Pengcheng Xu (explcre)

explcre

Geek Repo

Company:University of Illinois Urbana-Champaign

Location:Illinois, US

Home Page:https://www.linkedin.com/in/pengcheng-xu-ryan/

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Pengcheng Xu's repositories

ChatGPT-Chatbot-Personal-Website

ChatGPT API assisted Chatbot: an Attractive Advance Personal Website. It looks like chatting bot, and it's connected to chatgpt API! Same design as Whatsapp chat. Lightweighted, Fast. Easy to use. it can imitate you if you add your information. If you think it's cool or want to use it, please star it! Thank you!

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21Summer-VE370-Intro-to-Computer-Organization-Projects

21Summer-VE370-Intro-to-Computer-Organization-Projects: -Project1: RISC-V Assembly, simluating c code. -Project2: 1.RISC-V64 single cycle processor. 2.RISC-V64 five-stage pipelined processor. -Project3: Virtual memory, TLB, cache, memory simulator. -Project4: Literature review on Computer Organization.

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Augmented-reality-simulation-of-cardiovascular-interventional-surgery-IPP-

Augmented reality simulation of cardiovascular interventional surgery Mar 2020- May 2021. - Implemented the framework of surgery training assistant system based on augmented reality. - Predicted the operation trajectory using LSTM and use kdtree to calculate the distance for operation safety warning. - Displayed the vascular model in augmented reality with OpenGL, and design UI interface to adjust the size, rotation and translation of the model. - The marker of aruco Library in OpenCV is used to realize the coordinate positioning of QR code.

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pipeDejavu

pipeDejavu: Hardware-aware Latency Predictable, Differentiable Search for Faster Config and Convergence of Distributed ML Pipeline Parallelism

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chat

ChatGPT assisted personalied advance attractive personal portfolio website. It looks like chatting bot, and it's connected to chatgpt API! Same design as Whatsapp chat. Lightweighted, Fast. Easy to use. it can imitate you if you add your information

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alpa

Training and serving large-scale neural networks

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ColossalAI

Making large AI models cheaper, faster and more accessible

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GPT4Tools

GPT4Tools is an intelligent system that can automatically decide, control, and utilize different visual foundation models, allowing the user to interact with images during a conversation.

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ddp

Differential Dynamic Programming (DDP) with automatic symbolic differentiation

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DiffDock

Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

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DiffuSeq

[ICLR'23] DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

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dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

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GNN-SubNet

Disease subnetwork detection with explainable Graph Neural Networks

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GraphGym

Platform for designing and evaluating Graph Neural Networks (GNN)

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Graphormer-GD

[ICLR 2023 notable top-5%] Rethinking the Expressive Power of GNNs via Graph Biconnectivity (official implementation)

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learn2learn

A PyTorch Library for Meta-learning Research

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nash-mtl

Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]

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nvdiffrec

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

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segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

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shap-e

Generate 3D objects conditioned on text or images

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SHINE

NeurIPS 2022 paper, SubHypergraph Inductive Neural nEtwork

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SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

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umap

Uniform Manifold Approximation and Projection

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vizier

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

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