: Towards Explaining Any Machine Learning Models Anywhere. Companion Proceedings of the ACM Web Conference 2023. 2023
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book
- ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio. Ed. 11053 LNAI. Springer International Publishing. 2019
- ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector. Ed. 11051 LNAI. Springer International Publishing. 2019
- Approximate Query Matching for Graph-Based Holistic Image Retrieval. Ed. 10968 LNCS. Springer International Publishing. 2018
- Exploratory Visual Analytics of Mobile Health Data: Sensemaking Challenges and Opportunities. Springer International Publishing. 2017
- M-Flash: Fast Billion-Scale Graph Computation Using a Bimodal Block Processing Model. Ed. 9852 LNAI. Springer International Publishing. 2016
- Unifying Guilt-by-Association Approaches: Theorems and Fast Algorithms. Ed. 6912 LNAI. Springer Berlin Heidelberg. 2011
- Detecting Fraudulent Personalities in Networks of Online Auctioneers. Ed. 4213 LNAI. Springer Berlin Heidelberg. 2006
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book section
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chapter
- Differentiable Rendering Powered End-to-End Adversarial Attack Evaluation. Advances in Knowledge Discovery and Data Mining. Springer Nature Singapore. 107-120. 2026
- SkeleVision: Towards Adversarial Resiliency of Person Tracking with Multi-Task Learning. Computer Vision – ECCV 2022 Workshops. Springer Nature Switzerland. 449-466. 2023
- Building Big Data Processing and Visualization Pipeline through Apache Zeppelin. Proceedings of the Practice and Experience on Advanced Research Computing. ACM. 1-7. 2018
- Search Rank Fraud De-Anonymization in Online Systems. Proceedings of the 29th on Hypertext and Social Media. ACM. 174-182. 2018
- GLOs. CHI '14 Extended Abstracts on Human Factors in Computing Systems. ACM. 1375-1380. 2014
- HCI meets data mining: principles and tools for big data analytics. CHI'14 Extended Abstracts on Human Factors in Computing Systems. 1039-1040. 2014
- Fast interactive visualization for multivariate data exploration. CHI '13 Extended Abstracts on Human Factors in Computing Systems. ACM. 1773-1778. 2013
- TopicViz: Interactive topic exploration in document collections. CHI'12 Extended Abstracts on Human Factors in Computing Systems. 2177-2182. 2012
- SHIFTR: a user-directed, link-based system for ad hoc sensemaking of large heterogeneous data collections. CHI'09 Extended Abstracts on Human Factors in Computing Systems. 3535-3536. 2009
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conference paper
- Transformer Explainer: Learning LLM Transformers with Interactive Visual Explanation and Experimentation. Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems. 1-21. 2026
- Managing Project Teams in an Online Class of 1000+ Students. Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2. 1629-1630. 2025
- Llm attributor: Interactive visual attribution for llm generation. Proceedings of the AAAI Conference on Artificial Intelligence. 29655-29657. 2025
- Nested Fusion: A Method for Learning High Resolution Latent Structure of Multi-Scale Measurement Data on Mars. Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. 5969-5978. 2024
- MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation. Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. 2765-2770. 2024
- ARCollab: Towards Multi-User Interactive Cardiovascular Surgical Planning in Mobile Augmented Reality. Extended Abstracts of the CHI Conference on Human Factors in Computing Systems. 1-6. 2024
- SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks. Extended Abstracts of the CHI Conference on Human Factors in Computing Systems. 1-17. 2024
- Dense associative memory through the lens of random features. The Thirty-eighth Annual Conference on Neural Information Processing Systems. 2024
- Effective Guidance for Model Attention with Simple Yes-no Annotations. 2024 IEEE International Conference on Big Data (BigData). 1019-1028. 2024
- Multi-User Mobile Augmented Reality for Cardiovascular Surgical Planning. 2024 IEEE Visualization and Visual Analytics (VIS). 201-205. 2024
- T-net: Weakly supervised graph learning for combatting human trafficking. Proceedings of the AAAI Conference on Artificial Intelligence. 22276-22284. 2024
- Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries. Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. 2044-2054. 2023
- WebSHAP: Towards Explaining Any Machine Learning Models Anywhere. Companion Proceedings of the ACM Web Conference 2023. 262-266. 2023
- GAM Coach: Towards Interactive and User-centered Algorithmic Recourse. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. 1-20. 2023
- Lessons from the Development of an Anomaly Detection Interface on the Mars Perseverance Rover using the ISHMAP Framework. Proceedings of the 28th International Conference on Intelligent User Interfaces. 91-105. 2023
- Evaluating robustness of vision transformers on imbalanced datasets (student abstract). Proceedings of the AAAI Conference on Artificial Intelligence. 16252-16253. 2023
- Llm self defense: By self examination, llms know they are being tricked. 🚀 The Second Tiny Papers Track at ICLR 2024. 2023
- Memory in plain sight: A survey of the uncanny resemblances between diffusion models and associative memories. Associative Memory ${$$\backslash$&$}$ Hopfield Networks in 2023. 2023
- TGRAPP: anomaly detection and visualization of large-scale call graphs. Proceedings of the AAAI Conference on Artificial Intelligence. 16410-16412. 2023
- Towards mitigating spurious correlations in image classifiers with simple yes-no feedback. AI and HCI Workshop at the 40th International Conference on Machine Learning. 2023
- A search engine for discovery of scientific challenges and directions. Proceedings of the AAAI Conference on Artificial Intelligence. 11982-11990. 2022
- A universal abstraction for hierarchical Hopfield networks. The Symbiosis of Deep Learning and Differential Equations II. 2022
- Context-aware Traffic Flow Forecasting in New Roads. Proceedings of the 31st ACM International Conference on Information & Knowledge Management. 4133-4137. 2022
- DetectorDetective: Investigating the effects of adversarial examples on object detectors. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 21484-21491. 2022
- Erasing labor with labor: Dark patterns and lockstep behaviors on google play. Proceedings of the 33rd ACM Conference on Hypertext and Social Media. 186-191. 2022
- Explaining Website Reliability by Visualizing Hyperlink Connectivity. 2022 IEEE Visualization and Visual Analytics (VIS). 26-30. 2022
- Interpretability, then what? editing machine learning models to reflect human knowledge and values. 🚀 Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. 4132-4142. 2022
- Listen, know and spell: Knowledge-infused subword modeling for improving asr performance of oov named entities. ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 7887-7891. 2022
- MalNet: A large-scale image database of malicious software. Proceedings of the 31st ACM International Conference on Information & Knowledge Management. 3948-3952. 2022
- MisVis: Explaining web misinformation connections via visual summary. CHI Conference on Human Factors in Computing Systems Extended Abstracts. 1-6. 2022
- Skelevision: Towards adversarial resiliency of person tracking with multi-task learning. European Conference on Computer Vision. 449-466. 2022
- Timbertrek: Exploring and curating sparse decision trees with interactive visualization. 2022 IEEE Visualization and Visual Analytics (VIS). 60-64. 2022
- Viscuit: Visual auditor for bias in cnn image classifier. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 21475-21483. 2022
- Vispad: Visualization and pattern discovery for fighting human trafficking. Companion Proceedings of the Web Conference 2022. 273-277. 2022
- Visual auditor: Interactive visualization for detection and summarization of model biases. 2022 IEEE Visualization and Visual Analytics (VIS). 45-49. 2022
- Visual exploration of literature with Argo Scholar. Proceedings of the 31st ACM International Conference on Information & Knowledge Management. 4912-4916. 2022
- A survey of human-centered evaluations in human-centered machine learning. Computer Graphics Forum. 543-568. 2021
- Cup: Cluster pruning for compressing deep neural networks. 2021 IEEE International Conference on Big Data (Big Data). 5102-5106. 2021
- EnergyVis: interactively tracking and exploring energy consumption for ML models. Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems. 1-7. 2021
- Evaluating graph vulnerability and robustness using tiger. proceedings of the 30th ACM international conference on Information & Knowledge Management. 4495-4503. 2021
- Har: Hardness aware reweighting for imbalanced datasets. 2021 IEEE International Conference on Big Data (Big Data). 735-745. 2021
- SkeletonVis: Interactive visualization for understanding adversarial attacks on human action recognition models. Proceedings of the AAAI Conference on Artificial Intelligence. 16094-16096. 2021
- Towards Secure and Interpretable AI: Scalable Methods, Interactive Visualizations, and Practical Tools. APS March Meeting Abstracts. L61-001. 2021
- Argo Lite. International Conference on Information and Knowledge Management, Proceedings. 3071-3076. 2020
- AR-CF. Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. 1251-1260. 2020
- GOGGLES: Automatic Image Labeling with Affinity Coding. Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. 1717-1732. 2020
- RECAST: Interactive Auditing of Automatic Toxicity Detection Models. ACM International Conference Proceeding Series. 80-82. 2020
- CNN 101: Interactive Visual Learning for Convolutional Neural Networks. Conference on Human Factors in Computing Systems - Proceedings. 1-7. 2020
- Massif: Interactive Interpretation of Adversarial Attacks on Deep Learning. Conference on Human Factors in Computing Systems - Proceedings. 1-7. 2020
- REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild. Proceedings of The Web Conference 2020. 1704-1714. 2020
- Bluff: Interactively deciphering adversarial attacks on deep neural networks. 2020 IEEE Visualization Conference (VIS). 271-275. 2020
- D2M: Dynamic Defense and Modeling of Adversarial Movement in Networks. Proceedings of the 2020 SIAM International Conference on Data Mining. 541-549. 2020
- How does visualization help people learn deep learning? Evaluating GAN Lab with observational study and log analysis. 2020 IEEE Visualization Conference (VIS). 266-270. 2020
- Unmask: Adversarial detection and defense through robust feature alignment. 2020 IEEE International Conference on Big Data (Big Data). 1081-1088. 2020
- FAIRVIS: Visual Analytics for Discovering Intersectional Bias in Machine Learning. 2019 IEEE Conference on Visual Analytics Science and Technology (VAST). 46-56. 2019
- Mixed Reality for Learning Programming. Proceedings of the 18th ACM International Conference on Interaction Design and Children. 574-579. 2019
- Atlas. International Conference on Intelligent User Interfaces, Proceedings IUI. 165-176. 2019
- ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio. Machine Learning and Knowledge Discovery in Databases. 677-681. 2019
- Discovery of Intersectional Bias in Machine Learning Using Automatic Subgroup Generation. ICLR Debugging Machine Learning Models Workshop. 2019
- How does visualization help people learn deep learning? evaluation of gan lab. IEEE VIS 2019 Workshop on EValuation of Interactive VisuAl Machine Learning Systems. 2019
- ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector. Machine Learning and Knowledge Discovery in Databases. 52-68. 2019
- Local Partition in Rich Graphs. 2018 IEEE International Conference on Big Data (Big Data). 1001-1008. 2018
- Scalable K-Core Decomposition for Static Graphs Using a Dynamic Graph Data Structure. 2018 IEEE International Conference on Big Data (Big Data). 1134-1141. 2018
- Building Big Data Processing and Visualization Pipeline through Apache Zeppelin. ACM International Conference Proceeding Series. 1-7. 2018
- SHIELD. Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 196-204. 2018
- Search Rank Fraud De-Anonymization in Online Systems. HT 2018 - Proceedings of the 29th ACM Conference on Hypertext and Social Media. 174-182. 2018
- Augmenting Coding. ACM International Conference Proceeding Series. 156-159. 2018
- Approximate Query Matching for Graph-Based Holistic Image Retrieval. Big Data--BigData 2018: 7th International Congress, Held as Part of the Services Conference Federation, SCF 2018, Seattle, WA, USA, June 25--30, 2018, Proceedings. 72-84. 2018
- Compression to the rescue: Defending from adversarial attacks across modalities. ACM SIGKDD Conference on Knowledge Discovery and Data Mining. 2018
- Development and analysis of surrogate hybrid functionals using neural networks, uncertainty quantification, and visualization. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY. 2018
- Interactive Classification for Deep Learning Interpretation. Demo. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2018
- Physical Adversarial Attack on Object Detectors. ACM SIGKDD Conference on Knowledge Discovery and Data Mining. 2018
- Predicting Cyber Threats with Virtual Security Products. ACM International Conference Proceeding Series. 189-199. 2017
- mHealth visual discovery dashboard. Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers. 237-240. 2017
- Analysis of Smoking and Drinking Relapse in an Online Community. ACM International Conference Proceeding Series. 33-42. 2017
- FACETS: Adaptive Local Exploration of Large Graphs. Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. 597-605. 2017
- Visual Graph Query Construction and Refinement. Proceedings of the 2017 ACM International Conference on Management of Data. 1587-1590. 2017
- ShapeShop. Conference on Human Factors in Computing Systems - Proceedings. 1694-1699. 2017
- Carina. 26th International World Wide Web Conference 2017, WWW 2017 Companion. 775-776. 2017
- Building a research data science platform from industrial machines. 2016 IEEE International Conference on Big Data (Big Data). 2270-2275. 2016
- Firebird. Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 185-194. 2016
- Interactive browsing and navigation in relational databases. Proceedings of the VLDB Endowment. 1017-1028. 2016
- FairPlay: Fraud and Malware Detection in Google Play. 16th SIAM International Conference on Data Mining 2016, SDM 2016. 99-107. 2016
- M3. Proceedings of the 2016 International Conference on Management of Data. 2249-2250. 2016
- Visual exploration of machine learning results using data cube analysis. HILDA 2016 - Proceedings of the Workshop on Human-In-the-Loop Data Analytics. 1-6. 2016
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document
- Introduction to the Special Issue on Highlights of ACM Intelligent User Interface (IUI) 2019. ACM Transactions on Interactive Intelligent Systems. 1-2. 2020
- Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12, Iss. 1): Introduction by the Guest Editors. 1-2. 2019
- Fraud Detection Using Social Network Analysis: A Case Study. 2018
- TKDD Special Issue on Interactive Data Exploration and Analytics. 1-1. 2018
- Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics (IDEA) 2016
- Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics 2013
- Inferring file and website reputations by belief propagation leveraging machine reputation 2012
- Polonium: Tera-scale graph mining and inference for malware detection Proceedings of the 2011 SIAM International Conference on Data Mining 2011
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