Qingru Zhang

AdaLoRA. AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).

PASTA. PASTA: Post-hoc Attention Steering for LLMs

PLATON. This pytorch package implements PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance (ICML 2022).

AdaShift_Release. The original implementation of the experiments in the paper of AdaShift (See https://arxiv.org/abs/1810.00143)

Data-Mining-LianJia-HousePrice-Prediction-Project. Data Mining Project: extract raw data from LianJia; data proprocess and feather engineering; build model with MLP and BiLSTM.

Thanos. A Biased Graph Neural Network Sampler with Near-Optimal Regret.

web-attack-deep-detection. Python

chain-of-thought-hub. Benchmarking large language models' complex reasoning ability with chain-of-thought prompting