Selected Publications

I’m (still…) training myself (slowly…). The full list of my publications can be found in my Google Scholar.

Running Ahead of Evolution - AI based Simulation for Predicting Future High-risk SARS-CoV-2 Variants

Jie Chen, Zhiwei Nie, Yu Wang, Kai Wang, Fan Xu, Zhiheng Hu, Bin Zheng, Zhennan Wang, Guoli Song, Jingyi Zhang, Jie Fu, Xiansong Huang, Zhongqi Wang, Zhixiang Ren, Qiankun Wang, Daixi Li, Dongqing Wei,, Chao Yang, Yonghong Tian, Wen Gao

Bidirectional Learning for Offline Infinite-width Model-based Optimization

Can (Sam) Chen, Yingxue Zhang, Jie Fu, Xue Liu, Mark Coates

Bidirectional Learning for Offline Infinite-width Model-based Optimization

Learning Multi-Objective Curricula for Robotic Policy Learning

Jikun Kang, Miao Liu, Abhinav Gupta, Chris Pal, Xue Liu, Jie Fu

Learning Multi-Objective Curricula for Robotic Policy Learning

Biological Sequence Design with GFlowNets

Moksh Jain, Emmanuel Bengio, Alex-Hernandez Garcia, Jarrid Rector-Brooks, Bonaventure Dossou, Chanakya Ekbote, Jie Fu, Tianyu Zhang, Micheal Kilgour, Dinghuai Zhang, Lena Simine, Payel Das, Yoshua Bengio

Biological Sequence Design with GFlowNets

Unifying Likelihood-free Inference with Black-box Sequence Design and Beyond

ICLR 2022 Spotlight

Dinghuai Zhang, Jie Fu, Yoshua Bengio, Aaron Courville

Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters

ICLR 2021 Outstanding Paper Award (8 out of 860 accepted papers)

Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Cheung Hui, Jie Fu

Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters

CoCon: A Self-Supervised Approach for Controlled Text Generation

Alvin Chan, Yew-Soon Ong, Bill Pung, Aston Zhang, Jie Fu

CoCon: A Self-Supervised Approach for Controlled Text Generation

Rikinet: Reading Wikipedia Pages for Natural Question Answering

Dayiheng Liu, Yeyun Gong, Jie Fu, Yu Yan, Jiusheng Chen, Daxin Jiang, Jiancheng Lv, Nan Duan

Rikinet: Reading Wikipedia Pages for Natural Question Answering

Interactive Machine Comprehension with Information Seeking Agents

Xingdi Yuan, Jie Fu, Marc-Alexandre Cote, Yi Tay, Chris Pal, Adam Trischler

Interactive Machine Comprehension with Information Seeking Agents

DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks

Jie Fu, Hongyin Luo, Jiashi Feng, Kian Hsiang Low, Tat-Seng Chua

DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks