{"688636":{"#nid":"688636","#data":{"type":"event","title":"Ph.D. Proposal Oral Exam - Akshat Ramachandran","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp; \u003C\/strong\u003E\u003Cem\u003ECo-Designing Hardware And Algorithms For Efficient Foundational Model Computing Via Adaptable Sparsity And Quantization\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Krishna, Advisor\u003C\/p\u003E\u003Cp\u003EDr. Lin, Chair\u003C\/p\u003E\u003Cp\u003EDr. Qureshi\u003C\/p\u003E\u003Cp\u003EDr. Falsafi\u003C\/p\u003E\u003Cp\u003EDr. Kundu\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe objective of this research is to enable efficient and accurate foundation model inference through cross-layer co-optimization of algorithms and hardware across a continuum of granularities\u2014from static, model-centric strategies to dynamic, token-centric execution\u2014leveraging flexible sparsity and quantization techniques.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Co-Designing Hardware And Algorithms For Efficient Foundation Model Computing Via Adaptable Sparsity And Quantization"}],"uid":"28475","created_gmt":"2026-03-02 22:21:00","changed_gmt":"2026-03-11 21:07:56","author":"Daniela Staiculescu","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-03-19T15:00:00-04:00","event_time_end":"2026-03-19T17:00:00-04:00","event_time_end_last":"2026-03-19T17:00:00-04:00","gmt_time_start":"2026-03-19 19:00:00","gmt_time_end":"2026-03-19 21:00:00","gmt_time_end_last":"2026-03-19 21:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Room 1315, Klaus","extras":[],"related_links":[{"url":"https:\/\/gatech.zoom.us\/j\/97215734709?pwd=bwZb1k4MOpTabr9akN0zSlTNu6TpCU.1\u0026from=addon","title":"Zoom link"}],"groups":[{"id":"434371","name":"ECE Ph.D. Proposal Oral Exams"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"},{"id":"1808","name":"graduate students"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}}}