Shufang Xie
22 papers · 2020–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+11 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (46) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π
Triple Crown
π€
Dynamic Duo
(16)
π§¬
Topic Evolution
π
Grand Slam
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
β
The Questioner
π
Century Club Β· Bronze
π
Renaissance Researcher
(5)
π
Trend Setter
ποΈ
Keyword Collector
(96)
Top co-authors
Research topics
Deep Learning
(14)
Machine Learning
(13)
Natural Language Processing
(9)
Architectures
(7)
Learning Types Β· Deep Learning
(7)
Artificial Intelligence
(6)
Generation
(6)
Learning Types Β· Machine Learning
(6)
Applications
(5)
Core AI
(5)
Core Methods
(5)
Application Areas
(4)
Models
(4)
Healthcare & Medicine
(3)
Interdisciplinary
(3)
Keywords
neural machine translation
(7)
drug discovery
(4)
language model
(3)
knowledge distillation
(2)
molecular property prediction
(2)
sequence generation
(2)
data augmentation
(2)
multi-task learning
(2)
abstractive summarization
(2)
graph neural network
(2)
molecular generation
(2)
reinforcement learning
(1)
attention mechanism
(1)
machine translation
(1)
text classification
(1)
representation learning
(1)
causal inference
(1)
hierarchical modeling
(1)
model evaluation
(1)
transfer learning
(1)
Papers
Data Pollination: An Emergent Ecological Process Driving AI Population Evolution
ACL 2026
SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models
ACL 2026
An Analysis and Mitigation of the Reversal Curse
EMNLP 2024
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning
ACL 2024
O-GNN: incorporating ring priors into molecular modeling
ICLR 2023
De Novo Molecular Generation via Connection-aware Motif Mining
ICLR 2023
Envisioning Future from the Past: Hierarchical Duality Learning for Multi-Turn Dialogue Generation
ACL 2023
Extract and Attend: Improving Entity Translation in Neural Machine Translation
ACL 2023
FABind: Fast and Accurate Protein-Ligand Binding
NeurIPS 2023
MolXPT: Wrapping Molecules with Text for Generative Pre-training
ACL 2023
Retrosynthesis Prediction with Local Template Retrieval
AAAI 2023
Retrosynthetic Planning with Dual Value Networks
ICML 2023
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization
ACL 2023
Building Multilingual Machine Translation Systems That Serve Arbitrary XY Translations
NAACL 2022
Debiased, Longitudinal and Coordinated Drug Recommendation through Multi-Visit Clinic Records
NeurIPS 2022
Target-Side Input Augmentation for Sequence to Sequence Generation
ICLR 2022
IOT: Instance-wise Layer Reordering for Transformer Structures
ICLR 2021
Learning to Reweight with Deep Interactions
AAAI 2021
mixSeq: A Simple Data Augmentation Methodfor Neural Machine Translation
ACL 2021
Temporally Correlated Task Scheduling for Sequence Learning
ICML 2021
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost
NAACL 2021
Sequence Generation with Mixed Representations
ICML 2020