25 results on '"Cong Guo"'
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2. A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models.
3. Marginalizing and Conditioning Gaussians onto Linear Approximations of Smooth Manifolds with Applications in Robotics.
4. vTensor: Flexible Virtual Tensor Management for Efficient LLM Serving.
5. Accelerating Sparse DNNs Based on Tiled GEMM.
6. GMLake: Efficient and Transparent GPU Memory Defragmentation for Large-scale DNN Training with Virtual Memory Stitching.
7. VDD: Varied Drone Dataset for Semantic Segmentation.
8. Data-Driven Batch Localization and SLAM Using Koopman Linearization.
9. Iterative missing value imputation based on feature importance.
10. A Class of Smoothing Modulus-Based Iterative Method for Solving Implicit Complementarity Problems.
11. A novel feature selection framework for incomplete data.
12. OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization.
13. AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs.
14. JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping.
15. Accelerating Generic Graph Neural Networks via Architecture, Compiler, Partition Method Co-Design.
16. SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation.
17. ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization.
18. Nesting Forward Automatic Differentiation for Memory-Efficient Deep Neural Network Training.
19. Efficient Activation Quantization via Adaptive Rounding Border for Post-Training Quantization.
20. Koopman Linearization for Data-Driven Batch State Estimation of Control-Affine Systems.
21. Dual-side Sparse Tensor Core.
22. Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators.
23. Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration.
24. Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity.
25. Adversarial Defense Through Network Profiling Based Path Extraction.
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