NEC Labs America Attends the 39th Annual AAAI Conference on Artificial Intelligence #AAAI25
Our NEC Lab America team attended the Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25), in Philadelphia, Pennsylvania at the Pennsylvania Convention Center from February 25 to March 4, 2025.
- The purpose of the AAAI conference series is to promote research in Artificial Intelligence (AI) and foster scientific exchange between researchers, practitioners, scientists, students, and engineers across the entirety of AI and its affiliated disciplines.
- Our team presented technical papers, leading special tracks, delivering talks on key topics, participating in workshops, conducting tutorials, and showcasing research in poster sessions.
The NEC Labs Booth #208 was very busy Thursday through Saturday.
Presentations
Incident Diagnosing and Reporting System based on Retrieval Augmented Large Language Model Poster Presentation
- Lu-An Tang, Senior Researcher, Data Science and System Security
- Peng Yuan, Senior Associate Researcher, Data Science and System Security
- Friday, February 28th, 12:00pm-2:30pm
Lu-An Tang
Peng Yuan
TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents Poster Presentation
- Wenchao Yu, Senior Researcher, Data Science and System Security
- Saturday, March 1, 12:30pm-2:30pm
- Paper on arXiv: https://arxiv.org/abs/2502.11418
Learning Disentangled Equivariant Representation for Explicitly Controllable 3D Molecule Generation Poster Presentation
- Martin Min, Department Head, Machine Learning
- Saturday, March 1, 12:30pm-2:30pm
- Paper on arXiv: https://arxiv.org/abs/2412.15086
RAG-check: Evaluating Multimodal Retrieval Augmented Generation Performance Poster Presentation
- Mohammad A. Khojastepour, Senior Researcher, Integrated Systems
- Monday, March 3rd
- Paper: https://www.nec-labs.com/blog/rag-check-evaluating-multimodal-retrieval-augmented-generation-performance/
Reducing Hallucinations of Medical Multimodal Large Language Models with Visual Retrieval-Augmented Generation Poster Presentation
- Christopher Malon, Senior Researcher, Machine Learning
- Tuesday, March 4th
- Paper on arXiv: https://arxiv.org/abs/2502.15040
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks Poster Presentation
- Shaobo Han, Senior Researcher, Optical Networking & Sensing
- Tuesday, March 4th
- Paper: https://www.nec-labs.com/blog/vb-lora-extreme-parameter-efficient-fine-tuning-with-vector-banks/
Scalable and Efficient Artificial Intelligence Systems (SEAS) Workshop
- Abhishek Aich, Researcher, Media Analytics is the lead organizer for the workshop
- Tuesday, March 4th
- Organizers: https://seasworkshop.github.io/aaai25/organizers.html
