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Organization

Shanghai Jiao Tong University
Contributors
Haibao Chen
Hao Chen
Yuting Chen
Yuzhou Chen
Guohao Dai
Zhihui Deng
Guangxi Fan
Xinkuang Geng
Dawu Gu
Guanghui He
Weifeng He
Tianshu Hou
Yifan Hua
Kaixin Huang
Linpeng Huang
Shan Huang
Shiyuan Huang
Yifeng Hui
Zhigang Ji
Honglan Jiang
Jianfei Jiang
Li Jiang
Naifeng Jing
Weihan Kong
Shunxiang Lan
Haomin Li
Jinhao Li
Xing Li
Zhenyu Li
Zirui Li
Yaoxiu Lian
Xiaoyao Liang
Chuxiong Lin
Jun Liu
Xueyuan Liu
Yong Liu
Kain Lu Low
Dongxu Lyu
Ruoyan Ma
Tianliang Ma
Junfa Mao
Zhiwen Mo
Jin Pu
Chunyu Qi
Weikang Qian
Xingyue Qian
Zheng Qiao
Yuxuan Qin
Shipei Qu
Pengpeng Ren
Leilai Shao
Zhuoran Song
Xuguang Sun
Yanan Sun
Min Tang
dengfeng wang
Gang Wang
Guifeng Wang
Qin Wang
Xuhang Wang
Zhican Wang
Zihan Wang
Zilong Wang
Weihua Xiao
Jiaming Xu
Lei Xu
Liukai Xu
Yansong Xu
Ning Yang
Yuanzheng Yao
Jinfeng Ye
Shuai Yuan
Chen Zhang
Chi Zhang
Xiaolin Zhang
Shengan Zheng
Cong Zhou
Yunhao Zhou
Zhuoshan Zhou
Gao ZhuTianya
Presentations
Research Manuscript
A Holistic Functionalization Approach to Optimizing Imperative Tensor Programs in Deep Learning
AI
AI/ML Application and Infrastructure
Research Manuscript
Accelerating Regular Path Queries over Graph Database with Processing-in-Memory
Design
In-memory and Near-memory Computing Circuits
Work-in-Progress Poster
ATAFAN: Design-Friendly Aging-aware Timing Analysis Framework Based on Hybrid Graph Network
AI
Autonomous Systems
Cloud
Design
EDA
Embedded Systems
IP
Security
Research Manuscript
Data is all you need: Finetuning LLMs for Chip Design via an Automated design-data augmentation framework
AI
AI/ML Application and Infrastructure
Work-in-Progress Poster
DATIS: DRAM Architecture and Technology Integrated Simulation
AI
Autonomous Systems
Cloud
Design
EDA
Embedded Systems
IP
Security
Research Manuscript
DEFA: Efficient Deformable Attention Acceleration via Pruning-Assisted Grid-Sampling and Multi-Scale Parallel Processing
AI
Design
AI/ML Architecture Design
Research Manuscript
DySpMM: From Fix to Dynamic for Sparse Matrix-Matrix Multiplication Accelerators
AI
Design
AI/ML Architecture Design
Research Manuscript
Efficient Approximate Decomposition Solver using Ising Model
Design
Emerging Models of Computation
Work-in-Progress Poster
Enabling Fast 2-bit LLM on GPUs: Memory Alignment, Sparse Outlier, and Asynchronous Dequantization
AI
Autonomous Systems
Cloud
Design
EDA
Embedded Systems
IP
Security
Research Manuscript
Enabling Multi-Tensor Fused Dataflow for Transformer Models on Spatial Accelerators
AI
Design
AI/ML System and Platform Design
Research Manuscript
EOS: An Energy-Oriented Attack Framework for Spiking Neural Networks
AI
Security
AI/ML Security/Privacy
Research Manuscript
HEIRS: Hybrid Three-Dimension RRAM- and SRAM-CIM Architecture for Multi-task Transformer Acceleration
Design
In-memory and Near-memory Computing Architectures, Applications and Systems
Research Manuscript
INSPIRE: Accelerating Deep Neural Networks via Hardware-friendly Index-Pair Encoding
AI
Design
AI/ML System and Platform Design
Research Manuscript
InterArch: Video Transformer Acceleration via Inter-Feature Deduplication with Cube-based Dataflow
Design
AI/ML System and Platform Design
Late Breaking Results Poster
Late Breaking Results: Fast System Technology Co-Optimization Framework for Emerging Technology Based on Graph Neural Networks
Research Manuscript
MoC: A Morton-Code-Based Fine-Grained Quantization for Accelerating Point Cloud Neural Networks
AI
Design
AI/ML System and Platform Design
Research Manuscript
Oltron: Algorithm-Hardware Co-design for Outlier-Aware Quantization of LLMs with Inter-/Intra-Layer Adaptation
AI
Design
AI/ML Architecture Design
Work-in-Progress Poster
PINN-based Compact Model for On-chip Silicon Photonic Devices
AI
Autonomous Systems
Cloud
Design
EDA
Embedded Systems
IP
Security
Research Manuscript
QUQ: Quadruplet Uniform Quantization for Efficient Vision Transformer Inference
Design
AI/ML System and Platform Design
Work-in-Progress Poster
RADAR: A Skew-resistant and Hotness-aware Ordered Index Design for Processing-in-memory Systems
AI
Autonomous Systems
Cloud
Design
EDA
Embedded Systems
IP
Security
Research Manuscript
Reducing DRAM Latency via In-situ Temperature- and Process-Variation-Aware Timing Detection and Adaption
Embedded Systems
Embedded Memory and Storage Systems
Work-in-Progress Poster
RobustState: Boosting Fidelity of Quantum State Preparation via Noise-Aware Variational Training
AI
Autonomous Systems
Cloud
Design
EDA
Embedded Systems
IP
Security
Research Manuscript
Thermal Resistance Network Derivative (TREND) Model for Efficient Thermal Simulation and Design of ICs and Packages
EDA
Design Methodologies for System-on-Chip and 3D/2.5D System-in-Package
Research Manuscript
Trapped by Your WORDs: (Ab)using Processor Exception for Generic Binary Instrumentation on Bare-metal Embedded Devices
Security
Embedded and Cross-Layer Security
Research Manuscript
TSAcc: An Efficient \underline{T}empo-\underline{S}patial Similarity Aware \underline{Acc}elerator for Attention Acceleration
Design
AI/ML System and Platform Design