Publication FlexNN: Efficient and Adaptive DNN Inference on Memory-Constrained Edge Devices Xiangyu Li, Yuanchun Li, Yuanzhe Li, Ting Cao, Yunxin Liu International Conference on Mobile Computing and Networking (MobiCom ’24) | November 2024
Publication Dimensions of Generative AI Evaluation Design Alex Dow, Jennifer Wortman Vaughan, Solon Barocas, Chad Atalla, Alex Chouldechova, Hanna Wallach November 2024 November 2024
Publication Rethinking the Switch Architecture for Stateful In-network Computing Alberto Lerner, Davide Zoni, Paolo Costa, Gianni Antichi 23rd ACM Workshop on Hot Topics in Networks (HotNets) | November 2024
Publication CosMAC: Constellation-Aware Medium Access and Scheuduling for IoT Satellites Jayanth Shenoy, Om Chabra, Tusher Chakraborty, Suraj Jog, Deepak Vasisth, Ranveer Chandra ACM MobiCom | November 2024 Best Community Paper Award Project Project
Publication Evaluating Generative AI Systems is a Social Science Measurement Challenge Hanna Wallach, Meera Desai, Nick Pangakis, A. Feder Cooper, Angelina Wang, Solon Barocas, Alex Chouldechova, Chad Atalla, Su Lin Blodgett, Emily Corvi, Alex Dow, Jean Garcia-Gathright, Alexandra Olteanu, Stefanie Reed, Emily Sheng, Dan Vann, Jennifer Wortman Vaughan, Matthew Vogel, Hannah Washington, Abigail Z. Jacobs November 2024 November 2024
Publication Dukawalla: Voice Interfaces for Small Businesses in Africa Elizabeth Ankrah, Stephanie Nyairo, Mercy Muchai, Kagonya Awori, Millicent Ochieng, Mark Kariuki, Jacki O'Neill ArXiv | November 2024 Project
Publication Pearl: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers Sheshera Mysore, Zhuoran Lu, Mengting Wan, Longqi Yang, Bahar Sarrafzadeh, Steve Menezes, Tina Baghaee, Emmanuel Barajas Gonzalez, Jennifer Neville, Tara Safavi Workshop on Customizable NLP: Progress and Challenges in Customizing NLP for a Domain, Application, Group, or Individual (CustomNLP4U) | November 2024
Publication Crescent: Stronger Privacy for Existing Credentials Christian Paquin, Guru-Vamsi Policharla, Greg Zaverucha IACR Cryptol. ePrint Arch. | November 2024
Publication SilvanForge: A Schedule-Guided Retargetable Compiler for Decision Tree Inference Ashwin Prasad, Sampath Rajendra, Kaushik Rajan, R Govindarajan, Uday Bondhugula Symposium on Operating Systems Principles | November 2024 Project
Publication LORASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning Yifan Yang, Yifei Shen, Yuqing Yang, Lili Qiu, Fangyun Wei Empirical Methods in Natural Language Processing | November 2024