Jiayi Xin
7 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
EMNLP (2)
ICML (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
representation learning
(1)
reinforcement learning
(1)
transfer learning
(1)
multimodal learning
(1)
protein structure prediction
(1)
molecular graph
(1)
feature fusion
(1)
mixture of expert
(1)
protein representation learning
(1)
protein language model
(1)
missing modality
(1)
multiple sequence alignment
(1)
spectrum prediction
(1)
chain of thought
(1)
bilingual language model
(1)
mass spectrometry
(1)
graph neural network
(1)
neural network
(1)
retrieved sequence augmentation
(1)
language mixing
(1)
Papers
The Impact of Language Mixing on Bilingual LLM Reasoning
EMNLP 2025
Modalities Contribute Unequally: Enhancing Medical Multi-modal Learning through Adaptive Modality Token Re-balancing
ICML 2025
$\textttI$^2$MoE$: Interpretable Multimodal Interaction-aware Mixture-of-Experts
ICML 2025
Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts
NIPS 2024
Retrieved Sequence Augmentation for Protein Representation Learning
EMNLP 2024
Prefix-Tree Decoding for Predicting Mass Spectra from Molecules
NIPS 2023
Selective Annotation Makes Language Models Better Few-Shot Learners
ICLR 2023