Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Reducto: On-Camera Filtering for Resource-Efficient Real-Time Video Analytics
Published in ACM SIGCOMM 2020, 2020
Camera-side frame filtering to cut bandwidth/compute for real-time video analytics; evaluated on DNN-based detection pipelines.
Recommended citation: Li, Y., Padmanabhan, A., Zhao, P., Wang, Y. (F.), Xu, G. H., and Netravali, R., “Reducto: On-Camera Filtering for Resource-Efficient Real-Time Video Analytics,” in Proceedings of ACM SIGCOMM 2020, pp. 359–376, Aug. 10–14, 2020.
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A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis
Published in NeurIPS 2024, 2024
Concept-bottleneck models enriched with knowledge priors from medical textbooks/PubMed to improve robustness under domain shifts.
Recommended citation: Yang, Y., Gandhi, M., Wang, Y., Wu, Y., Yao, M. S., Callison-Burch, C., Gee, J. C., and Yatskar, M., “A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis,” Advances in Neural Information Processing Systems 37, 2024.
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Towards Understanding Ambiguity Resolution in Multimodal Inference of Meaning
Published in IEEE ICDL 2025, 2025
Human- and AI-centric analyses of how learners infer a masked word’s meaning from image–text pairs; identifies features correlated with success.
Recommended citation: Wang, Y. (Fiona), Kovashka, A., Fernández, L., Coutanche, M. N., and Wiener, S., “Towards Understanding Ambiguity Resolution in Multimodal Inference of Meaning,” IEEE International Conference on Development and Learning (ICDL), September 2025.
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Probing Logical Reasoning of MLLMs in Scientific Diagrams
Published in EMNLP 2025 (Main Conference, Short), 2025
Short paper on evaluating MLLMs’ logical reasoning over scientific diagram problems.
Recommended citation: Wang, Y. (Fiona) and Kovashka, A., “Probing Logical Reasoning of MLLMs in Scientific Diagrams,” in Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing (Short), November 2025.
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talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.