The first Workshop on
Scalable and Efficient Artificial Intelligence Systems (SEAS)
March 4, 2025 @ AAAI 2025 in Philadelphia, Pennsylvania, USA
Venue: Pennsylvania Convention Center (Room 113A)




Schedule



09:00 AM Opening Remarks
09:10 AM Paper Presentation (Information Consistent Pruning: How to Efficiently Search for Sparse Networks?)
09:25 AM Paper Presentation (Efficient LLM Inference with I/O-Aware Partial KV Cache Recomputation)
09:40 AM Paper Presentation (The Impact of Model Scaling on Seen and Unseen Language Performance)
09:55 AM Paper Presentation (PickLLM: Context-Aware RL-Assisted Large Language Model Routing)
10:10 AM Break
10:40 AM Keynote Talk by Dr. Danfeng Qin, Google DeepMind
11:20 AM Paper Presentation (Differentiated Aggregation to Improve Generalization in Federated Learning)
11:35 AM Paper Presentation (ssProp: Energy-Efficient Training for Convolutional Neural Networks with Scheduled Sparse Back Propagation)
11:50 AM Break
01:30 PM Keynote Talk by Dr. Priyadarshini Panda, Yale University
02:10 PM Keynote Talk by Dr. Yanzhi Wang, Northeastern University
02:50 PM Paper Presentation (Knowledge Distillation with Training Wheels)
03:05 PM Paper Presentation (ZNorm: Z-Score Gradient Normalization Accelerating Skip-Connected Network Training without Architectural Modification)
03:20 PM Paper Presentation (Efficient Image Similarity Search with Quadtrees)
03:35 PM Closing Remarks

All times are in Philadelphia local time.



Contact Info

E-mail: seas25 AT googlegroups.com