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We continue to see exciting breakthroughs in AI. The CHATGPT in text, the PIKA in video, and the Gemini in multimodal. I'm sure every AI practitioner can feel the waves of our time building up. And I want to do my part in this era. There is a hidden voice in my heart telling me that I can also realize AGI in some small field. Now I have found my goal: AGI in quantitative finance.

My goal is to build an AGI that can replace a Quant Alpha team of about 20 people, and I'm working towards that goal. Inputting historical stages of data, our AGI can output factors, factor combination strategies, trading strategies, and fulfill the functions brought by the whole Quant Alpha team.

If you are also interested, please feel free to contact me. (Or if your team is doing the same thing, I'd love to join you!)

  • 👋 Hi, I’m TianhaoFu(付天豪)@PKU.
  • 👀 I’m interested in data-centric AI and Quantitative Finance.
  • 🌱 I’m currently learning data-centric AI. Check my 2022's data-centric AI work: Tiny3D: a data-centric AI based 3D object detection service production system. Also, I'm doing research on High-frequency Strategy, Mid-frequency Strategy, and Alternative Low-frequency Strategy in US Equity, China Equity, and Crypto.
  • 💞️ I’m looking to collaborate on data-centric AI(data privacy, data programming, data simulation, data compression, data duration, data centric ai system) and Quantitative Finance(job or other opportunities).
  • 📫 How to reach me [email protected].

Tianhao Fu's Projects

gdna icon gdna

Official code release for CVPR 2022 paper gDNA: Towards Generative Detailed Neural Avatars

gdw-nips2021 icon gdw-nips2021

This repository is the official implementation of Generalized Data Weighting via Class-level Gradient Manipulation (NeurIPS 2021)(http://arxiv.org/abs/2111.00056).

gen-arg icon gen-arg

Code for paper "Document-Level Argument Extraction by Conditional Generation". NAACL 21'

gfnet icon gfnet

Global Filter Networks for Image Classification

ggl icon ggl

Group-Group Loss Based Global-Regional Feature Learning for Vehicle Re-Identification

git icon git

Source code for ACL-IJCNLP 2021 Long paper: Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker.

glow icon glow

Compiler for Neural Network hardware accelerators

group_dro icon group_dro

Distributionally robust neural networks for group shifts

h_decomposition icon h_decomposition

2D Homography Matrix Decomposition Using Polar Decomposition (MATLAB MEX)

hagrid icon hagrid

Implementation of the paper: `GPU Ray Tracing using Irregular Grids`

halonet-pytorch icon halonet-pytorch

Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones

haq icon haq

[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision

hedgehog-lab icon hedgehog-lab

An open source scientific computing environment for JavaScript TOTALLY in your browser, matrix operations with GPU acceleration, TeX support, data visualization and symbolic computation.

horovod icon horovod

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

hrnet-semantic-segmentation icon hrnet-semantic-segmentation

This is an official implementation of semantic segmentation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919

hugectr icon hugectr

HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

humannerf icon humannerf

HumanNeRF turns a monocular video of moving people into a 360 free-viewpoint video.

hvpr icon hvpr

An official implementation of "HVPR: Hybrid Voxel-Point Representation for Single-stage 3D Object Detection" (CVPR 2021) in PyTorch.

ia-ssd icon ia-ssd

Not All Points Are Equal: Learning Highly Efficient Point-based Detectors for 3D LiDAR Point Clouds (CVPR 2022, Oral)

image-stitching-opencv icon image-stitching-opencv

Simple image stitching algorithm based on SIFT, homography, KNN and Ransac in Python and OpenCV

imagenet18_old icon imagenet18_old

Code to reproduce "imagenet in 18 minutes" DAWN-benchmark entry

imgviz icon imgviz

Image Visualization Tools (object detection, semantic and instance segmentation)

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