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Organization

Stevens Institute of Technology
Contributors
Weijin Liu
Zongqing Qi
Hao Wang
Zhijing Ye
Hanfei Yu
Xiaodong Yu
Presentations
Workshop
A Comparative Survey: Reusing Small Pre-Trained Models for Efficient Large Model Training
3:50pm - 4:10pm EST Monday, 18 November 2024 B313
Artificial Intelligence/Machine Learning
W
ACM Student Research Competition: Graduate Poster
ACM Student Research Competition: Undergraduate Poster
Doctoral Showcase
Posters
A Novel Gradient Compression Design with Ultra-High Compression Ratio for Communication-Efficient Federated Learning
12pm - 5pm EST Tuesday, 19 November 2024 B302-B305
TP
XO/EX
Paper
hZCCL: Accelerating Collective Communication with Co-Designed Homomorphic Compression
4pm - 4:30pm EST Thursday, 21 November 2024 B312-B313A
Data Compression
Data Movement and Memory
Distributed Computing
Message Passing
Network
TP
ACM Student Research Competition: Graduate Poster
ACM Student Research Competition: Undergraduate Poster
Doctoral Showcase
Posters
KVSort: Drastically Improving LLM Inference Performance via KV Cache Compression
12pm - 5pm EST Tuesday, 19 November 2024 B302-B305
TP
XO/EX
ACM Student Research Competition: Graduate Poster
ACM Student Research Competition: Undergraduate Poster
Doctoral Showcase
Posters
Profiling Communication Overhead in 3D Parallel Pretrain of Large Language Models
12pm - 5pm EST Tuesday, 19 November 2024 B302-B305
TP
XO/EX
Paper
Stellaris: Staleness-aware Distributed Reinforcement Learning with Serverless Computing
4:30pm - 5pm EST Tuesday, 19 November 2024 B308
Distributed Computing
Middleware and System Software
TP
Best Student Paper Finalist