Sizhe Liu
6 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (2)
EACL (1)
EMNLP (1)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
few-shot learning
(1)
machine translation
(1)
cross-lingual transfer
(1)
chain-of-thought reasoning
(1)
text generation
(1)
deep learning
(1)
drug discovery
(1)
layer skipping
(1)
model benchmarking
(1)
retrieval-augmented generation
(1)
hidden state analysis
(1)
hidden representation
(1)
multilingual reasoning
(1)
commonsense reasoning
(1)
benchmark framework
(1)
molecular relational learning
(1)
knowledge retrieval
(1)
contrastive decoding
(1)
language model generation
(1)
precision and recall
(1)
Papers
Bridging the Gap between Database Search and \emph{De Novo} Peptide Sequencing with SearchNovo
ICLR 2025
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners
NAACL 2025
FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning
NIPS 2024
NovoBench: Benchmarking Deep Learning-based \emph{De Novo} Sequencing Methods in Proteomics
NIPS 2024
kNN-BOX: A Unified Framework for Nearest Neighbor Generation
EACL 2024
Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping
EMNLP 2024