Hongyu Zhao
13 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (7) π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (38) π Conference Polyglot (7) π Academic Marathon (5)
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Interdisciplinary Bridge
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Cross-Pollinator
(11)
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Mega-Team
(20)
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Century Club
(13)
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Keyword Collector
(65)
Conferences
ACL (3)
EMNLP (3)
NIPS (3)
AISTATS (1)
ICLR (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
language model
(3)
transfer learning
(2)
large language model
(2)
multimodal learning
(2)
knowledge distillation
(2)
instruction tuning
(2)
logical reasoning
(1)
causal discovery
(1)
semi-supervised learning
(1)
knowledge transfer
(1)
data augmentation
(1)
prompt engineering
(1)
domain adaptation
(1)
instruction following
(1)
attention mechanism
(1)
parameter-efficient learning
(1)
task generalization
(1)
parameter efficient
(1)
hypothesis testing
(1)
optimal transport
(1)
Papers
BenTo: Benchmark Reduction with In-Context Transferability
ICLR 2025
Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning
ACL 2025
Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data
NIPS 2024
Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning
ACL 2024
Geneverse: A Collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research
EMNLP 2024
A benchmark for prediction of transcriptomic responses to chemical perturbations across cell types
NIPS 2024
MuSe-GNN: Learning Unified Gene Representation From Multimodal Biological Graph Data
NIPS 2023
Robustness of Learning from Task Instructions
ACL 2023
Explicit Planning Helps Language Models in Logical Reasoning
EMNLP 2023
Tiny-Attention Adapter: Contexts Are More Important Than the Number of Parameters
EMNLP 2022
Learning Causal Networks via Additive Faithfulness
JMLR 2020
Inference of Dynamic Graph Changes for Functional Connectome
AISTATS 2020
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates
ICML 2020