Hongyang R. Zhang
9 papers · 2020–2026 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) π Academic Marathon (5) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(23)
ποΈ
Keyword Collector
(52)
Conferences
AAAI (2)
EMNLP (2)
ACL (1)
AISTATS (1)
COLT (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
transfer learning
(3)
multi-task learning
(2)
reinforcement learning
(1)
policy optimization
(1)
domain generalization
(1)
covariance matrix
(1)
policy gradient
(1)
parameter sharing
(1)
data augmentation
(1)
in-context learning
(1)
multitask learning
(1)
gradient estimation
(1)
text classification
(1)
gradient descent
(1)
neural tangent kernel
(1)
pac-bayesian analysis
(1)
high-dimensional regression
(1)
distribution shift
(1)
linear regression
(1)
meta learning
(1)
Papers
Scalable Multi-Objective and Meta Reinforcement Learning via Gradient Estimation
AAAI 2026
Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation
EMNLP 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets
ACL 2025
Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers
JMLR 2025
Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approach
EMNLP 2024
Information Transfer in Multitask Learning, Data Augmentation, and Beyond
AAAI 2023
Generalization in Graph Neural Networks: Improved PAC-Bayesian Bounds on Graph Diffusion
AISTATS 2023
Understanding and Improving Information Transfer in Multi-Task Learning
ICLR 2020
Learning Over-Parametrized Two-Layer Neural Networks beyond NTK
COLT 2020