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LIU Chen's Projects

active_learning_coreset icon active_learning_coreset

Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach

al-fk-self-supervision icon al-fk-self-supervision

Official PyTorch code for CVPR 2020 paper "Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision"

asap icon asap

AAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations

chainrec icon chainrec

Mengting Wan, Julian McAuley, "Item Recommendation on Monotonic Behavior Chains", in Proc. of 2018 ACM Conference on Recommender Systems (RecSys'18), Vancouver, Canada, Oct. 2018.

clip_captioning icon clip_captioning

use clip feature and text to generate long sentences as the input of language model

condgen icon condgen

Conditional Structure Generation through Graph Variational Generative Adversarial Nets, NeurIPS 2019.

cs231n-2017 icon cs231n-2017

Completed the CS231n 2017 spring assignments from Stanford university

dcl icon dcl

Destruction and Construction Learning for Fine-grained Image Recognition

dcpdn icon dcpdn

Densely Connected Pyramid Dehazing Network (CVPR'2018)

dehazenet icon dehazenet

DehazeNet: An End-to-End System for Single Image Haze Removal

did-mdn icon did-mdn

Density-aware Single Image De-raining using a Multi-stream Dense Network (CVPR 2018)

dig icon dig

A library for graph deep learning research

gcm-cf icon gcm-cf

[CVPR 2021] Released code for Counterfactual Zero-Shot and Open-Set Visual Recognition

gran icon gran

Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019

graphcl_automated icon graphcl_automated

[ICML 2021] "Graph Contrastive Learning Automated" by Yuning You, Tianlong Chen, Yang Shen, Zhangyang Wang

graphgym icon graphgym

Platform for designing and evaluating Graph Neural Networks (GNN)

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