Xingyi Cheng
10 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (5)
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Cross-Pollinator
(14)
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Renaissance Researcher
(7)
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Century Club
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Keyword Collector
(51)
Conferences
NIPS (5)
ACL (2)
COLING (1)
CONLL (1)
EMNLP (1)
Top co-authors
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)
representation learning
(1)
model quantization
(1)
Papers
MSAGPT: Neural Prompting Protein Structure Prediction via MSA Generative Pre-Training
NIPS 2024
Training Compute-Optimal Protein Language Models
NIPS 2024
Wonβt Get Fooled Again: Answering Questions with False Premises
ACL 2023
xTrimoGene: An Efficient and Scalable Representation Learner for Single-Cell RNA-Seq Data
NIPS 2023
Injecting Multimodal Information into Rigid Protein Docking via Bi-level Optimization
NIPS 2023
Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations
NIPS 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