Xingyi Cheng
10 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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๐ฃ Hot Topic Early Bird ๐ Conference Polyglot ยท Silver ๐ Academic Marathon ยท Sprint ๐ Interdisciplinary Bridge ยท Silver ๐บ๏ธ Taxonomy Completionist (30)
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Century Club ยท Bronze
๐
Renaissance Researcher
(5)
๐๏ธ
Keyword Collector
(51)
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(6)
Natural Language Processing
(6)
Application Areas
(4)
Architectures
(4)
Artificial Intelligence
(3)
Applications
(3)
Core Methods
(3)
Learning Types ยท Machine Learning
(3)
Interdisciplinary
(2)
Core AI
(2)
Learning Types ยท Deep Learning
(2)
Science
(2)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Keywords
language model
(2)
question answering
(2)
reinforcement learning
(1)
benchmark evaluation
(1)
few-shot learning
(1)
transfer learning
(1)
knowledge distillation
(1)
gene expression
(1)
in-context learning
(1)
domain adaptation
(1)
masked language model
(1)
multimodal learning
(1)
chinese word segmentation
(1)
machine reading comprehension
(1)
zero-shot learning
(1)
protein structure prediction
(1)
distribution shift
(1)
protein sequence
(1)
bilevel optimization
(1)
representation learning
(1)
Papers
MSAGPT: Neural Prompting Protein Structure Prediction via MSA Generative Pre-Training
NeurIPS 2024
Training Compute-Optimal Protein Language Models
NeurIPS 2024
Injecting Multimodal Information into Rigid Protein Docking via Bi-level Optimization
NeurIPS 2023
Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations
NeurIPS 2023
Wonโt Get Fooled Again: Answering Questions with False Premises
ACL 2023
xTrimoGene: An Efficient and Scalable Representation Learner for Single-Cell RNA-Seq Data
NeurIPS 2023
Question Directed Graph Attention Network for Numerical Reasoning over Text
EMNLP 2020
SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check
ACL 2020
Towards Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning
COLING 2020
Variational Semi-Supervised Aspect-Term Sentiment Analysis via Transformer
CoNLL 2019