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Vignesh Kothapalli

kvignesh1420

PhD Student @Stanford CS

Organizations

Languages

Python56%C++38%HTML6%

Repos

21

Stars

33

Forks

4

Top Language

Python

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Repositories

21
KV
kvignesh1420/single-index-ht

[TMLR] From Spikes to Heavy Tails: Unveiling the Spectral Evolution of Neural Networks

Python30Updated 3 weeks ago
adam-optimizergradient-descentheavy-tailed-distributionsneural-networksspectral-analysis
KV
kvignesh1420/kvignesh1420.github.io

No description provided.

HTML00Updated 5 months ago
KV
kvignesh1420/cot-icl-lab

[ACL 2025] Official implementation of the "CoT-ICL Lab" framework

Python111Updated 5 months ago
chain-of-thoughtgraphsin-context-learningllm-inferencellm-trainingtransformers
KV
kvignesh1420/gnn_collapse

[NeurIPS 2023] Official implementation of "A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks"

Python62Updated 6 months ago
community-detectiongraph-neural-networksneural-collapseoptimizationstochastic-block-model
KV
kvignesh1420/rlap

[ICML 2023] Official implementation of "A randomized schur complement based graph augmentor"

Python81Updated 1 year ago
contrastive-learninggraph-diffusiongraph-neural-networksrandomized-algorithmsschur-complement
KV
kvignesh1420/shallow_nc1

[NeurReps 2024, TMLR 2025] Can Kernel Methods Explain How the Data Affects Neural Collapse?

Python40Updated 10 months ago
adaptive-kernelskernel-methodsneural-collapseshallow-neural-network
KV
kvignesh1420/Liger-KernelFork

Efficient Triton Kernels for LLM Training

Python00Updated 1 year ago
KV
kvignesh1420/ivyFork

The Unified Machine Learning Framework

Python00Updated 4 years ago
KV
kvignesh1420/HolisticTraceAnalysisFork

A library to analyze PyTorch traces.

00Updated 1 year ago
KV
kvignesh1420/awesome-contrastive-self-supervised-learningFork

A comprehensive list of awesome contrastive self-supervised learning papers.

00Updated 2 years ago
KV
kvignesh1420/sketchycgal

Implementation of SketchyCGAL: https://arxiv.org/pdf/1912.02949.pdf

C++00Updated 2 years ago
KV
kvignesh1420/nyu-hpc-homework4

No description provided.

C++00Updated 2 years ago
KV
kvignesh1420/homework3Fork

No description provided.

C++00Updated 2 years ago
KV
kvignesh1420/nyu-hpc23-homework2Fork

No description provided.

C++00Updated 3 years ago
KV
kvignesh1420/pytorch_geometricFork

Graph Neural Network Library for PyTorch

00Updated 3 years ago
KV
kvignesh1420/horovodFork

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Python00Updated 3 years ago
KV
kvignesh1420/AI

Artificial Intelligence

Python00Updated 4 years ago
dpllmarkov-decision-processessearch-algorithms
KV
kvignesh1420/ioFork

Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO

C++00Updated 3 years ago
KV
kvignesh1420/tensorflowFork

An Open Source Machine Learning Framework for Everyone

C++10Updated 3 years ago
KV
kvignesh1420/pytorchFork

Tensors and Dynamic neural networks in Python with strong GPU acceleration

00Updated 4 years ago
KV
kvignesh1420/communityFork

Stores documents used by the TensorFlow developer community

00Updated 4 years ago

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Vignesh Kothapalli (kvignesh1420) | GitHunt