http://amirgholami.org/ http://amirgholami.org/assets/2019_QBERT.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/inplace_transpose_gpu.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2018_A_Novel_Domain_Adaptation_Framework_for_Medical_Image_Segmentation.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2018_CVPR_Shift_A_Zero_FLOP_Zero_Parameter_Alternative_to_Spatial_Convolutions.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2018_CVPR_Trust_region_based_adversarial_attack_on_neural_networks.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2018_DAC_Co-Design_of_Deep_Neural_Nets_and_Neural_Net_Accelerators_for_Embedded_Vision_Applications.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2018_NeurIPS_Hessian-based_Analysis_of_Large_Batch_Training_and_Robustness_to_Adversaries.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2018_SPAA_Integrated_Model_Batch_and_Domain_Parallelism_in_Training_Neural_Networks.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2019_ICCV_HAWQ_Hessian_AWare_Quantization_of_Neural_Networks_with_Mixed_Precision.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2019_IJCAI_ANODE_Unconditionally_Accurate_Memory_Efficient_Gradients_for_Neural_ODEs.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2019_NeurIPS_ANODEV2_A_Coupled_Neural_ODE_Evolution_Framework.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2019_hawq.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2020_AAAI_AdaHessian_An_Adaptive_Second_Order_Optimizer_for_Machine_Learning.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2020_AAAI_Q-BERT_Hessian_Based_Ultra_Low_Precision_Quantization_of_BERT.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2020_CVPR_ZeroQ_A_Novel_Zero_Shot_Quantization_Framework.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2020_ICML_PowerNorm_Rethinking_Batch_Normalization_in_Transformers.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2020_ICML_PyHessian_Neural_Networks_Through_the_Lens_of_the_Hessian.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2020_NeurIPS_HAWQ_V2_Hessian_Aware_trace_Weighted_Quantization_of_Neural_Networks.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2020_hawq-v3-dyadic-neural-network-quantization.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2021_AAAI_AdaHessian_An_Adaptive_Second_Order_Optimizer_for_Machine_Learning.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2021_A_Survey_of_Quantization_Methods_for_Efficient_Neural_Network_Inference.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2021_Characterizing_Possible_Failure_Modes_in_Physics_Informed_Neural_Networks.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2021_Hessian_Aware_Pruning_and_Optimal_Neural_Implant.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2021_I-BERT_Integer-only_BERT_Quantization.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/2021_Q-ASR_Integer-only_Zero-shot_Quantization_for_Efficient_Speech_Recognition.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/NeurIPS-2020-hawq-v2-hessian-aware-trace-weighted-quantization-of-neural-networks-Supplemental.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/sc14stokes.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/sc17.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/papers/sibia_gls.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/talks/2021_02_EE290_Quantization.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/talks/2021_02_Intel_ISAS.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/talks/2021_04_GTC.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/talks/2021_10_20_Microsoft_Research_Summit_Systematic_Neural_Network_Quantization_and_Pruning.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/talks/2021_10_22_Rethinking_PINNs.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/talks/2023_08_26_hot_chips_quantization_methods_for_efficient_inference.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/talks/2023_09_Towards_Foundation_Models_For_Scientific_Machine_Learning_CERN.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/talks/2024-1-25-llm-compiler.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/assets/talks/2025_03_01_HPCA_Accelerating_Long_Context_Length_LLM_Inference_Squeezed_Attention.pdf 2026-03-26T19:47:42+00:00 http://amirgholami.org/img/research/2048.pdf 2026-03-26T19:47:42+00:00