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1. LazyDP: Co-Designing Algorithm-Software for Scalable Training of Differentially Private Recommendation Models

2. Training Personalized Recommendation Systems from (GPU) Scratch: Look Forward not Backwards

4. Tensor Casting: Co-Designing Algorithm-Architecture for Personalized Recommendation Training

5. Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations

6. NeuMMU: Architectural Support for Efficient Address Translations in Neural Processing Units

7. TensorDIMM: A Practical Near-Memory Processing Architecture for Embeddings and Tensor Operations in Deep Learning

8. Beyond the Memory Wall: A Case for Memory-centric HPC System for Deep Learning

13. Advanced Neural Functional Imaging in C. elegans Using Lab-on-a-Chip Technology.

14. Real‐Time, Non‐Invasive Monitoring of Neuronal Differentiation Using Intein‐Enabled Fluorescence Signal Translocation in Genetically Encoded Stem Cell‐Based Biosensors.

23. Cell-Based Sensors for the Detection of EGF and EGF-Stimulated Ca 2+ Signaling.

38. Magnetic bead based immunoassay for autonomous detection of toxins

41. Antibody arrays prepared by cutinase-mediated immobilization on self-assembled monolayers

42. Dependence of the rate of an interfacial Diels-Alder reaction on the steric environment of the immobilized dienophile: An example of enthalpy-entropy compensation

45. NeuMMU

47. TensorDIMM

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