AI Scientist | CS PhD @ UH | Texas A&M Postdoc
Repositories
AftabHussain/uci-teaching-excellence-certification
AftabHussain/ml-tradeoffs
This repository captures decision-level knowledge for selecting ML tools, and related system patterns and approaches, under real-world constraints.
AftabHussain/kahua
AftabHussain/catboost-code-rag
A prototype RAG system that explains CatBoost code in housing data use-cases.
AftabHussain/aftabhussain
AftabHussain/gemma
Gemma open-weight LLM library, from Google DeepMind
AftabHussain/llama_index
LlamaIndex is the leading document agent and OCR platform
AftabHussain/evals
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks, by OpenAI
AftabHussain/acme
A library of reinforcement learning components and agents
AftabHussain/gene-subseq-analysis
Machine learning framework using subsequence-based features to study gene family relationships.
AftabHussain/diar
A coverage-based seed reduction approach that removes uninteresting bytes to accelerate software fuzzing.
AftabHussain/quantized-code-llm-security
Security analysis of quantized Llama-2 and CodeLlama models for code generation.
AftabHussain/noise-gen_great-varmisuse
Scripts to inject noise into Google's GREAT code dataset to study memorization in neural code models.
AftabHussain/Trojan-signatures-in-Code-LLMs
Investigating lightweight approaches for trojan detection in code models using only model parameters.
AftabHussain/FMViz
Visualizing tests generated in AFL during fuzzing
AftabHussain/archived.aftabhussain.github.io
AftabHussain/WeightWatcher
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
AftabHussain/save-trainstats_great-varmisuse
Data and Code for Reproducing "Global Relational Models of Source Code"
AftabHussain/WIGRAPH
Code for paper "Improving Interpretability via Explicit Word Interaction Graph Layer"
AftabHussain/dd-py3
Delta Debugging for Python 3
AftabHussain/great
The dataset for the variable-misuse task, used in the ICLR 2020 paper 'Global Relational Models of Source Code' [https://openreview.net/forum?id=B1lnbRNtwr]
AftabHussain/exercises-in-programming-style
Comprehensive collection of programming styles using a simple computational task, term frequency
AftabHussain/poolalloc
Mirror of official poolalloc git repository located at http://llvm.org/git/poolalloc. Updated every five minutes.
AftabHussain/inf225-webcrawler
AftabHussain/inf225-search-engine
AftabHussain/cs238p-uci
AftabHussain/afl-1
american fuzzy lop (copy of the source code for easy access)
AftabHussain/driller
Driller: augmenting AFL with symbolic execution!
AftabHussain/afl-cov
Produce code coverage results with gcov from afl-fuzz test cases