Fan-Yun Sun

InfoGraph. Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" (ICLR 2020, spotlight)

LayoutVLM. Official code for "LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models" (CVPR 2025)

DARNN. A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction

vGraph. Official code for "vGraph: A Generative Model for Joint CommunityDetection and Node Representation Learning" (NeurIPS 2019)

graph-classification. A collection of graph classification methods

IMMA. Official code for "Interaction Modeling with Multiplex Attention" (NeurIPS 2022)

FactorSim. Official Code for the NeurIPS 2024 paper "FactorSim: Generative Simulation via Factorized Representation"

CS224w. Jupyter Notebook

FINV. Official code for the paper "Partial-View Object View Synthesis via Filtering Inversion" (3DV spotlight 2024)

3D-Generalist.

NTU-Courses. This repository contains some course materials (mainly coding assignments) that I did at National Taiwan University.

FasterRCNN. FasterRCNN/maskRCNN with tensorpack, modified to train on own dataset

ML2017. NTUEE, Machine Learning 2017

diminishing-reward-shaping. Official code for "Designing Non-greedy Reinforcement Learning Agents with Diminishing Reward Shaping" (AIES 2018 paper)

MMVP. Python

microsoft-student-partner.

pytorch-a2c-ppo-acktr. PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).