Sun 8:15 a.m. - 8:20 a.m.
|
Mimee Xu (NYU)
(
Opening Remarks
)
>
SlidesLive Video
|
馃敆
|
Sun 8:20 a.m. - 9:15 a.m.
|
Jeff Dean: Advances in Machine Learning for Systems
(
Keynote
)
>
SlidesLive Video
|
Jeff Dean
馃敆
|
Sun 9:15 a.m. - 9:55 a.m.
|
Natasha Jaques: Multi-Agent Reinforcement Learning for Systems
(
Invited Talk
)
>
SlidesLive Video
|
Natasha Jaques
馃敆
|
Sun 9:55 a.m. - 10:10 a.m.
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Coffee Break!
|
馃敆
|
Sun 10:10 a.m. - 10:40 a.m.
|
Richard Ho: Navigating Scaling and Efficiency Challenges of ML Systems
(
Special Talk
)
>
SlidesLive Video
|
Richard Ho
馃敆
|
Sun 10:40 a.m. - 11:10 a.m.
|
Tim Kraska: ML and Generative AI for Data Systems
(
Special Talk
)
>
SlidesLive Video
|
Tim Kraska
馃敆
|
Sun 11:10 a.m. - 12:00 p.m.
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AM Posters
(
Poster Session
)
>
|
馃敆
|
Sun 12:00 p.m. - 1:00 p.m.
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Lunch Break!
|
馃敆
|
Sun 1:00 p.m. - 1:45 p.m.
|
Panel: Jeff Dean, Natasha Jaques, Tim Kraska, Lidong Zhou
(
Panel Discussion
)
>
SlidesLive Video
|
Jeff Dean 路 Natasha Jaques 路 Tim Kraska 路 Lidong Zhou
馃敆
|
Sun 1:45 p.m. - 2:00 p.m.
|
Coffee Break!
|
馃敆
|
Sun 2:00 p.m. - 2:20 p.m.
|
OpenAI's o1 Competing on IOI (Amhed, OpenAI)
(
CodeGen Talk
)
>
SlidesLive Video
|
Ahmed El-Kishky
馃敆
|
Sun 2:20 p.m. - 2:30 p.m.
|
Don't Transform the Code, Code the Transforms: Towards Precise Code Rewriting using LLMs (Chris Cummins, Meta)
(
Spotlight
)
>
link
SlidesLive Video
|
Chris Cummins 路 Volker Seeker 路 Hugh Leather 路 Jordi Armengol-Estap茅 路 Aram Markosyan 路 Gabriel Synnaeve
馃敆
|
Sun 2:30 p.m. - 2:40 p.m.
|
The Unreasonable Effectiveness of LLMs for Query Optimization (Peter Akioyamen, UPenn)
(
Spotlight
)
>
link
SlidesLive Video
|
Peter Akioyamen 路 Zixuan Yi 路 Ryan Marcus
馃敆
|
Sun 2:40 p.m. - 2:50 p.m.
|
CodeGen
(
Q & A
)
>
|
馃敆
|
Sun 2:50 p.m. - 3:10 p.m.
|
Tea Break!
|
馃敆
|
Sun 3:10 p.m. - 3:20 p.m.
|
Scalable RL for Systems via Offline Imitation from Multiple Baselines: A Case Study in Compiler Optimization (Teodor V. Marinov, Google)
(
Spotlight
)
>
link
SlidesLive Video
|
Teodor Vanislavov Marinov 路 Alekh Agarwal 路 Mircea Trofin
馃敆
|
Sun 3:20 p.m. - 3:30 p.m.
|
WarpDrive: An Agentic Workflow for Ninja GPU Transformations (Siva Hari, NVIDIA)
(
Spotlight
)
>
link
SlidesLive Video
|
Sana Damani 路 Siva Kumar Sastry Hari 路 Mark Stephenson 路 Christos Kozyrakis
馃敆
|
Sun 3:30 p.m. - 4:30 p.m.
|
PM Posters
(
Poster Session
)
>
|
馃敆
|
-
|
ML2Tuner : Efficient Code Tuning via Multi-Level Machine Learning Models
(
Poster
)
>
link
|
JooHyoung Cha 路 Munyoung Lee 路 Jinse Kwon 路 Jubin Lee 路 Jemin Lee 路 Yongin Kwon
馃敆
|
-
|
BladeDISC++: Memory Optimizations Based On Symbolic Shape
(
Poster
)
>
link
|
Xiulong Yuan 路 Xu Yan 路 Wenting Shen 路 Xiafei Qiu 路 Ang Wang 路 Jie Zhang 路 Yong Li 路 Wei Lin
馃敆
|
-
|
V鈥淢ean鈥漛a: Visual State Space Models only need 1 hidden dimension
(
Poster
)
>
link
|
TienYu Chi 路 Hung-Yueh Chiang 路 Chi-Chih Chang 路 Ning-Chi Huang 路 Kai-Chiang Wu
馃敆
|
-
|
Mycroft: Towards Effective and Efficient External Data Augmentation
(
Poster
)
>
link
|
Zain Sarwar 路 Van Tran 路 Arjun Bhagoji 路 Nicholas Feamster 路 Ben Zhao 路 Supriyo Chakraborty
馃敆
|
-
|
The Unreasonable Effectiveness of LLMs for Query Optimization
(
Poster
)
>
link
|
Peter Akioyamen 路 Zixuan Yi 路 Ryan Marcus
馃敆
|
-
|
Predicting LLM Inference Latency: A Roofline-Driven ML Method
(
Poster
)
>
link
|
Saki Imai 路 Rina Nakazawa 路 Marcelo Amaral 路 Sunyanan Choochotkaew 路 Tatsuhiro Chiba
馃敆
|
-
|
Eagle: Efficient Training-Free Router for Multi-LLM Inference
(
Poster
)
>
link
|
Zesen Zhao 路 Shuowei Jin 路 Zhuoqing Morley Mao
馃敆
|
-
|
FlexFlood: Efficiently Updatable Learned Multi-dimensional Index
(
Poster
)
>
link
|
FUMA HIDAKA 路 Yusuke Matsui
馃敆
|
-
|
On the Role of Context Granularity in LLM-Driven Program Repair
(
Poster
)
>
link
|
Tyler Holloway 路 Ethan Elenberg
馃敆
|
-
|
FALCON: Long Short Term Memory Feedback-Driven Adaptive Code Generation for Enhanced Automated Programming Systems
(
Poster
)
>
link
|
Zeyuan Li 路 Yangfan He 路 Yuchen Li 路 TIANYU SHI 路 Bin Lei 路 Jianhui Wang 路 Lewei He 路 qiu wu chen
馃敆
|
-
|
Subnormal Number Attacks on Binarized Neural Networks
(
Poster
)
>
link
|
Nicol谩s Berrios
馃敆
|
-
|
Reward Copilot for RL-driven Systems Optimization
(
Poster
)
>
link
|
Karan Tandon 路 Manav Mishra 路 Gagan Somashekar 路 Mayukh Das 路 Nagarajan Natarajan
馃敆
|
-
|
LLMSteer: Improving Long-Context LLM Inference by Steering Attention on Reused Contexts
(
Poster
)
>
link
|
Zhuohan Gu 路 Jiayi Yao 路 Kuntai Du 路 Junchen Jiang
馃敆
|
-
|
WarpDrive: An Agentic Workflow for Ninja GPU Transformations
(
Poster
)
>
link
|
Sana Damani 路 Siva Kumar Sastry Hari 路 Mark Stephenson 路 Christos Kozyrakis
馃敆
|
-
|
Scalable RL for Systems via Offline Imitation from Multiple Baselines: A Case Study in Compiler Optimization
(
Poster
)
>
link
|
Teodor Vanislavov Marinov 路 Alekh Agarwal 路 Mircea Trofin
馃敆
|
-
|
Chiplet Placement and Routing Optimization: A Novel Benchmark and Neural Solver
(
Poster
)
>
link
|
HAEYEON KIM 路 Federico Berto 路 Chuanbo Hua 路 Minsu Kim 路 joungho kim 路 Jinkyoo Park
馃敆
|
-
|
Exploring CXL-based KV Cache Storage for LLM Serving
(
Poster
)
>
link
|
Yupeng Tang 路 Runxiang Cheng 路 Ping Zhou 路 Tongping Liu 路 Fei Liu 路 Wei Tang 路 Kyoungryun Bae 路 Jianjun Chen 路 Wu Xiang 路 Rui Shi
馃敆
|
-
|
IFMoE: An Inference Framework Design for Fine-grained MoE
(
Poster
)
>
link
|
Yuwei An 路 Zhuoming Chen 路 Beidi Chen
馃敆
|
-
|
Understanding and Alleviating Memory Issue in RLHF for LLMs
(
Poster
)
>
link
|
Jin Zhou 路 Hanmei Yang 路 Steven Jiaxun Tang 路 Mingcan Xiang 路 Hui Guan 路 Tongping Liu
馃敆
|
-
|
TurboMoE: Enhancing MoE Model Training with Smart Kernel-Fusion and Data Transformation
(
Poster
)
>
link
|
Reza Yazdani Aminabadi 路 Connor Holmes 路 Samyam Rajbhandari 路 Zhewei Yao 路 Yuxiong He
馃敆
|
-
|
Fixrleak: GenAI-based Resource Leak Fix for Real-World Java Programs
(
Poster
)
>
link
|
Zhizhou Zhang 路 Akshay Utture 路 Manu Sridharan 路 Jens Palsberg
馃敆
|
-
|
CubicML: Automated ML for Large ML Systems Co-design with ML Prediction of Performance
(
Poster
)
>
link
|
WEI WEN 路 Quanyu Zhu 路 Weiwei Chu 路 Wen-Yen Chen 路 Jiyan Yang
馃敆
|
-
|
OMPar: Automatic Parallelization with AI-Driven Source-to-Source Compilation
(
Poster
)
>
link
|
Tal Kadosh 路 Niranjan Hasabnis 路 Prema Soundararajan 路 Vy Vo 路 Mihai Capot膬 路 Nesreen K. Ahmed 路 Yuval Pinter 路 Gal Oren
馃敆
|
-
|
Accelerating Malware Classification: A Vision Transformer Solution
(
Poster
)
>
link
|
Shrey Bavishi 路 Shrey Modi
馃敆
|
-
|
Don't Transform the Code, Code the Transforms: Towards Precise Code Rewriting using LLMs
(
Poster
)
>
link
|
Chris Cummins 路 Volker Seeker 路 Hugh Leather 路 Jordi Armengol-Estap茅 路 Aram Markosyan 路 Gabriel Synnaeve
馃敆
|
-
|
Debug-HD: Debugging TinyML models on-device using Hyper-Dimensional computing
(
Poster
)
>
link
|
Nikhil Pratap Ghanathe 路 Steve Wilton
馃敆
|