Unlocking Emergent Modularity in Large Language Models
NAACL 2024, Outstanding Paper Award, (6 out of 2434 submissions)
Jun 29, 2024
LoGAH: Predicting 774-Million-Parameter Transformers using Graph HyperNetworks with 1/100 Parameters
arXiv
May 31, 2024
Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training
NeurIPS 2024 Spotlight
May 30, 2024
Tracking single cell evolution via clock-like chromatin accessibility
Nature Biotechnology 2024
May 20, 2024
Think Before You Act: Decision Transformers with Working Memory
ICML 2024
May 19, 2024
HyperMoE: Towards Better Mixture of Experts via Transferring Among Experts
ACL 2024
May 19, 2024
Massive Editing for Large Language Models via Meta Learning
ICLR 2024
Jan 16, 2024
AI Alignment: A Comprehensive Survey
arXiv
Oct 30, 2023
When Do Graph Neural Networks Help with Node Classification: Investigating the Homophily Principle on Node Distinguishability
NeurIPS 2023
Sep 21, 2023
Running Ahead of Evolution - AI based Simulation for Predicting Future High-risk SARS-CoV-2 Variants
IJHPCA, ACM Gordon Bell COVID Finalist 2022
Jun 20, 2023
Interactive Natural Language Processing
arXiv
May 22, 2023
MUDiff: Unified Diffusion for Complete Molecule Generation
LoG 2023
May 1, 2023
Learning Multi-Objective Curricula for Robotic Policy Learning
CoRL 2022
Sep 5, 2022
Biological Sequence Design with GFlowNets
ICML 2022
Mar 5, 2022
Unifying Likelihood-free Inference with Black-box Sequence Design and Beyond
ICLR 2022 Spotlight
Jan 20, 2022
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters
ICLR 2021 Outstanding Paper Award (8 out of 2997 submissions)
Apr 2, 2021
CoCon: A Self-Supervised Approach for Controlled Text Generation
ICLR 2021
Apr 1, 2021
Interactive Machine Comprehension with Information Seeking Agents
ACL 2020
Aug 27, 2019