Selected Publications

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

When Do Graph Neural Networks Help with Node Classification: Investigating the Homophily Principle on Node Distinguishability
NeurIPS 2023
MARBLE: Music Audio Representation Benchmark for Universal Evaluation
NeurIPS 2023
Running Ahead of Evolution - AI based Simulation for Predicting Future High-risk SARS-CoV-2 Variants
IJHPCA, ACM Gordon Bell COVID Finalist 2022
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
arXiv
Think Before You Act: Decision Transformers with Internal Working Memory
arXiv
Interactive Natural Language Processing
arXiv
MUDiff: Unified Diffusion for Complete Molecule Generation
arXiv
Chinese Open Instruction Generalist: A Preliminary Release
arXiv
Learning Multi-Objective Curricula for Robotic Policy Learning
CoRL 2022
Biological Sequence Design with GFlowNets
ICML 2022
CoCon: A Self-Supervised Approach for Controlled Text Generation
ICLR 2021
Rikinet: Reading Wikipedia Pages for Natural Question Answering
ACL 2020
Interactive Machine Comprehension with Information Seeking Agents
ACL 2020