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Hi there 👋

Welcome to my page. My name is Zecheng Tang (湯澤成/汤泽成 in traditional/simplified Chinese);

You can call me Zecheng ([/zəˈtʂʌŋ/], Mandarin pronunciation) / Tong Zak Sing (Cantonese pronunciatio) / Eric Tang :)

  • View my homepage at: https://zetangforward.github.io
  • 🌱 I am currently a second-year Ph.D. student at Artificial Intelligence Research Institute of Soochow University, advised by Assoc. Prof. Juntao Li and Prof. Min Zhang. Before this, I received my Bachelor's degree (2018-2022, software engineering) from Soochow University (rk 1st, Outstanding Graduate and Honorary Graduate).
  • 👯 I was a research intern at Microsoft Research Asia (MSRA), awarded with <Star of Tomorrow>, focusing on Multimodal Generation and Visual Representation with LLMs (Visual ChatGPT, LayoutNUWA[ICLR-2024], and StrokeNUWA[ICML-2024]).
  • 🤔 Currently, my research interests include Context-length Scaling(including the explosion of new Model Architectures, Data Engineering, etc), Model Alignment(especially, for safety), and Multimodal Generation.
  • 📫 If you have any questions about my work, feel free to reach me: [email protected]
github contribution grid snake animation

Zak-Sing's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-rlhf icon awesome-rlhf

A curated list of reinforcement learning with human feedback resources (continually updated)

clip-retrieval icon clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with them

csa-gec icon csa-gec

This is the official code for ``Beyond Hard Samples: Robust and Effective Grammatical Error Correction with Simple Cycle Self-Augmenting``

dall-e icon dall-e

PyTorch package for the discrete VAE used for DALL·E.

dalle-pytorch icon dalle-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

deeplayout icon deeplayout

PyTorch implementation of "LayoutTransformer: Layout Generation and Completion with Self-attention" to appear in ICCV 2021

diffuseq icon diffuseq

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

diffvg icon diffvg

Differentiable Vector Graphics Rasterization

easycontext icon easycontext

Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.

edgegpt icon edgegpt

Reverse engineered API of Microsoft's Bing Chat AI

efficient_alpaca icon efficient_alpaca

The aim of this repository is to utilize LLaMA to reproduce and enhance the Stanford Alpaca

encodec icon encodec

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

encodec-pytorch icon encodec-pytorch

unofficial implementation of the High Fidelity Neural Audio Compression

fastchat icon fastchat

The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"

figr-8 icon figr-8

Few-shot Image Generation with Reptile: the dataset

flare icon flare

Forward-Looking Active REtrieval-augmented generation (FLARE)

genius icon genius

💡GENIUS – generating text using sketches! A strong and general textual data augmentation tool.

halueval icon halueval

This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.

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