Ruofei Zhang
20 papers · 2009–2025 · 10 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (50) π Conference Polyglot Β· Gold π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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(11)
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(7)
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Research topics
Deep Learning
(13)
Natural Language Processing
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Machine Learning
(11)
Generation
(10)
Artificial Intelligence
(8)
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Core AI
(8)
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(5)
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(5)
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text generation
(5)
pre-trained language model
(5)
attention mechanism
(3)
question generation
(2)
language model
(2)
multilingual model
(2)
large language model
(2)
commonsense generation
(2)
text summarization
(1)
self-supervised learning
(1)
contrastive learning
(1)
information retrieval
(1)
neural machine translation
(1)
code generation
(1)
natural language generation
(1)
anomaly detection
(1)
natural language understanding
(1)
multilingual nlp
(1)
semantic knowledge
(1)
cross-modal retrieval
(1)
Papers
Cross-Modal 3D Representation with Multi-View Images and Point Clouds
CVPR 2025
Exploring Intrinsic Alignments Within Text Corpus
AAAI 2025
MutationGuard: A Graph and Temporal-Spatial Neural Method for Detecting Mutation Telecommunication Fraud
IJCAI 2025
MERGE: Fast Private Text Generation
AAAI 2024
SegFormer: A Topic Segmentation Model with Controllable Range of Attention
AAAI 2023
CULG: Commercial Universal Language Generation
NAACL 2022
Enhancing Self-Attention with Knowledge-Assisted Attention Maps
NAACL 2022
Taming Sparsely Activated Transformer with Stochastic Experts
ICLR 2022
BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining
ICML 2021
EL-Attention: Memory Efficient Lossless Attention for Generation
ICML 2021
FastSeq: Make Sequence Generation Faster
ACL 2021
GLGE: A New General Language Generation Evaluation Benchmark
ACL 2021
HittER: Hierarchical Transformers for Knowledge Graph Embeddings
EMNLP 2021
KFCNet: Knowledge Filtering and Contrastive Learning for Generative Commonsense Reasoning
EMNLP 2021
Mask Attention Networks: Rethinking and Strengthen Transformer
NAACL 2021
ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
ACL 2021
An Enhanced Knowledge Injection Model for Commonsense Generation
COLING 2020
ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-training
EMNLP 2020
XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation
EMNLP 2020
Learning to Rank by Optimizing NDCG Measure
NeurIPS 2009