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Organization

Georgia Institute of Technology
Contributors
Payman Behnam
Sreenidhi Reddy Bommu
Hanqiu Chen
Suman Datta
Ruijie Gao
Cong Hao
Hao-Hsiang Hsiao
Geonhwa Jeong
Tushar Krishna
Junmo Lee
Yuhan Li
Sung Kyu Lim
Yingyan (Celine) Lin
Yingyan (Celine) Lin
Anni Lu
Yi-Chen Lu
Yuan-Chun Luo
Saibal Mukhopadhyay
Akshat Ramachandran
Arijit Raychowdhury
Rakshith Saligram
Zhixin Song
Pruek Vanna-iampikul
Cheng Wan
Zishen Wan
Zheng Wang
Yingyan (Celine) Yin
Shimeng Yu
Zhongzhi Yu
Yang (Katie) Zhao
Yujie Zhao
Lingjun Zhu
Session Chairs
Cong (Callie) Hao
Minah Lee
Presentations
Research Manuscript
3D-Carbon: An Analytical Carbon Modeling Tool for 3D and 2.5D Integrated Circuits
EDA
Design Methodologies for System-on-Chip and 3D/2.5D System-in-Package
Research Panel
3DIC Design Ecosystem – The Cats That Need Herding!
Design
Research Manuscript
Algorithm-Hardware Co-Design of Distribution-Aware Logarithmic-Posit Encodings for Efficient DNN Inference
AI
AI/ML Algorithms
Research Manuscript
Combining Parameterized Pulses and Contextual Subspace for More Practical VQE
Design
Quantum Computing
Work-in-Progress Poster
Cooling the Chaos: Mitigating the Effect of Threshold Voltage Variation in Cryogenic CMOS Memories
AI
Autonomous Systems
Cloud
Design
EDA
Embedded Systems
IP
Security
Workshop
DCgAA 2024: International Workshop on DL-Hardware Co-Design for Generative AI Acceleration
AI
Research Manuscript
Digital CIM with Noisy SRAM Bit: A Compact Clustered Annealer for Large-Scale Combinatorial Optimization
Design
Emerging Models of Computation
Research Manuscript
EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Unified Compression and Adaptive Layer Voting
AI
AI/ML Algorithms
Research Manuscript
GNN-assisted Back-side Clock Routing Methodology for Advance Technologies
EDA
Physical Design and Verification
Research Manuscript
ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model
Design
In-memory and Near-memory Computing Circuits
Special Session (Research)
Invited: LLM4AIGChip: Harnessing Large Language Models Towards Automation of AI Accelerator Design
AI
Special Session (Research)
Invited: Overview of Cognitive Multispectral Sensing
AI
Design
Research Manuscript
ML-based Physical Design Parameter Optimization for 3D ICs: From Parameter Selection to Optimization
AI
AI/ML Application and Infrastructure
Work-in-Progress Poster
QPulse: Ansatz Design Analysis and Advantages of Parameterized Quantum Pulses
AI
Autonomous Systems
Cloud
Design
EDA
Embedded Systems
IP
Security
Work-in-Progress Poster
Zero-Space Cost Fault Tolerance for Transformer-based language models on ReRAM
AI
Autonomous Systems
Cloud
Design
EDA
Embedded Systems
IP
Security
Sessions
Special Session (Research)
Large Language Model - Revolutionizing the Entire Computing Paradigm
AI
Research Manuscript
Complexity Matters: Scheduling and Accelerating Data Structures in DNNs
AI
Design
AI/ML Architecture Design
Research Manuscript
Foundation Models for EDA and Beyond
AI
AI/ML Application and Infrastructure