Program at a Glance
Registration
Location : Regency Foyer
Time :
Saturday, Dec. 14 15:00-18:00
Sunday, Dec. 15 7:30-17:00
Monday, Dec. 16 8:00-17:00
Tuesday, Dec. 17 8:30-17:00
Wednesday, Dec. 18 8:30-13:30
Saturday, Dec. 14 15:00-18:00
Sunday, Dec. 15 7:30-17:00
Monday, Dec. 16 8:00-17:00
Tuesday, Dec. 17 8:30-17:00
Wednesday, Dec. 18 8:30-13:30
Ballroom Level
2nd Floor Conference Level
Lobby Level
Please use the Whova system to track the conference schedule
Day 1: Sunday, December 15
Lobby(Day 1)
| CONGRESSIONAL A | CONGRESSIONAL B | CONGRESSIONAL C | CONGRESSIONAL D | CAPITOL A | CAPITOL B | |
|---|---|---|---|---|---|---|
| 08:30-09:00 |
Workshop #15: The 4th International Workshop on Multi-Modal Medical Data Analysis Website |
Workshop #51: Big Data and Artificial Intelligence for Personalized Health Care Website |
Workshop #17: The 3rd Workshop on Big Data Analytic in Healthcare Website Online meeting link Meeting ID:988 2573 7350 |
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| 09:00-12:30 | Special Session: Machine Learning on Big Data |
Workshop #13: The 7th Workshop on Benchmarking, Performance Tuning and Optimization for Big Data Applications (BPOD) Website Online meeting link |
Workshop #23: The 5th International Workshop on Big Data & AI Tools, Methods, and Use Cases for Innovative Scientific Discovery (BTSD) 2024 Website |
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| 12:30-14:00 | Lunch | Lunch | Lunch | |||
| 14:00-17:00 | Workshop #48: DCAI: The 3rd International Workshop on Data-Centric AI Website Online meeting link |
Workshop #20: Next-Generation Big Graph Learning and Analytics (Next-Gen-BiGLA) Website Online meeting link |
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| 17:00-18:00 |
Ballroom(Day 1)
| CONCORD | Columbia Foyer | COLUMBIA A | COLUMBIA B | COLUMBIA C | REGENCY B | REGENCY C | REGENCY D | |
|---|---|---|---|---|---|---|---|---|
| 08:30-09:00 |
Workshop #36: Second International Workshop for securing IoT systems using BigData Website Online meeting link |
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| 09:00-10:00 | Workshop #7: 2nd Workshop on AI Music Generation with AI Music Competition (AIMG 2024) Website |
Workshop #38: Workshop on Big Data and AI for Healthcare Website Online meeting link |
Workshop #9: 4th Workshop on Knowledge Graphs and Big Data In conjunction with the IEEE Big Data 2024 Website Online meeting link |
High School and Undergrad Symposium | Special Session: Federated Learning on Big Data |
REU Symposium | ||
| 10:00-10:30 | Coffee Break | |||||||
| 10:30-12:30 | ||||||||
| 12:30-14:00 | Lunch | Lunch | ||||||
| 14:00-16:00 | Workshop #39: The Seventh Workshop on Big Data for Economic and Business Forecasting Website Online meeting link |
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| 16:00-16:30 | Coffee Break | |||||||
| 16:30-17:00 | ||||||||
| 17:00-18:00 |
2nd floor(Day 1)
| YELLOWSTONE | EVERGLADES | GRAND TETON | BRYCE | YOSEMITE | SEQUOIA | GLACIER | |
|---|---|---|---|---|---|---|---|
| 08:30-09:00 | Workshop #4: 8th International Workshop on Applications of Big Data Methods and Technology in the Transport Industry Website Online meeting link |
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| 09:00-12:30 | Workshop #2: 7th Annual Workshop on Cyber Threat Intelligence and Hunting (CyberHunt 2024) Website |
Workshop #46: 7th Workshop on Big Data for CyberSecurity (BigCyber-2024) Website |
Workshop #3: 2nd workshop on Big Data Applications for Fight against Crime and Terrorism (BDA4FCT) Website Online meeting link |
Workshop #5: The 9th International Workshop on Application of Big Data for Computational Social Science (ABCSS2024) Website |
Special Session: Intelligent Data Mining |
Tutorial 1: Supervised Algorithmic Fairness in Distribution Shifts Slides Website |
|
| 12:30-14:00 | Lunch | Lunch | |||||
| 14:00-17:00 | Workshop #47: 9th Workshop on Advances in High Dimensional (AdHD) Big Data Website |
Tutorial 2: Information and Knowledge Discovery on Cryptocurrency: A Security Perspective Slides Website |
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| 17:00-18:00 |
Online Workshop Sessions & Online Challenge Cup Sessions(Day 1)
| Morning | Workshop #11: The 7th International Workshop on “Big Data Engineering and Analytics in Cyber-Physical Systems” (BigEACPS'24) Website Online meeting link |
Workshop #12: The 2nd International Workshop
on Exploring Cutting-edge Data Mining: Applications of Infrared Target Detection and Large Language Models Website |
Workshop #25: IEEE Workshop
on Big Data Analytics for Medical Imaging Website Online meeting link |
Workshop #35: The IEEE International Workshop on Large Language Models for Finance Website Online meeting link |
Workshop #40: Workshop on Handling Resource Constraints for/using Bigdata and AI Website Online meeting link |
Workshop #45: 2nd International Workshop on Dataspaces and Digital Twins for Critical Entities and Smart Urban Communities (DSpaCES) Website Online meeting link Passcode: 347055 |
Workshop #49: The 8th IEEE International Workshop on Big Spatial Data (BSD 2024) Website Online meeting link Passcode: 425111 |
Challenge Cup #5: Suicide ideation detection on social
media
Website |
| Afternoon | Workshop #22: 1st Workshop on Robust Machine Learning for Distribution Shifts Website Online meeting link |
Challenge Cup #4: Characterizing User Behavior in Social Networks: Propagation, Prediction, and Sensemaking Website |
Day 2: Monday, December 16
Lobby(Day 2)
| CONGRESSIONAL A | CONGRESSIONAL B | CONGRESSIONAL C | CONGRESSIONAL D | CAPITOL A | CAPITOL B | |
|---|---|---|---|---|---|---|
| 09:00-10:30 | Workshop #42: From Theory to Practice: Workshop on Large Language and Foundation Models Website |
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| 10:30-12:30 | D1S5: Big Data Management I |
D1S6: Big Data Search and Mining I |
Special Session: Machine Learning on Big Data |
D1S1: Foundation Models for Big Data |
D1S2: Big Data Learning and Analytics I |
|
| 12:30-13:30 | Lunch(Regency Ballroom) | Lunch(Regency Ballroom) | ||||
| 14:00-16:00 | D1S11: Machine Learning Algorithms I |
D1S12: Deep Learning II |
D1S7: Data Ecosystem I |
D1S8: Big Data Learning and Analytics II |
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| 16:00-16:30 | ||||||
| 16:30-17:00 | D1S16: Big Data Analytics II |
D1S17: Big Data Analytics III |
D1S13: Big Data Applications I |
D1S14: Big Data Applications II |
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| 17:00-17:30 | ||||||
| 17:30-18:00 | ||||||
| 19:00-21:00 | OC Business Meeting | |||||
Ballroom(Day 2)
| CONCORD | COLUMBIA A | COLUMBIA B | COLUMBIA C | REGENCY BALLROOM | |
|---|---|---|---|---|---|
| 08:20-09:00 | Opening Ceremony | ||||
| 09:00-10:00 | Keynote Speech I Dr. Haixun Wang, Instacart, USA Generative Information Retrieval and E-commerce |
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| 10:00-10:30 | Coffee Break & Poster Display | Poster Display | |||
| 10:30-11:30 | I&G-1: Generative AI |
D1S3: Big Data Infrastructure I |
IEEE Computer Society North American Student Challenge | D1S4: Big Data Science and Foundations I |
|
| 10:30-12:30 | |||||
| 12:30-13:30 | Lunch(Regency Ballroom) | ||||
| 14:00-14:30 | I&G-2: Big data Infra & Multi-modality |
D1S9: Big Data Learning and Analytics III |
D1S10: Deep Learning I |
I&G-3: Modeling |
|
| 14:30-16:00 | Panel: Big Data and AI: How they benefit each other |
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| 16:00-16:30 | Coffee Break, Poster Display | Poster Display | |||
| 16:30-18:00 | D1S15: Big Data Analytics I |
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| 19:00-21:00 | OC Business Meeting | ||||
2nd floor(Day 2)
| YELLOWSTONE | EVERGLADES | GRAND TETON | BRYCE | GLACIER | SEQUOIA | YOSEMITE | |
|---|---|---|---|---|---|---|---|
| 08:30-9:00 | Joint Session Workshop #14: 2nd WS on Large-scale Data Utilization in Economics of Information and Management Sciences: Theory, Computation, and Experiment Special Session: Understanding New Markets by Data Science, Social Science, and Economics Website |
Workshop #8: 4th IEEE Big Data Workshop on Multimodal AI (MMAI 2024) Website |
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| 09:00-10:30 |
Tutorial 3: Inferential Machine Learning: Towards Human-collaborative Foundation Models Slides Website |
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| 10:30-12:30 |
Joint Session: 10th Special Session on Information Granulation in Data Science and Scalable Computing & BigData Cup Challenge on Predicting Chess Puzzle Difficulty Website |
Special Session: Federated Learning on Big Data |
Special session: Privacy and Security of Big Data |
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| 12:30-13:30 | Lunch(Regency Ballroom) | Lunch(Regency Ballroom) | Lunch(Regency Ballroom) | Lunch(Regency Ballroom) | |||
| 13:30-14:00 | Workshop #34: The 8th Annual Workshop on Applications of Artificial Intelligence in the Legal Industry Website |
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| 14:00-17:00 | Workshop #6: 10th Workshop on Methods to Improve Big Data Science Projects (MIDP-2024) Website |
Tutorial 4: Machine Learning Evaluation: Implementing Responsible and Reliable AI Slides Website |
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| 17:00-18:00 | |||||||
| 19:00-21:00 | OC Business Meeting(Invitation Only) | ||||||
Online Workshop Sessions & Online Challenge Cup Sessions(Day 2)
| Morning | Combined Workshops: Workshop #26: 8th International Workshop on Big Data Analytics for Cyber Intelligence and Defense (BDA4CID 2024) Website Workshop #27: 3rd International Workshop on Big Data Analytics for Health and Medicine (BDA4HM 2024) Website Workshop #28: 4th International Workshop on Big Data Analytics for Sustainability (BDA4S 2024) Website Online meeting link: password:BDA4Work |
Workshop #41: Fourth International Workshop on Data science for equality, inclusion and well-being challenges (DS4EIW 2024) Website Online meeting link: password: XFZJA1 |
Workshop #50: 2nd International Workshop on Creating Big Data for Morals, Ethics, and Values in Natural Language in an Automatically Inferable Format Website Online meeting link: |
Combined Workshops: #30 AI-Powered Renewable Energy Forecasting: Techniques and Challenges (AIPREF) & #32: AI-driven Agriculture: Opportunities and Challenges & #33: Cultural Heritage &BigData: Opportunities and Challenges Website1 Website2 Website3 Online meeting link |
Challenge Cup #3: Building Extraction Generalization Challenge 2024 Website |
Challenge Cup #1: Predicting Chess Puzzle Difficulty Website |
| Afternoon |
Day 3: Tuesday, December 17
Lobby(Day 3)
| CONGRESSIONAL A | CONGRESSIONAL B | CONGRESSIONAL D | CAPITOL A | CAPITOL B | |
|---|---|---|---|---|---|
| 08:15-10:30 |
Workshop #1: 9th Computational Archival Science (CAS) Workshop Website |
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| 10:30-12:30 | D2S5: Big Data Search and Mining II |
D2S6: Big Data Applications IV |
D2S1: Foundation Models and Analytics |
D2S2: Learning from Complex Data |
|
| 12:30-13:30 | Lunch(Regency Ballroom) | Lunch(Regency Ballroom) | Lunch(Regency Ballroom) | Lunch(Regency Ballroom) | |
| 14:00-16:00 | D2S7: Multimodal and Scalable Big Data |
D2S8: Link and Graph Mining I |
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| 16:00-17:00 | |||||
| 17:00-18:00 | Walk to the National Museum of American History | 4th St. & Independence Ave. SW Washington, DC 2056 | ||||
| 18:00-21:00 | Banquet | Award Ceremony | Social Program | ||||
Ballroom(Day 3)
| CONCORD | COLUMBIA A | COLUMBIA B | COLUMBIA C | REGENCY BALLROOM | ||
|---|---|---|---|---|---|---|
| 09:00-09:30 | Keynote Speech II Prof. Cornelia Caragea, USA and U. of Illinois Chicago, USA Improving Semi-Supervised Learning with Pseudo-Margins |
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| 10:00-10:30 | Coffee Break | PhD Forum Poster Display | ||||
| 10:30-11:30 | PhD Forum: Paper Session | D2S3 Big Data Infrastructure II |
D2S4: Big Data Science and Foundations II |
I&G-4: Business and Energy |
Panel B: Big Data and AI - Shaping the Next Frontier of Data-Driven Intelligence |
|
| 11:30-12:00 | PhD Forum Panel: Beyond the Dissertation: Insights into |
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| 12:00-12:30 | ||||||
| 12:30-13:30 | Lunch(Regency Ballroom) | |||||
| 14:00-14:30 | PhD Forum: Paper Session |
D2S9: Machine Learning Algorithms II |
I&G-7: Policy, Security, and Industry Applications |
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| 14:30-16:00 | Panel: Federal Big Data Initiatives and Activities |
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| 16:00-16:30 | Coffee Break & PhD Forum Poster Display | PhD Forum Poster Display | ||||
| 16:30-17:30 | Sponsor Session: IEEE Dataport, Ankura, Virginia Tech |
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| 17:30-18:30 | Walk to the National Museum of American History | 4th St. & Independence Ave. SW Washington, DC 2056 | |||||
| 18:30-21:00 | Banquet | Award Ceremony | Social Program | |||||
2nd floor(Day 3)
| YELLOWSTONE | GRAND TETON | YOSEMITE | GLACIER | BRYCE | ||
|---|---|---|---|---|---|---|
| 9:00-10:30 | Tutorial 5: Knowledge-driven Processes for Big Data Management and Applications Slides Website |
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| 10:30-12:30 | Special Session: Social Cognitive Computing in Digital Education and Learning |
Special Session: Synergizing Mobility Data for Creating and Discovering Valuable Places |
Special session: Privacy and Security of Big Data |
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| 12:30-13:30 | Lunch(Regency Ballroom) | |||||
| 14:00-16:00 | Workshop #10: International Workshop on Data Engineering and Modeling for AI (DEMAI) Website |
Special Session: Data-Driven Designation and Implementation of Automated Guided Vehicles |
Special Session: Synergizing Mobility Data for Creating and Discovering Valuable Places |
Special session: Privacy and Security of Big Data |
Tutorial 6: Neuro-Symbolic AI for Deep Analysis of Social Media Big Data Slides Website | |
| 16:00-17:00 | ||||||
| 17:00-18:00 | ||||||
Online Workshop Sessions & Online Challenge Cup Sessions(Day 3)
| Morning | Workshop #21: 5th International Workshop on User Understanding from Big Data Website Online meeting link |
Workshop #29: Trustworthy Machine Learning for Healthcare Website Online meeting link |
Challenge Cup #2: Optimized Road Damage Detection Challenge (ORDDC'2024) Website |
Challenge Cup #6: Challenges of Trustworthy AI in Distribution Shifts and Algorithmic Fairness Website |
Challenge Cup #1: Predicting Chess Puzzle Difficulty Website |
| Afternoon |
Day 4: Wednesday, December 18
| CONGRESSIONAL A | CONGRESSIONAL B | CAPITOL A | CAPITOL B | COLUMBIA A | COLUMBIA B | COLUMBIA C | REGENCY BALLROOM | YOSEMITE | |
|---|---|---|---|---|---|---|---|---|---|
| 09:00-10:00 | Keynote Speech III Prof. Alexander "Sasha" Rush, Cornell Tech, USA Designing Text Embeddings for the Future |
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| 10:00-10:30 | Coffee Break(Columbia Foyer) | ||||||||
| 10:30-12:30 | Special Session: HealthCare Data |
Special Session: Dataspaces and DFFT (Data Free Flow with Trust) |
D3S1: Big Data Science and Foundations III |
D3S2: Big Data Infrastructure III |
I&G-5: Recommender Systems |
I&G-6: AI4Science |
Workshop #24: 2nd International Workshop on Big Data Analytics with Artificial Intelligence for Climate Change Website Online meeting link |
Special Session: Synergizing Mobility Data for Creating and Discovering Valuable Places |
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| 12:30-13:00 | Lunch(Regency Ballroom) | Lunch(Regency Ballroom) | Lunch(Regency Ballroom) | ||||||
| 13:00-13:30 | Closing Ceremony | ||||||||
| 13:30-14:00 | Lunch(Regency Ballroom) | ||||||||
| 13:30-16:00 | |||||||||
Online Workshop Sessions & Online Challenge Cup Sessions(Day 4)
| Morning | Workshop #16: 12th International Workshop on Distributed Storage and Blockchain Technologies for Big Data Website Online meeting link password: 241218 |
Workshop #37: IEEE 5th Workshop on High Performance Computing, Big Data Analytics, and Integration for Multi-Omics Biomedical Data (HPC-BOD) Website Online meeting link |