Hongfei Xu
23 papers · 2019–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (8) π Cross-Pollinator (12)
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Conference Polyglot
(8)
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Academic Marathon
(6)
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Renaissance Researcher
(6)
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Dynamic Duo
(14)
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(14)
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Topic Evolution
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Prolific Year
(5)
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Century Club
(22)
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Keyword Collector
(95)
Conferences
ACL (9)
EMNLP (5)
COLING (3)
IJCNLP (2)
AAAI (1)
IJCAI (1)
NAACL (1)
NSDI (1)
Top co-authors
Keywords
neural machine translation
(12)
transformer architecture
(3)
automatic post-editing
(3)
attention mechanism
(3)
transformer model
(3)
multilingual neural machine translation
(3)
efficient computing
(3)
task-aware attention
(2)
model compression
(2)
lstm decoder
(2)
data augmentation
(2)
multilingual translation
(2)
machine translation
(2)
sequence modeling
(2)
parallel computing
(2)
model architecture
(2)
knowledge distillation
(2)
model capacity
(2)
text generation
(1)
self-supervised learning
(1)
Papers
Paraphrasing as Zero-shot Translation with Feature-guided Diversity Enhancement
ACL 2026
A Self-Distillation Recipe for Neural Machine Translation
ACL 2025
Mitigating Scalability Walls of RDMA-based Container Networks
NSDI 2025
Rewiring the Transformer with Depth-Wise LSTMs
COLING 2024
Zhongjing: Enhancing the Chinese Medical Capabilities of Large Language Model through Expert Feedback and Real-World Multi-Turn Dialogue
AAAI 2024
Multi-pass Decoding for Grammatical Error Correction
EMNLP 2024
Dual-teacher Knowledge Distillation for Low-frequency Word Translation
EMNLP 2024
A Closer Look at Transformer Attention for Multilingual Translation
EMNLP 2023
ParaZh-22M: A Large-Scale Chinese Parabank via Machine Translation
COLING 2022
Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation
ACL 2021
Probing Word Translations in the Transformer and Trading Decoder for Encoder Layers
NAACL 2021
Self-Supervised Curriculum Learning for Spelling Error Correction
EMNLP 2021
Learning Hard Retrieval Decoder Attention for Transformers
EMNLP 2021
Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation
IJCNLP 2021
Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation
IJCNLP 2021
Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation
ACL 2021
Lipschitz Constrained Parameter Initialization for Deep Transformers
ACL 2020
The Transference Architecture for Automatic Post-Editing
COLING 2020
Efficient Context-Aware Neural Machine Translation with Layer-Wise Weighting and Input-Aware Gating
IJCAI 2020
Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction Change
ACL 2020
Learning Source Phrase Representations for Neural Machine Translation
ACL 2020
USAAR-DFKI β The Transference Architecture for EnglishβGerman Automatic Post-Editing
ACL 2019
UdS Submission for the WMT 19 Automatic Post-Editing Task
ACL 2019