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Fangxin Liu
Shanghai Jiao Tong University
Presentations
Research Manuscript
The Phantom of PCIe: Constraining Generative Artificial Intelligences for Practical Peripherals Trace Synthesizing
2:34pm - 2:47pm PDT Monday, July 27 Mtg Room 101A
AI
AI2-I. AI/ML Algorithms and Models
Research Manuscript
Exquant: Global Expert Ranking–guided Mixed-Precision Quantization for Efficient MoE Inference
3:30pm - 3:42pm PDT Monday, July 27 Mtg Room 101B
AI
AI2-I. AI/ML Algorithms and Models
Research Manuscript
GEMM-GS: Accelerating 3D Gaussian Splatting on Tensor Cores with GEMM-Compatible Blending
2:47pm - 3:00pm PDT Wednesday, July 29 Mtg Room 203C
Systems
SYS1. Autonomous Systems (Automotive, Robotics, Drones)
Research Manuscript
Brain-Like Hyper-Dimensional Graph Learning System with Hardware-Efficient Adaptive Sparsity
1:30pm - 1:42pm PDT Monday, July 27 Mtg Room 203AB
Design
DES3. Emerging Models of Computation
Research Manuscript
SiTA: Exploiting Sparsity in Tensor-Product for Accelerating Quantum Readout Error Mitigation
11:10am - 11:23am PDT Tuesday, July 28 Mtg Room 201B
Design
Quantum
DES6. Quantum Computing
Research Manuscript
SkiST: Memory-Efficient Fine-Tuning of Spiking Neural Networks via Spatio-Temporal Adaptation
2:21pm - 2:34pm PDT Monday, July 27 Mtg Room 203AB
Design
DES3. Emerging Models of Computation