InfoGraph. Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" (ICLR 2020, spotlight)
324LayoutVLM. Official code for "LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models" (CVPR 2025)
176DARNN. A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction
113vGraph. Official code for "vGraph: A Generative Model for Joint CommunityDetection and Node Representation Learning" (NeurIPS 2019)
46graph-classification. A collection of graph classification methods
42IMMA. Official code for "Interaction Modeling with Multiplex Attention" (NeurIPS 2022)
38FactorSim. Official Code for the NeurIPS 2024 paper "FactorSim: Generative Simulation via Factorized Representation"
14CS224w. Jupyter Notebook
11FINV. Official code for the paper "Partial-View Object View Synthesis via Filtering Inversion" (3DV spotlight 2024)
73D-Generalist.
6NTU-Courses. This repository contains some course materials (mainly coding assignments) that I did at National Taiwan University.
5FasterRCNN. FasterRCNN/maskRCNN with tensorpack, modified to train on own dataset
4ML2017. NTUEE, Machine Learning 2017
3diminishing-reward-shaping. Official code for "Designing Non-greedy Reinforcement Learning Agents with Diminishing Reward Shaping" (AIES 2018 paper)
2MMVP. Python
1microsoft-student-partner.
1pytorch-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).
1