Illinois Computer Science Speaker Series - Public
Illinois Computer Science Speaker Series - Public
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Abstract: The computing landscape is undergoing a profound shift. Growing demand, climate-driven volatility, and tight resource constraints are putting pressure on…
Special Seminar - Noman Bashir, "Rethinking…
From cs-speakerseries
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Abstract: First, we will argue for the need for fully transparent open-source large language models (LLMs), and we will describe the efforts of MBZUAI's Institute…
Colloquium - Preslav Nakov, “Towards Truly…
From cs-speakerseries
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Abstract: There has been much debate about rigor, transparency, and reproducibility of biomedical research in recent years. Ongoing efforts aim to address issues in…
Colloquium - Halil Kilicoglu, "Enhancing…
From cs-speakerseries
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Abstract: Testing and verifying concurrent software is challenging due to the vast number of possible thread interleavings. But many of these interleavings are…
Colloquium - Umang Mathur, “ Equivalences…
From cs-speakerseries
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Abstract: In the first part of my talk, I shall present the Hierarchical Memory Transformer (HMT), a novel large-language model (LLM) that is capability of processing…
DLS - Jason Cong, "Efficient LLMs: From…
From cs-speakerseries
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Abstract: Mixed Reality (MR) systems aim to create seamless, immersive experiences. Achieving this requires understanding how the user perceives the experience, how it…
Special Seminar - Yasra Chandio, "System…
From cs-speakerseries
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Abstract: In the era of foundation models and Large Language Models (LLMs), Euclidean space has been the de facto geometric setting for machine learning architectures.…
Colloquium - Rex (Zhitao) Ying, "A…
From cs-speakerseries
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Special Seminar - Ananya Bhattarcharjee,…
Abstract: How can we design adaptive interventions that respond to the situational factors shaping people’s health and wellbeing—for example, a young parent…Special Seminar - Ananya Bhattarcharjee, "Adaptive Narrative Interventions for Supporting Wellbeing"
From cs-speakerseries
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Abstract: Creating intelligent machines capable of human-level (or superior) problem-solving has been a long-standing challenge for computer scientists. Meanwhile,…
Special Seminar - Kazuki Irie, "Rethinking…
From cs-speakerseries
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Abstract: Software performance engineering (SPE) is the science and art of making code run fast or otherwise limiting its consumption of resources, such as power,…
The Utpal Banerjee Distinguished Lecture in High…
From cs-speakerseries
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Special Seminar - Subigya Nepal, "Leveraging… 11 of 30
Special Seminar - Subigya Nepal, "Leveraging…
Abstract: Mental health conditions affect millions globally, yet traditional assessment methods rely on sporadic clinical visits that may miss important behavioral…Special Seminar - Subigya Nepal, "Leveraging…
From cs-speakerseries
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Abstract: Recent advances in machine learning (ML) have revolutionized various fields by enabling systems to learn complex patterns, make intelligent decisions, and…
DLS - Masashi Sugiyama, "Towards Reliable…
From cs-speakerseries
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Abstract: In this seminar, we will first introduce an efficient approximation method for the Wasserstein distance [1]. While the Wasserstein distance is a powerful…
Colloquium - Makoto Yamada, "Approximating…
From cs-speakerseries
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Abstract: Since the invention of personal computing devices, such as PCs and mobile devices, we have gained unprecedented access to the digital world. As Extended…
Special Seminar - Chang Xiao, "Bridging the…
From cs-speakerseries
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Colloquium - Yizhou Sun, "AI for Science and… 16 of 30
Colloquium - Yizhou Sun, "AI for Science and…
Abstract: Recently, AI has demonstrated its power in advancing science and engineering across different areas. Traditionally, AI technologies are mainly developed for…Colloquium - Yizhou Sun, "AI for Science and…
From cs-speakerseries
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Abstract: Computer scientists have always built languages and libraries to make it easier to write software for different domains. In the last decade, the demand for…
Colloquium - Fred Kjolstad,…
From cs-speakerseries
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Abstract: COVID-19 has significantly affected the behavioural patterns of urban visitors. However, the non-linear relationships between visitor behaviour and built…
Colloquium - Kojiro Sho, "Unveiling Urban…
From cs-speakerseries
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Abstract: Do you love probability? But are you sad that all the good stuff was done 100+ years ago? Like, you'll never get to be Boole (1847) inventing the Union…
DLS - Ryan O'Donnell, "Wake Up Babe,…
From cs-speakerseries
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Abstract: During the past two years, my students and I have been designing, developing, and evaluating methods to enhance knowledge and reasoning capabilities of…
Colloquium - Meng Jiang, "Lessons Learned…
From cs-speakerseries
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Abstract: Theoretical CS is an important part of CS education and lays the foundations for understanding the inherent complexities of computational problems. Students…
Teaching Special Seminar - Harsha Tirumala,…
From cs-speakerseries
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Abstract: What qualities are most important in an instructor? How do we ensure student success? How do we create the best possible learning environment? Consistency,…
Teaching Special Seminar - Konstantinos Ameranis,…
From cs-speakerseries
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Abstract: Teaching lies at the heart of academia, and I believe it plays a direct role in shaping the success of an institution. In this talk, I hope to share, to the…
Teaching Special Seminar - Linh Nguyen,…
From cs-speakerseries
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Abstract: I will recount the story of my career in computing, mostly as an academic at the University of Illinois Urbana-Champaign since 1981. This story will include a…
Colloquium - Michael Loui, "My Career in…
From cs-speakerseries
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DLS - Patrick McDaniel, "Adversarial Machine… 25 of 30
DLS - Patrick McDaniel, "Adversarial Machine…
Abstract: Machine learning is revolutionizing technology and society. However, like any technology, it can be misused by adversaries and our understanding of the…DLS - Patrick McDaniel, "Adversarial Machine…
From cs-speakerseries
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Abstract: Using data compression methods in the memory hierarchy can improve the efficiency of memory systems by enabling higher effective cache capacity, more effective…
DLS - Per Stenstrom, "Enabling Efficient…
From cs-speakerseries
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Abstract: In recent years, artificial intelligence (AI) has achieved great success in many fields. Although impressive advances have been made, AI algorithms still…
Colloquium - Yaoyao Liu, "Learning from…
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Abstract: Recent hardware advances have brought multicore parallel machines to the mainstream. Although the progress in hardware advance seems promising, it does not…
Colloquium - Yihan Sun, "Scalable Parallel…
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Abstract: Artificial intelligence (AI) has emerged as a powerful tool for solving complex health problems. AI for health is fueled by both the advancement in AI methods…
Colloquium - Chenyang Lu, "AI for Health…
From cs-speakerseries
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Abstract: Data plays an increasingly crucial role in both the performance and the safety of AI models. In this talk, I will advocate for data attribution--a family of…
Colloquium - Jiaqi Ma, "Data Attribution: A…
From cs-speakerseries
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