Event List
retrieve:
Return the details about the given Event id.
list:
List all Event objects.
GET /api/v1/events/?format=api&offset=80&ordering=event__end_time
{ "count": 203, "next": "https://memento.epfl.ch/api/v1/events/?format=api&limit=10&offset=90&ordering=event__end_time", "previous": "https://memento.epfl.ch/api/v1/events/?format=api&limit=10&offset=70&ordering=event__end_time", "results": [ { "id": 71834, "title": "Language-Based Safety and Isolation Across System Composition Boundaries", "slug": "language-based-safety-and-isolation-across-system", "event_url": "https://memento.epfl.ch/event/language-based-safety-and-isolation-across-system", "visual_url": "https://memento.epfl.ch/image/33154/200x112.jpg", "visual_large_url": "https://memento.epfl.ch/image/33154/720x405.jpg", "visual_maxsize_url": "https://memento.epfl.ch/image/33154/max-size.jpg", "lang": "en", "start_date": "2026-06-19", "end_date": "2026-06-19", "start_time": "09:00:00", "end_time": "11:00:00", "description": "<u>DIC candidacy exam</u><br>\r\nExam president: Prof. Anne-Marie Kermarrec<br>\r\nThesis advisor: Prof. Mathias Payer<br>\r\nCo-examiner: Prof. Thomas Bourgeat<br>\r\n<br>\r\n<u>Abstract</u><br>\r\nThe OS kernel was exposed due to vulnerable drivers as one vulnerability could bring down the whole system. Since fixing all driver bugs is nearly impossible, isolation of drivers is necessary to be a fundamental mechanism for reducing the attack surface between system composition boundaries. Compared with hardware-based isolation(Xen, Nooks, etc) and software-based isolation (e.g. SFI), language-based isolation often gains fine-grained safety, such as type constraints and thread-safety properties. <br>\r\nSafeDrive was an early effort to protect Linux C drivers using type checks, memory-safety invariants, and recovery support, but it still had overhead and incomplete safety. RedLeaf, built in Rust completely, reduces runtime checks by relying on Rust's ownership system while enabling efficient communication through validated interfaces. As Rust enters mainline Linux, a new challenge appears: Rust components need to interact with legacy foreign-language code, where safety guarantees can break. Omniglot addresses this by enabling safe, zero-copy interaction between Rust and unmodified untrusted code using carefully designed memory isolation primitives.<br>\r\nGoing forward, my research will continue to focus on the intersection of operating systems and programming languages.<br>\r\n<br>\r\n<u>Selected papers</u><br>\r\n<strong>Paper 1: </strong>SafeDrive: Safe and Recoverable Extensions Using Language-Based Techniques [OSDI'06]\r\n<ul>\r\n\t<li><a href=\"https://dl.acm.org/doi/10.5555/1298455.1298461\">https://dl.acm.org/doi/10.5555/1298455.1298461</a></li>\r\n</ul>\r\n<strong>Paper 2: </strong>RedLeaf: Isolation and Communication in a Safe Operating System [OSDI'20]\r\n\r\n<ul>\r\n\t<li><a href=\"https://www.usenix.org/conference/osdi20/presentation/narayanan-vikram\">https://www.usenix.org/conference/osdi20/presentation/narayanan-vikram</a></li>\r\n</ul>\r\n<strong>Paper 3: </strong>Building Bridges: Safe Interactions with Foreign Languages through Omniglot [OSDI'25]\r\n\r\n<ul>\r\n\t<li><a href=\"https://www.usenix.org/conference/osdi25/presentation/schuermann\">https://www.usenix.org/conference/osdi25/presentation/schuermann</a></li>\r\n</ul>", "image_description": "", "creation_date": "2026-05-08T11:09:55", "last_modification_date": "2026-05-08T11:10:13", "link_label": "", "link_url": "", "canceled": "False", "cancel_reason": "", "place_and_room": "BC 133", "url_place_and_room": "https://plan.epfl.ch/?room==BC%20133", "url_online_room": "", "spoken_languages": [], "speaker": "Yiwen Xu", "organizer": "", "contact": "[email protected]", "is_internal": "False", "theme": "", "vulgarization": { "id": 1, "fr_label": "Tout public", "en_label": "General public" }, "registration": { "id": 3, "fr_label": "Entrée libre", "en_label": "Free" }, "keywords": "EDIC candidacy exam", "file": null, "icalendar_url": "https://memento.epfl.ch/event/export/120700/", "category": { "id": 1, "code": "CONF", "fr_label": "Conférences - Séminaires", "en_label": "Conferences - Seminars", "activated": true }, "academic_calendar_category": null, "domains": [], "mementos": [ "https://memento.epfl.ch/api/v1/mementos/6/?format=api", "https://memento.epfl.ch/api/v1/mementos/27/?format=api", "https://memento.epfl.ch/api/v1/mementos/48/?format=api" ] }, { "id": 71851, "title": "Neuro-X seminar: Prof Damien Thuau - Organic Electrochemical Transistors with Electropolymerized Channel", "slug": "neuro-x-seminar-prof-damien-thuau-organic-electroc", "event_url": "https://memento.epfl.ch/event/neuro-x-seminar-prof-damien-thuau-organic-electroc", "visual_url": "https://memento.epfl.ch/image/33169/200x112.jpg", "visual_large_url": "https://memento.epfl.ch/image/33169/720x405.jpg", "visual_maxsize_url": "https://memento.epfl.ch/image/33169/max-size.jpg", "lang": "en", "start_date": "2026-05-26", "end_date": "2026-05-26", "start_time": "10:00:00", "end_time": "11:00:00", "description": "<p>Organic Electrochemical Transistors (OECTs) have gained significant research interest for applications as chemical/biological sensors and in neuromorphic circuits due to their high transconductance, efficient electron-ion coupling, compatibility with aqueous solutions, conformability, and low voltage operation. These advantages stem from organic mixed ionic-electronic conductors (OMIECs) that enable simultaneous transport of electronic charges and ionic species, which can be direct processed via electropolymerization. This technique offers precise control over polymer film thickness and morphology, facilitating the formation of nanostructures and enabling selective patterning on individual channels without complex photolithography, simplifying OECT fabrication and integration. In this talk, I will discuss the performance of OECTs using various electropolymerized channel materials, starting with PEDOT for dopamine detection, followed PEDOT:N<sub>3</sub>, a clickable OMIEC variant whose threshold voltage can be finely tuned through control of the electropolymerization parameters, and finally P-tri-DPA for zinc ion detection, achieving low limits of detection and high specificity for Zn²⁺ ions. These findings highlight the potential of electropolymerization and OMIEC materials engineering in developing advanced bioelectronic devices.</p>", "image_description": "", "creation_date": "2026-05-12T14:28:49", "last_modification_date": "2026-05-12T14:28:49", "link_label": "", "link_url": "", "canceled": "False", "cancel_reason": "", "place_and_room": "B1-6", "url_place_and_room": "https://plan.epfl.ch/?room==B1%206%20272.043", "url_online_room": "https://epfl.zoom.us/j/66316100683?pwd=64CIcLzsW9F1aqwdTsOBlYp6DjbjjC.1", "spoken_languages": [ "https://memento.epfl.ch/api/v1/spoken_languages/2/?format=api" ], "speaker": "<a href=\"https://www.ims-bordeaux.fr/researchers-and-publications/thuau-damien/\">Prof Damien Thuau</a>", "organizer": "<a href=\"http://people.epfl.ch/giuseppe.schiavone\">Giuseppe Schiavone</a>", "contact": "<a href=\"http://people.epfl.ch/niels.lion\">Niels Lion</a>", "is_internal": "False", "theme": "", "vulgarization": { "id": 2, "fr_label": "Public averti", "en_label": "Informed public" }, "registration": { "id": 3, "fr_label": "Entrée libre", "en_label": "Free" }, "keywords": "", "file": null, "icalendar_url": "https://memento.epfl.ch/event/export/120723/", "category": { "id": 1, "code": "CONF", "fr_label": "Conférences - Séminaires", "en_label": "Conferences - Seminars", "activated": true }, "academic_calendar_category": null, "domains": [], "mementos": [ "https://memento.epfl.ch/api/v1/mementos/347/?format=api", "https://memento.epfl.ch/api/v1/mementos/392/?format=api" ] }, { "id": 71927, "title": "Workshop series “Responsible AI skills for education”", "slug": "workshop-series-responsible-ai-skills-for-educat-3", "event_url": "https://memento.epfl.ch/event/workshop-series-responsible-ai-skills-for-educat-3", "visual_url": "https://memento.epfl.ch/image/33243/200x112.jpg", "visual_large_url": "https://memento.epfl.ch/image/33243/720x405.jpg", "visual_maxsize_url": "https://memento.epfl.ch/image/33243/max-size.jpg", "lang": "en", "start_date": "2026-06-09", "end_date": "2026-06-09", "start_time": "10:00:00", "end_time": "11:00:00", "description": "<p>Current research indicates that the role of generative AI in education is a double-edged sword: on one hand it can assist teachers for designing effective learning tasks and resources, on the other hand it can have negative effects on student learning and raises a range of ethical questions.<br>\r\nIn our new workshop series “Responsible AI skills for education” we will try to navigate these questions by focusing on specific teaching and learning activities and identifying practical skills you can develop for your everyday practice. Through a blend of concise theoretical input and hands-on activities, we will explore both the benefits and the risks of generative AI in education in short 1-hour sessions on campus. The first two workshops in the series focus on quiz design and critical analysis skills.<br>\r\n<br>\r\n<strong>Effective quiz design:</strong><br>\r\nIn this 1-hour workshop, we will focus on the design of effective quiz questions for your class with the assistance of LLM tools. We will explore both the ethical and practical questions associated with LLM use for this task through theoretical inputs and hands-on activities.<br>\r\n </p>", "image_description": "human vs ai", "creation_date": "2026-05-22T09:33:15", "last_modification_date": "2026-05-22T09:38:09", "link_label": "BookWhen", "link_url": "https://bookwhen.com/epfl", "canceled": "False", "cancel_reason": "", "place_and_room": "On Campus", "url_place_and_room": "", "url_online_room": "", "spoken_languages": [ "https://memento.epfl.ch/api/v1/spoken_languages/2/?format=api" ], "speaker": "Center for Digital Education (CEDE)", "organizer": "Center for Digital Education (CEDE)", "contact": "Cécile Hardebolle: [email protected]", "is_internal": "True", "theme": "", "vulgarization": { "id": 2, "fr_label": "Public averti", "en_label": "Informed public" }, "registration": { "id": 3, "fr_label": "Entrée libre", "en_label": "Free" }, "keywords": "Responsible AI, Education, Quiz, Critical Analysis, Skills", "file": null, "icalendar_url": "https://memento.epfl.ch/event/export/120834/", "category": { "id": 15, "code": "FORM", "fr_label": "Formations internes", "en_label": "Internal trainings", "activated": true }, "academic_calendar_category": null, "domains": [], "mementos": [ "https://memento.epfl.ch/api/v1/mementos/6/?format=api", "https://memento.epfl.ch/api/v1/mementos/8/?format=api", "https://memento.epfl.ch/api/v1/mementos/9/?format=api", "https://memento.epfl.ch/api/v1/mementos/27/?format=api", "https://memento.epfl.ch/api/v1/mementos/65/?format=api", "https://memento.epfl.ch/api/v1/mementos/85/?format=api", "https://memento.epfl.ch/api/v1/mementos/432/?format=api" ] }, { "id": 71932, "title": "Failure-Aware LLM Serving for Agentic Workloads", "slug": "failure-aware-llm-serving-for-agentic-workloads", "event_url": "https://memento.epfl.ch/event/failure-aware-llm-serving-for-agentic-workloads", "visual_url": null, "visual_large_url": null, "visual_maxsize_url": null, "lang": "en", "start_date": "2026-06-17", "end_date": "2026-06-17", "start_time": "09:00:00", "end_time": "11:00:00", "description": "<u>EDIC candidacy exam</u><br>\r\nExam president: Prof. Anastasia Ailamaki<br>\r\nThesis advisor: Prof. Anne-Marie Kermarrec<br>\r\nCo-examiner: Prof. Robert West<br>\r\n<br>\r\n<u>Abstract</u><br>\r\n<br>\r\n<br>\r\n<u>Selected papers</u>\r\n<ul>\r\n\t<li>ReAct (<a href=\"https://arxiv.org/pdf/2210.03629\" target=\"_blank\">https://arxiv.org/pdf/2210.03629</a>)</li>\r\n\t<li>Agentix (<a href=\"https://www.usenix.org/system/files/nsdi26-luo.pdf\" target=\"_blank\">https://www.usenix.org/system/files/nsdi26-luo.pdf</a>)</li>\r\n\t<li>Why do multi-agent systems fail? (<a href=\"https://arxiv.org/pdf/2503.13657\" target=\"_blank\">https://arxiv.org/pdf/2503.13657</a>)</li>\r\n</ul>", "image_description": "", "creation_date": "2026-05-22T13:11:09", "last_modification_date": "2026-05-22T13:12:05", "link_label": "", "link_url": "", "canceled": "False", "cancel_reason": "", "place_and_room": "BC 133", "url_place_and_room": "https://plan.epfl.ch/?room==BC%20133", "url_online_room": "", "spoken_languages": [], "speaker": "Palak", "organizer": "", "contact": "[email protected]", "is_internal": "False", "theme": "", "vulgarization": { "id": 1, "fr_label": "Tout public", "en_label": "General public" }, "registration": { "id": 3, "fr_label": "Entrée libre", "en_label": "Free" }, "keywords": "EDIC candidacy exam", "file": null, "icalendar_url": "https://memento.epfl.ch/event/export/120839/", "category": { "id": 1, "code": "CONF", "fr_label": "Conférences - Séminaires", "en_label": "Conferences - Seminars", "activated": true }, "academic_calendar_category": null, "domains": [], "mementos": [ "https://memento.epfl.ch/api/v1/mementos/48/?format=api", "https://memento.epfl.ch/api/v1/mementos/6/?format=api", "https://memento.epfl.ch/api/v1/mementos/27/?format=api" ] }, { "id": 69172, "title": "Dynamic Decisions and Temporal Frictions in On-Demand Mobility", "slug": "dynamic-decisions-and-temporal-frictions-in-on-d-2", "event_url": "https://memento.epfl.ch/event/dynamic-decisions-and-temporal-frictions-in-on-d-2", "visual_url": "https://memento.epfl.ch/image/33200/200x112.jpg", "visual_large_url": "https://memento.epfl.ch/image/33200/720x405.jpg", "visual_maxsize_url": "https://memento.epfl.ch/image/33200/max-size.jpg", "lang": "en", "start_date": "2026-06-22", "end_date": "2026-06-22", "start_time": "10:30:00", "end_time": "11:30:00", "description": "<strong>ABSTRACT</strong><br>\r\nApp-based, on-demand transport systems have transformed urban mobility by enabling real-time coordination between vehicles and users. Yet behind this flexibility lies a fundamental tension: operational decisions that appear beneficial in the present can deteriorate the future state of the system. This talk explores these temporal frictions in assigned on-demand systems—where passengers and vehicles are matched before meeting—and how they shape the performance and reliability of shared mobility services.<br>\r\nFirst, we show how assignment decisions evolve through what we term the Increasing Gap Dynamics, a negative feedback cycle through which vehicles progressively concentrate in space, reducing system efficiency over time. We then examine how a tension between efficiency and reliability emerges: while highly dynamic operations can improve short-term efficiency and flexibility, they may also increase unreliability by exposing passengers to future, uncertain requests. We discuss how this tension manifests both in routing decisions and in the selection of pickup and dropoff locations, and show how carefully designed anticipatory techniques can help reconcile these competing objectives.<br>\r\n<br>\r\n <br>\r\n<strong>SHORT BIO</strong><br>\r\nDr Andrés Fielbaum is a Senior Lecturer in Transport Engineering at the University of Sydney and a DECRA Fellow of the Australian Research Council. His work lies at the intersection of transport systems and applied mathematics, with a focus on public transport, on-demand mobility, and developing analytical models to inform system design and operations. He completed his PhD in Systems Engineering at Universidad de Chile in 2019 and held a postdoctoral appointment at TU Delft between 2019-2023.<br>\r\n<br>\r\nDr Fielbaum has authored over 35 peer-reviewed journal articles in leading outlets and serves as an Associate Editor for Transportation Research Part B: Methodological, and the Journal of Intelligent Transportation Systems.<br>\r\n<br>\r\n ", "image_description": "", "creation_date": "2025-05-15T16:13:27", "last_modification_date": "2026-05-13T08:28:12", "link_label": "", "link_url": "", "canceled": "False", "cancel_reason": "", "place_and_room": "GC B1 10", "url_place_and_room": "https://plan.epfl.ch/?room==GC%20B1%2010", "url_online_room": "", "spoken_languages": [ "https://memento.epfl.ch/api/v1/spoken_languages/2/?format=api" ], "speaker": "Dr Andrés Fielbaum", "organizer": "HOMES - Prof. Kenan Zhang", "contact": "Prof. Kenan Zhang<br>\r\nAdministrative: Mélanie Thuillard", "is_internal": "False", "theme": "", "vulgarization": { "id": 2, "fr_label": "Public averti", "en_label": "Informed public" }, "registration": { "id": 3, "fr_label": "Entrée libre", "en_label": "Free" }, "keywords": "", "file": null, "icalendar_url": "https://memento.epfl.ch/event/export/116691/", "category": { "id": 1, "code": "CONF", "fr_label": "Conférences - Séminaires", "en_label": "Conferences - Seminars", "activated": true }, "academic_calendar_category": null, "domains": [], "mementos": [ "https://memento.epfl.ch/api/v1/mementos/4/?format=api", "https://memento.epfl.ch/api/v1/mementos/6/?format=api", "https://memento.epfl.ch/api/v1/mementos/8/?format=api", "https://memento.epfl.ch/api/v1/mementos/27/?format=api", "https://memento.epfl.ch/api/v1/mementos/433/?format=api" ] }, { "id": 70777, "title": "Special Seminar - Directed evolution of RNA for self-replication", "slug": "special-seminar-directed-evolution-of-rna-for-self", "event_url": "https://memento.epfl.ch/event/special-seminar-directed-evolution-of-rna-for-self", "visual_url": "https://memento.epfl.ch/image/32378/200x112.jpg", "visual_large_url": "https://memento.epfl.ch/image/32378/720x405.jpg", "visual_maxsize_url": "https://memento.epfl.ch/image/32378/max-size.jpg", "lang": "en", "start_date": "2026-05-29", "end_date": "2026-05-29", "start_time": "10:30:00", "end_time": "11:30:00", "description": "<strong>Special Seminar</strong>\r\n<div class=\"elementor-element elementor-element-98cefd8 elementor-widget elementor-widget-heading\">\r\n<div class=\"elementor-widget-container\"><br>\r\nHow did life begin from chemistry? One leading idea is that RNA played a central role because it can act both as genetic material and as a catalyst. A major challenge has been that known RNA polymerase ribozymes, the catalysts of RNA copying, are large and complex, making them difficult to copy and unlikely to arise from prebiotic RNA sequence pools.<br>\r\n<br>\r\nIn this seminar, Edoardo Gianni will present QT45, a compact 45-nucleotide RNA polymerase ribozyme discovered from random RNA sequence pools. QT45 can catalyse the two essential reactions required for RNA self-replication: the synthesis of itself and the synthesis of its complementary strand. This work suggests that RNA-copying activity may be more common in sequence space than previously thought. It also brings us closer to understanding how self-replicating molecular systems could emerge in nature and be reconstructed in the laboratory.<br>\r\n<br>\r\nPlease join us for a fascinating seminar at the interface of origin-of-life chemistry, RNA biology, and synthetic molecular systems.<br>\r\n<br>\r\nLet me know if you would like to meet Edo during the day.</div>\r\n</div>\r\n\r\n<div class=\"elementor-element elementor-element-e552a16 elementor-widget elementor-widget-text-editor\">\r\n<div class=\"elementor-widget-container\"> </div>\r\n</div>", "image_description": "", "creation_date": "2026-01-06T13:09:20", "last_modification_date": "2026-05-18T09:02:55", "link_label": "", "link_url": "", "canceled": "False", "cancel_reason": "", "place_and_room": "SV 1717", "url_place_and_room": "https://plan.epfl.ch/?room==SV%201717", "url_online_room": "https://epfl.zoom.us/j/64709337579", "spoken_languages": [ "https://memento.epfl.ch/api/v1/spoken_languages/2/?format=api" ], "speaker": "<strong>Edoardo Gianni</strong> Investigator Scientist, MRC Laboratory of Molecular Biology, Cambridge, UK", "organizer": "Juan Manuel García-Arcos, PhD, Group Leader, Ambizione Fellow EPFL SV ISREC UPGON", "contact": "Lisa Smith, ISREC Administrative Assistant", "is_internal": "True", "theme": "", "vulgarization": { "id": 2, "fr_label": "Public averti", "en_label": "Informed public" }, "registration": { "id": 3, "fr_label": "Entrée libre", "en_label": "Free" }, "keywords": "Chemistry, Engineering", "file": null, "icalendar_url": "https://memento.epfl.ch/event/export/119181/", "category": { "id": 1, "code": "CONF", "fr_label": "Conférences - Séminaires", "en_label": "Conferences - Seminars", "activated": true }, "academic_calendar_category": null, "domains": [], "mementos": [ "https://memento.epfl.ch/api/v1/mementos/1/?format=api", "https://memento.epfl.ch/api/v1/mementos/5/?format=api", "https://memento.epfl.ch/api/v1/mementos/8/?format=api", "https://memento.epfl.ch/api/v1/mementos/9/?format=api", "https://memento.epfl.ch/api/v1/mementos/26/?format=api", "https://memento.epfl.ch/api/v1/mementos/6/?format=api" ] }, { "id": 71599, "title": "Multimodal Reasoning for Human Behavior Understanding", "slug": "multimodal-reasoning-for-human-behavior-understand", "event_url": "https://memento.epfl.ch/event/multimodal-reasoning-for-human-behavior-understand", "visual_url": "https://memento.epfl.ch/image/32931/200x112.jpg", "visual_large_url": "https://memento.epfl.ch/image/32931/720x405.jpg", "visual_maxsize_url": "https://memento.epfl.ch/image/32931/max-size.jpg", "lang": "en", "start_date": "2026-06-24", "end_date": "2026-06-24", "start_time": "09:30:00", "end_time": "11:30:00", "description": "<u>EDIC candidacy exam</u><br>\r\nExam president: Prof. Robert West<br>\r\nThesis advisor: Prof. Alexander Mathis<br>\r\nCo-examiner: Prof. Mathieu Salzmann<br>\r\n<br>\r\n<u>Abstract</u><br>\r\ncoming soon<br>\r\n<br>\r\n<u>Selected papers</u><br>\r\ncoming soon", "image_description": "", "creation_date": "2026-04-15T11:07:56", "last_modification_date": "2026-04-15T11:07:56", "link_label": "", "link_url": "", "canceled": "False", "cancel_reason": "", "place_and_room": "SV 2510", "url_place_and_room": "https://plan.epfl.ch/?room==SV%202510", "url_online_room": "", "spoken_languages": [], "speaker": "Matea Tashkovska", "organizer": "", "contact": "[email protected]", "is_internal": "False", "theme": "", "vulgarization": { "id": 1, "fr_label": "Tout public", "en_label": "General public" }, "registration": { "id": 3, "fr_label": "Entrée libre", "en_label": "Free" }, "keywords": "EDIC candidacy exam", "file": null, "icalendar_url": "https://memento.epfl.ch/event/export/120386/", "category": { "id": 1, "code": "CONF", "fr_label": "Conférences - Séminaires", "en_label": "Conferences - Seminars", "activated": true }, "academic_calendar_category": null, "domains": [], "mementos": [ "https://memento.epfl.ch/api/v1/mementos/6/?format=api", "https://memento.epfl.ch/api/v1/mementos/27/?format=api", "https://memento.epfl.ch/api/v1/mementos/48/?format=api" ] }, { "id": 71748, "title": "Reasoning Under Uncertainty: Trustworthy LLMs for High-Stakes Medicine", "slug": "reasoning-under-uncertainty-trustworthy-llms-for-h", "event_url": "https://memento.epfl.ch/event/reasoning-under-uncertainty-trustworthy-llms-for-h", "visual_url": "https://memento.epfl.ch/image/33074/200x112.jpg", "visual_large_url": "https://memento.epfl.ch/image/33074/720x405.jpg", "visual_maxsize_url": "https://memento.epfl.ch/image/33074/max-size.jpg", "lang": "en", "start_date": "2026-06-26", "end_date": "2026-06-26", "start_time": "09:30:00", "end_time": "11:30:00", "description": "<u>EDIC candidacy exam</u><br>\r\nExam president: Prof. Robert West<br>\r\nThesis advisor: Prof. Mary-Anne Hartley<br>\r\nCo-examiner: Prof. Martin Jaggi<br>\r\n<br>\r\n<u>Abstract</u><br>\r\nCurrent machine learning systems are very good at tasks reducible to statistical pattern recognition but falter on problems requiring deliberate, structured inference. Clinical reasoning exemplifies the latter: physicians generate hypotheses abductively, revise beliefs probabilistically as evidence accumulates, and choose among actions whose costs are deeply asymmetric. The harm of a missed diagnosis is not the harm of an unnecessary test. Large language models, increasingly deployed for clinical decision support, inherit this limitation. They conflate knowledge with inference: the same parameters that store medical facts are asked to reason over them, which leaves no explicit mechanism to quantify uncertainty, to abstain when evidence is insufficient, or to weight outcomes by their true clinical costs. This work argues that progress toward trustworthy medical AI requires separating the representation of knowledge from the machinery of inference, and grounding the latter in formal frameworks drawn from statistical decision theory. We investigate how these frameworks can be embedded into LLM reasoning pipelines and imposed as external scaffolding around them, maintaining competing hypotheses, guiding evidence gathering, and selecting actions that reflect the asymmetric cost structure of clinical practice. The goal is a class of systems capable of reasoning over their uncertainty, systems that know when they do not know.<br>\r\n<br>\r\n<u>Selected papers</u><br>\r\ncoming soon", "image_description": "Reasoning Under Uncertainty: Trustworthy LLMs for High-Stakes Medicine", "creation_date": "2026-04-29T09:21:38", "last_modification_date": "2026-04-29T09:21:38", "link_label": "", "link_url": "", "canceled": "False", "cancel_reason": "", "place_and_room": "INF 326", "url_place_and_room": "https://plan.epfl.ch/?room==INF%20326", "url_online_room": "", "spoken_languages": [], "speaker": "Yusuf Kesmen", "organizer": "", "contact": "[email protected]", "is_internal": "False", "theme": "", "vulgarization": { "id": 1, "fr_label": "Tout public", "en_label": "General public" }, "registration": { "id": 3, "fr_label": "Entrée libre", "en_label": "Free" }, "keywords": "EDIC candidacy exam", "file": null, "icalendar_url": "https://memento.epfl.ch/event/export/120579/", "category": { "id": 1, "code": "CONF", "fr_label": "Conférences - Séminaires", "en_label": "Conferences - Seminars", "activated": true }, "academic_calendar_category": null, "domains": [], "mementos": [ "https://memento.epfl.ch/api/v1/mementos/48/?format=api", "https://memento.epfl.ch/api/v1/mementos/6/?format=api", "https://memento.epfl.ch/api/v1/mementos/27/?format=api" ] }, { "id": 71755, "title": "Controllable Generative Models via Test-Time Adaptation", "slug": "controllable-generative-models-via-test-time-adapt", "event_url": "https://memento.epfl.ch/event/controllable-generative-models-via-test-time-adapt", "visual_url": "https://memento.epfl.ch/image/33081/200x112.jpg", "visual_large_url": "https://memento.epfl.ch/image/33081/720x405.jpg", "visual_maxsize_url": "https://memento.epfl.ch/image/33081/max-size.jpg", "lang": "en", "start_date": "2026-07-07", "end_date": "2026-07-07", "start_time": "09:30:00", "end_time": "11:30:00", "description": "<u>EDIC candidacy exam</u><br>\r\nExam president: Prof. Martin Rajman<br>\r\nThesis advisor: Prof. Pascal Fua<br>\r\nCo-examiner: Prof. Jean-Philippe Thiran<br>\r\n<br>\r\n<u>Abstract</u><br>\r\ncoming soon<br>\r\n<br>\r\n<u>Selected papers</u><br>\r\ncoming soon", "image_description": "", "creation_date": "2026-04-29T10:00:51", "last_modification_date": "2026-05-08T11:17:00", "link_label": "", "link_url": "", "canceled": "False", "cancel_reason": "", "place_and_room": "BC 329", "url_place_and_room": "https://plan.epfl.ch/?room==BC%20329", "url_online_room": "", "spoken_languages": [], "speaker": "Hantao Zhang", "organizer": "", "contact": "[email protected]", "is_internal": "False", "theme": "", "vulgarization": { "id": 1, "fr_label": "Tout public", "en_label": "General public" }, "registration": { "id": 3, "fr_label": "Entrée libre", "en_label": "Free" }, "keywords": "EDIC candidacy exam", "file": null, "icalendar_url": "https://memento.epfl.ch/event/export/120587/", "category": { "id": 1, "code": "CONF", "fr_label": "Conférences - Séminaires", "en_label": "Conferences - Seminars", "activated": true }, "academic_calendar_category": null, "domains": [], "mementos": [ "https://memento.epfl.ch/api/v1/mementos/6/?format=api", "https://memento.epfl.ch/api/v1/mementos/27/?format=api", "https://memento.epfl.ch/api/v1/mementos/48/?format=api" ] }, { "id": 71916, "title": "AI Center Seminar - AI for Health series - Prof. Li CHEN", "slug": "ai-center-seminar-ai-for-health-series-prof-li-c-2", "event_url": "https://memento.epfl.ch/event/ai-center-seminar-ai-for-health-series-prof-li-c-2", "visual_url": "https://memento.epfl.ch/image/33234/200x112.jpg", "visual_large_url": "https://memento.epfl.ch/image/33234/720x405.jpg", "visual_maxsize_url": "https://memento.epfl.ch/image/33234/max-size.jpg", "lang": "en", "start_date": "2026-06-02", "end_date": "2026-06-02", "start_time": "10:30:00", "end_time": "11:30:00", "description": "<p>The talk is jointly organized by the <a href=\"https://ai.epfl.ch/\">EPFL AI Center</a> and the EPFL <a href=\"https://www.epfl.ch/labs/gr-pu/\">Human-Computer Interaction Group</a> as part of the AI for Health seminar series.<br>\r\n<br>\r\n<strong><em>Hosting professor: Prof. Pearl Pu (GR-PU)</em></strong><br>\r\n<br>\r\n<strong>Title</strong><br>\r\nBeyond Recommendations: Designing Conversational Music Agents for Self-Awareness and Psychological Well-being<br>\r\n<br>\r\n<strong>Abstract</strong><br>\r\nAs the demand for scalable mental health tools grows, the potential of Large Language Models (LLMs) lies in their ability to move beyond generic retrieval toward deeply adaptive, trustworthy support. This talk explores how music-driven conversational systems can bridge the gap between algorithmic recommendation and psychological intervention. The journey begins with establishing a foundation of trust through user-centric exploration. Using conversational music recommenders as a case study, I will discuss how critiquing strategies—such as progressive and cascading suggestions—shape user perceptions of helpfulness and serendipity. However, because trust is personal, I demonstrate how individual traits, including personality and trust propensity, dictate whether a user thrives under system-led or user-led initiatives.<br>\r\nBuilding on this rapport, the talk examines how these interfaces transition from suggesting songs to fostering psychological well-being. I will illustrate how music acts as a catalyst for self-awareness, using agents to guide users through emotional resonance and self-reflection. Furthermore, I will share findings on the role of generative AI in music-based reminiscence for older adults, where adaptive dialogue helps overcome cognitive barriers to memory recall. Collectively, these studies provide a roadmap for designing AI that moves beyond the playlist, transforming music-based chatbots into sustained partners for emotional and psychological health.<br>\r\n<br>\r\n<strong>Bio</strong><br>\r\nProfessor Li Chen is currently a Full Professor and Associate Head (Research) in the Department of Computer Science at Hong Kong Baptist University (HKBU). She obtained her PhD degree in Computer Science from the Swiss Federal Institute of Technology in Lausanne (EPFL), Switzerland, and her Bachelor's and Master's degrees from Peking University, China. Her recent research focus has mainly been on conversational AI, explainable AI, recommender systems, and human-computer interaction. She has authored and co-authored over 160 publications, with over 13,000 citations (H-index 53). Her co-authored papers have received several awards, such as the RecSys’24 Best Student Paper Award, CHI’22 Honourable Mention Award, UMAP’20 Best Student Paper Award, UMUAI 2018 Best Paper Award, and UMAP’15 Best Student Paper Award. She received the President’s Award for Outstanding Performance in Teaching (Individual) 2024/25 and the President’s Award for Outstanding Performance in Research Supervision 2022/23. She has been included in the list of the world’s top 2% most-cited scientists by Stanford University since 2021, and the list of the Best Computer Science Scientists 2025/2026 by Research.com.<br>\r\n<br>\r\nShe is now an ACM senior member, founding co-editor-in-chief of ACM Transactions on Recommender Systems (TORS), steering committee member of ACM Conference on Recommender Systems (RecSys), associate editor of International Journal of Human-Computer Studies (IJHCS), editorial board member of User Modeling and User-Adapted Interaction Journal (UMUAI), and associate editor of ACM Transactions on Interactive Intelligent Systems (TiiS). She has also served as program co-chair of IUI’26, general co-chair of ACM RecSys’23, program co-chair of ACM RecSys’20, and program co-chair of ACM UMAP’18.<br>\r\n </p>", "image_description": "", "creation_date": "2026-05-21T11:18:18", "last_modification_date": "2026-05-21T13:50:39", "link_label": "Zoom Link", "link_url": "https://epfl.zoom.us/j/67788354916?pwd=ToPdGZ0KqvykXwRRh4kf2HUJIBz1Pz.1", "canceled": "False", "cancel_reason": "", "place_and_room": "ELE 117", "url_place_and_room": "https://plan.epfl.ch/?room==ELE%20117", "url_online_room": "https://epfl.zoom.us/j/67788354916?pwd=ToPdGZ0KqvykXwRRh4kf2HUJIBz1Pz.1", "spoken_languages": [ "https://memento.epfl.ch/api/v1/spoken_languages/2/?format=api" ], "speaker": "Professor Li Chen", "organizer": "<a href=\"https://ai.epfl.ch/\">EPFL AI Center</a> & <a href=\"https://www.epfl.ch/labs/gr-pu/\">Human-Computer Interaction Group</a> ", "contact": "Nicolas Machado", "is_internal": "False", "theme": "", "vulgarization": { "id": 1, "fr_label": "Tout public", "en_label": "General public" }, "registration": { "id": 3, "fr_label": "Entrée libre", "en_label": "Free" }, "keywords": "", "file": null, "icalendar_url": "https://memento.epfl.ch/event/export/120821/", "category": { "id": 1, "code": "CONF", "fr_label": "Conférences - Séminaires", "en_label": "Conferences - Seminars", "activated": true }, "academic_calendar_category": null, "domains": [], "mementos": [ "https://memento.epfl.ch/api/v1/mementos/6/?format=api", "https://memento.epfl.ch/api/v1/mementos/8/?format=api", "https://memento.epfl.ch/api/v1/mementos/27/?format=api", "https://memento.epfl.ch/api/v1/mementos/416/?format=api" ] } ] }
