Skip to yearly menu bar Skip to main content


(75 events)   Timezone:  
The 2024 schedule is still incomplete
Toggle Poster Visibility
Registration Desk
Tue Dec 10 07:30 AM -- 06:00 PM (PST) @ West Level 1 & East Level 1 None
Registration (East & West)
Affinity Workshop
Tue Dec 10 08:00 AM -- 05:00 PM (PST) @ West Meeting Room 208,209 None
Black in AI
Mírian Silva · Marquita Riggins · Foutse Yuehgoh · Lyse Wamba · Blessing Ogbuokiri
Affinity Workshop
Tue Dec 10 08:00 AM -- 05:00 PM (PST) @ West Meeting Room 202-204 None
LatinX in AI
Laura Montoya · Ana Maria Quintero · Abraham Ramos · Ana María Quintero-Ossa · Daniel Otero
Affinity Workshop
Tue Dec 10 08:00 AM -- 05:00 PM (PST) @ West Meeting Room 217-219 None
Women in Machine Learning - Overflow Streaming
Affinity Workshop
Tue Dec 10 08:00 AM -- 05:00 PM (PST) @ West Meeting Room 211-214 None
Women in Machine Learning
Tiffany Vlaar · Ibtihel Amara · Nikita Saxena · Bo Zhao · Mehrnaz Mofakhami · Yolanne Lee · Mahsa Massoud · Milica Cvetkovic · Eda Okur · Mandana Samiei
Expo Talk Panel
Tue Dec 10 08:30 AM -- 09:30 AM (PST) @ West Ballroom C None
Onboarding Generative AI at the Edge: Challenges and Solutions from Industrial Research
Ron Tindall
Expo Talk Panel
Tue Dec 10 08:30 AM -- 09:30 AM (PST) @ West Ballroom B None
AI Verification & Validation: Trends, Applications, and Challenges
Chris Andreotes · Lucas Garcia · Darren Cofer
Expo Talk Panel
Tue Dec 10 08:30 AM -- 09:30 AM (PST) @ West 109 + 110 None
Incentivizing Collaborative AI: A Decentralized Approach to Scaling Machine Learning
Expo Talk Panel
Tue Dec 10 08:30 AM -- 09:30 AM (PST) @ West Meeting Room 220-222 None
Commerce Foundation Model
Andrew Arnold · Thomas Cleberg · Audrey-Anne Guindon
Expo Talk Panel
Tue Dec 10 08:30 AM -- 09:30 AM (PST) @ West Meeting Room 301 None
TikTok Symphony: AIGC Solution for Advertising
Yihang Cheng
Expo Talk Panel
Tue Dec 10 08:30 AM -- 09:30 AM (PST) @ West Exhibition Hall C + B3 None
Transforming Asset Management Research with Generative AI: From Data Curation to Idea Generation and Implementation
Gautier Marti
Expo Talk Panel
Tue Dec 10 08:30 AM -- 09:30 AM (PST) @ East Exhibition Hall A None
Core Technical Interpretation and Best Practices of Responsible AI
Wei Lin · Shuonan Zhang
Expo Talk Panel
Tue Dec 10 08:30 AM -- 09:30 AM (PST) @ West Ballroom A None
AI for Autonomous Driving at Scale
Samer Shehab · Vincent Vanhoucke
Expo Talk Panel
Tue Dec 10 08:30 AM -- 09:30 AM (PST) @ East Exhibition Hall C None
Compute: Past, Present & Future
Amanda Keay · Greg Osuri · Zach Horn · Cheng Wang · Anil Murty
Break
Tue Dec 10 09:00 AM -- 10:00 AM (PST) None
Coffee Break
Creative AI
Tue Dec 10 09:00 AM -- 12:00 PM (PST) @ East Ballroom C None
Creative AI Session 1
Jean Oh · Marcelo Coelho · Lia Coleman · Yingtao Tian
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Ballroom C None
Dynamic Sparsity in Machine Learning: Routing Information through Neural Pathways
Edoardo Maria Ponti · André Martins
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Ballroom B None
Opening the Language Model Pipeline: A Tutorial on Data Preparation, Model Training, and Adaptation
Kyle Lo · Akshita Bhagia · Nathan Lambert
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Meeting Room 109, 110 None
Causality for Large Language Models
Zhijing Jin · Sergio Garrido
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Ballroom A None
Watermarking for Large Language Models
Yu-Xiang Wang · Lei Li · Xuandong Zhao
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ East Exhibition Hall A None
Experimental Design and Analysis for AI Researchers
Michael Mozer · Katherine Hermann · Jennifer Hu
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ East Exhibition Hall C None
Evaluating Large Language Models - Principles, Approaches, and Applications
Bo Li · Irina Sigler · Yuan Xue
Tutorial
Tue Dec 10 09:30 AM -- 12:00 PM (PST) @ West Exhibition Hall C, B3 None
Flow Matching for Generative Modeling
Ricky T. Q. Chen · Yaron Lipman · Heli Ben-Hamu
Affinity Workshop
Tue Dec 10 10:00 AM -- 03:00 PM (PST) @ West Meeting Room 201 None
Global South in AI
Susanna Raj · Sudha Jamthe
Break
Tue Dec 10 12:00 PM -- 01:30 PM (PST) None
Lunch Break
Expo Talk Panel
Tue Dec 10 12:00 PM -- 01:00 PM (PST) @ West 220 - 222 None
Demystify Financial Textual Data with LLMs
Dianqi Li
Expo Workshop
Tue Dec 10 12:00 PM -- 01:30 PM (PST) @ West Ballroom B None
Knowledge-enhanced LLMs for Industry Verticals
Siwen Yu
Expo Workshop
Tue Dec 10 12:00 PM -- 01:30 PM (PST) @ West Exhibition Hall C, B3 None
Active Training: Building Agentic Apps with Llama 3.2 and Llama Stack
Hamid Shojanazeri · Murthy · Ashwin Bharambe
Expo Workshop
Tue Dec 10 12:00 PM -- 01:30 PM (PST) @ East Exhibition Hall C None
AutoGen 0.4: Redefining Agentic AI Systems
Jack Gerrits · Saleema Amershi · Adam Fourney
Expo Workshop
Tue Dec 10 12:00 PM -- 01:30 PM (PST) @ East Exhibition Hall A None
Accelerating AI Research and Development with AMD Instinct Systems
Dilkhush Engineer
Expo Workshop
Tue Dec 10 12:00 PM -- 01:30 PM (PST) @ West Ballroom C None
AutoGluon 1.2: Advancing AutoML with Foundational Models and LLM Agents
Bernie Wang · Nick Erickson · Caner Turkmen · Tony Hu
Expo Workshop
Tue Dec 10 12:00 PM -- 01:30 PM (PST) @ West 109 + 110 None
Accelerating Edge AI: Optimizing and Deploying AI Models with Qualcomm AI Hub
Ron Tindall
Expo Workshop
Tue Dec 10 12:00 PM -- 01:30 PM (PST) @ West 301 None
Sony’s Efficient Content Creation and Editing through Deep Generative Models
Yudai Kajimoto
Expo Workshop
Tue Dec 10 12:00 PM -- 01:30 PM (PST) @ West Ballroom A None
Hands-On AI for Everyone using Jumping Jacks, Drones, and Your Favorite Soccer Players
Chris Andreotes
Affinity Workshop
Tue Dec 10 01:00 PM -- 06:00 PM (PST) @ West Meeting Room 205-207 None
New in ML
Zhen Xu
Affinity Workshop
Tue Dec 10 01:00 PM -- 05:00 PM (PST) @ West Meeting Room 215, 216 None
Muslims in ML
Raja Farrukh Ali · Suleiman Khan · Ehsaneddin Asgari
Creative AI
Tue Dec 10 01:00 PM -- 04:00 PM (PST) @ East Ballroom C None
Creative AI Session 2
Jean Oh · Marcelo Coelho · Lia Coleman · Yingtao Tian
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ East Exhibition Hall A None
Generating Programmatic Solutions: Algorithms and Applications of Programmatic Reinforcement Learning and Code Generation
Levi Lelis · Xinyun Chen · Shao-Hua Sun
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ East Exhibition Hall C None
Beyond Decoding: Meta-Generation Algorithms for Large Language Models
Matthew Finlayson · Hailey Schoelkopf · Sean Welleck
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ West Ballroom C None
Advancing Data Selection for Foundation Models: From Heuristics to Principled Methods
Jiachen (Tianhao) Wang · Ludwig Schmidt · Ruoxi Jia
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ West Ballroom A None
Out-of-Distribution Generalization: Shortcuts, Spuriousness, and Stability
Maggie Makar · Aahlad Manas Puli · Yoav Wald
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ West Exhibition Hall C, B3 None
Cross-disciplinary insights into alignment in humans and machines
Gillian Hadfield · Dylan Hadfield-Menell · Joel Leibo · Rakshit Trivedi
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ West Meeting Room 109, 110 None
PrivacyML: Meaningful Privacy-Preserving Machine Learning and How To Evaluate AI Privacy
Mimee Xu · Dmitrii Usynin · Fazl Barez
Tutorial
Tue Dec 10 01:30 PM -- 04:00 PM (PST) @ West Ballroom B None
Sandbox for the Blackbox: How LLMs Learn Structured Data?
Bingbin Liu · Ashok Vardhan Makkuva · Jason Lee
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
HPC-AI.COM: Unleashing the Power of High-Performance Cloud Computing for Large-Scale AI Model Training
Yanjia Ouyang
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Site Reliability Engineering Agent-101 for Incident Management
Jim Pendergast · Saurabh Jha
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Software Engineering Agent-102
Jim Pendergast · Jatin Ganhotra · Martin Hirzel
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
ProLLM: Program analysis driven, LLM assisted application modernization
Jim Pendergast · Raju Pavuluri
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Deploying Personal AI Assistants with Voice, LLMs, RAG via OpenVINO™ on the AI PC
Raymond Lo · Adrian Boguszewski
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Practices of Alibaba Cloud PAI (Platform for AI): An AI Native Large Models and AIGC Engineering Platform
Shuonan Zhang · Wei Lin
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Video Ocean: Filmmaking for everyone
Yanjia Ouyang
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Moving beyond chat: Enabling LLMs with intrinsic functions that give fine-grained control in application development
Jim Pendergast
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Deploying Cached Conditional Mixture-of-Experts LLMs on Mobile Devices with Memory Constraints
Ron Tindall
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Augmenting Driving Scenes by High Fidelity Generative Models
Ron Tindall
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Automatically Deploying a Sequence-to-Sequence Transformer for Accelerated Discovery on the IBM HERMES Project Chip
Jim Pendergast
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Diffusion Video Editing on Mobile
Ron Tindall
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
EvalAssist - An LLM-as-a-Judge Framework
Jim Pendergast
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
IBM Granite Vision Model for Enterprise AI
Jim Pendergast
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Large Multimodal Model running on a mobile device
Ron Tindall
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Low-Rank Adaptation (LoRA) for Large Vision Model on a Mobile Device
Ron Tindall
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
MemoMagnet: A fridge-magnet memo agent based on LLM
Elaina Robinson · Ting Cao · HAO CHEN · Donglin Bai
Expo Demonstration
Tue Dec 10 03:00 PM -- 05:00 PM (PST) @ West Exhibition Hall A None
Trace: An LLM-powered End-to-end Optimization Framework of AI Workflow
Elaina Robinson · Ching-An Cheng
Break
Tue Dec 10 04:00 PM -- 04:30 PM (PST) None
Coffee Break
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ West Ballroom C None
Training the Unprecedented Decart Diffusion World Simulator at scale on the Crusoe Cluster
Ethan Petersen
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ West Exhibition Hall C + B3 None
Granite Time Series Foundation Models
Jim Pendergast
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ West Ballroom B None
Sequence Modeling in Financial Services
Nam Nguyen
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ West 109 + 110 None
Improving Foundation Models Using Human Data
JONATHAN SIDDHARTH · Derek Carosi
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ West Meeting Room 301 None
Colossal-AI: Breakthroughs in Efficient AI Training and Implementation
Yanjia Ouyang
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ East Exhibition Hall C None
AgentInstruct: Agentic flows are effective synthetic-data generators
Elaina Robinson · Arindam Mitra · Yash Lara
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ West 220 - 222 None
Graph Reasoning in Large Language Models
Bryan Perozzi · Clayton Sanford · Jonathan Halcrow
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ West Ballroom A None
Building industry-grade NLP applications for the financial domain
Andy Liu
Expo Talk Panel
Tue Dec 10 04:00 PM -- 05:00 PM (PST) @ East Exhibition Hall A None
Symbolic AI and Foundation Models Integration towards Reliable and Trustworthy Industry-grade AI Systems
Vítor Lourenço · Audrey Depeige · Charles Ivie · Ora Lassila · George Karypis
Invited Talk
Tue Dec 10 05:30 PM -- 06:15 PM (PST) @ West Exhibition Hall C, B3 None
The Golem vs. Stone Soup: Understanding How Children Learn Can Help Us Understand And Improve AI
Alison Gopnik
Affinity Poster Session
Tue Dec 10 06:30 PM -- 08:00 PM (PST) @ East Ballroom A + B None
Affinity Joint Poster Session
Welcome Reception
Tue Dec 10 06:30 PM -- 08:00 PM (PST) @ West Level 0 & Level 1 None
Welcome Reception